Predictive Analytics
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Top 52 Predictive Analytics & Prescriptive Analytics Software
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Top 52 Predictive Analytics & Prescriptive Analytics Software

Top 52 Predictive Analytics & Prescriptive Analytics Software
4.7 (94.94%) 170 ratings

Predictive analytics uses data mining, machine learning and statistics techniques to extract information from data sets  to determine patterns and trends and predict future outcomes. The future of business is never certain, but predictive analytics makes it clearer. Incorporating this software into your business is a sure way of taking a peek into what is likely to happen beyond the present and manipulating it to your advantage. It uses different methods of analyzing and interpreting various data to create a near accurate forecast of events that are likely to occur in some sectors of your business which impacts its overall performance. Predictive analytics can be used to gauge future customer or client reactions to specific measures that your company takes, and this is important for your customer relations management (CRM). It not only helps make decisions that maintain good customer relations but also captures their loyalty and identify important trends. The software can also be used for various purposes such as determining the impact of taking certain risks as well as manipulating the market to maintain a strong competitive advantage

Top Predictive Analytics Software: Periscope Data, RapidMiner Studio, KNIME Analytics Platform, SAP Predictive Analytics, IBM Predictive Analytics, Dataiku DSS, Lavastorm Analytics Engine, Microsoft Azure Machine Learning, Information Builders WebFOCUS Platform, Microsoft R, SAS Predictive Analytics, DataRobot, Anaconda, Oracle Data Mining ODM, Angoss Predictive Analytics, H2O.ai, Minitab, STATISTICA, TIBCO Spotfire, Alteryx Analytics, AdvancedMiner, Analytic Solver, ABM, Portrait Predictive Analytics, Predixion Insight, MATLAB, Mathematica, TIMi Suite, DMWay, Grapheur, QIWare, CMSR Data Miner Suite, Skytree, Emcien, DataRPM, Feature Labs, RapidMiner Server, GoodData, Google Cloud Prediction API, Salford Systems SPM, HP Haven Predictive Analytics, GraphLab Create, Actian Analytics Platform, Alpine Chorus, Viscovery Software Suite, FICO Model Central, Rapid Insight Veera, Vanguard Business Analytics Suite are the top predictive analytics software.

Top Prescriptive Analytics Software: IBM Prescriptive Analytics, Ayata, AIMMS, NGData, LIONoso, Profitect are the top prescriptive analytics software.

What are Predictive Analytics Software?

Predictive analytics is the branch of the advanced analytics which is used to make predictions about unknown future events. Predictive analytics uses many techniques from data mining, statistics, modeling, machine learning, and artificial intelligence to analyze current data to make predictions about future.

Predictive analytics is a branch of analytics that uses different statistical methods, tools, and techniques to make predictions on future events that are not known. It uses techniques from artificial intelligence, data mining, machine learning, statistical algorithms, and modeling. The software makes an in-depth analysis of current data to identify patterns in transactions or historical events that help the business identify strengths, threats, and opportunities. Techniques such as data mining and even text analytics will help your firm to define relationships in both structured and unstructured data that assists in weighing risk and creating predictive intelligence. Predictive analysis is especially useful in project management in analyzing risks and follows a process that includes a definition of the project, collection, and interpretation of data, analysis of derived statistics and predictive modeling. The software is used in various fields including customer relations management, child welfare, health industry and even by the federal government for the detection of fraud.

You may also like to review the free predictive analytics software from the solutions vendors of predictive modeling solutions.

  • Automatic preparation of data: This feature enables the software to collect, analyze and prepare data very fast. It works with big data and can analyze spreadsheets with up to five thousand cell. This not only fastens the process but also gives accurate and predictable output.
  • Predictive modeling: The program employs artificial intelligence capabilities that enable it to access and work with a variety of models using automation and configuration.
  • Analysis of network and links: Predictive analytics software can analyze and draw out any connections and relationships between any given data. This feature is particularly useful in CRM as it makes it possible to examine associations between customers and point out those with the most influential positions.
  • Ease of management: All you need to do is install the software into the necessary sections, lines, and processes of your business. If you ensure that it runs at its best performance, you will gain some critical insights into your business which are essential in the overall decision making.
  • Embedded predictive insights: The software updates data and acts on it to generate up-to-date probabilities whenever new events occur.

Top Predictive Analytics Software

Periscope Data, RapidMiner Studio, KNIME Analytics Platform, SAP Predictive Analytics, IBM Predictive Analytics, Dataiku DSS, Lavastorm Analytics Engine, Microsoft Azure Machine Learning, Information Builders WebFOCUS Platform, Microsoft R, SAS Predictive Analytics, DataRobot, Anaconda, Oracle Data Mining ODM, Angoss Predictive Analytics, H2O.ai, Minitab, STATISTICA, TIBCO Spotfire, Alteryx Analytics, AdvancedMiner, Analytic Solver, ABM, Portrait Predictive Analytics, Predixion Insight, MATLAB, Mathematica, TIMi Suite, DMWay, Grapheur, QIWare, CMSR Data Miner Suite, Skytree, Emcien, DataRPM, Feature Labs, RapidMiner Server, GoodData, Google Cloud Prediction API, Salford Systems SPM, HP Haven Predictive Analytics, GraphLab Create, Actian Analytics Platform, Alpine Chorus, Viscovery Software Suite, FICO Model Central, Rapid Insight Veera, Vanguard Business Analytics Suite are the top predictive analytics software .

Predictive Analytics Software
PAT Index™
 
 
RapidMiner
 
 
 
 
 
Lavastorm Analytics Engine
 
 
 
 
SAS Visual Analytics
 
 
 
Oracle Data Mining
 
Angoss Decision Trees
 
 
 
 
 
Alteryx Analytics
 
 
 
 
 
 
 
 
TIMi Suite
 
 
 
 
CMSR Data Miner
 
 
 
 
 
 
 
 
 
 
GraphLab
 
 
Alpine Chorus
 
Viscovery Software Suite
 
 
 
1

Periscope Data

Periscope Data
Periscope Data

Periscope Data is an end-to-end BI and analytics solution that lets you quickly connect your data, then analyze, visualize and share insights. Periscope Data can securely connect and join data from any source, creating a single source of truth for your organization. Perform BI reporting and advanced analytics operations all from one integrated platform. Communicate insights more effectively by selecting from Periscope Data’s wide range of visualization options (including standard charts, statistical plots, maps and more) and instantly share real-time insights via direct linking, email or Slack. Periscope Data is a data analysis tool that unifies business data across multiple…

Overview
Features

•One Tool For All Your Data Needs
•Enable data experts to answer more complex questions, quickly.
•SQL Editor Built By Experts, For Experts
•Advanced Analytics With Python And R
•Intuitive Drag-and-Drop Interface

Price

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Bottom Line

Periscope Data is a data analysis tool that unifies business data across multiple different data sources.

7.9
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8.5
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3 ratings
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Periscope Data

2

RapidMiner Studio

RapidMiner Studio is a visual design environment for rapidly building complete predictive analytic workflows. It provides a deep library of machine learning algorithms, data preparation and exploration functions, and model validation tools to support all your data science projects and use cases.Data science teams can easily re-use existing R and Python code, and add new functionality via a large marketplace of pre-built extensions. RapidMiner provides an integrated environment for machine learning, data mining, text mining, predictive analytics and business analytics and is used for business and industrial applications as well as for research, education, training, rapid prototyping, and application development.…

Overview
Features

• Unified Platform
• Visual Workflow Design
• Breadth of Functionality
• Open Source Innovation
• Broad Connectivity
• Data Science at Every Scale

Price

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Bottom Line

RapidMiner provides an integrated environment for machine learning, data mining, text mining, predictive analytics and business analytics and is used for business and industrial applications as well as for research, education, training, rapid prototyping, and application development.

9.5
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7.1
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16 ratings
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RapidMiner Studio

3

KNIME Analytics Platform

KNIME, the Konstanz Information Miner, is an open source data analytics, reporting and integration platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining concept and provides a graphical user interface allows assembly of nodes for data preprocessing, for modeling and data analysis and visualization. KNIME Collaborative Extensions and KNIME Analytics Platform includes KNIME TeamSpace, KNIME Server Lite,KNIME WebPortal, and KNIME Server. KNIME Analytics Platform provides over 1000 data analytic routines, either natively or through R and Weka, for such topics as Univariate and Multivariate Statistics, Data Mining,Time Series, Image Processing, Web Analytics, Text…

Overview
Features

• Powerful Analytics
• Data & Tool Blending
• Open Platform
• Over 1000 Modules and Growing
•Connectors for all major file formats and databases
•Support for a wealth of data types: XML, JSON, images, documents, and many more
•Native and in-database data blending & transformation
•Math & statistical functions
•Advanced predictive and machine learning algorithms
• Workflow control
• Tool blending for Python, R, SQL, Java, Weka, and many more
• Interactive data views & reporting

Price

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Bottom Line

KNIME Analytics Platform provides over 1000 data analytic routines, either natively or through R and Weka, for such topics as Univariate and Multivariate Statistics, Data Mining,Time Series, Image Processing, Web Analytics, Text Mining, Network Analysis and Social Media Analysis

9.5
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8.6
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23 ratings
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KNIME Analytics Platform

4

SAP Predictive Analytics

SAP Predictive Analytics : SAP Predictive Analysis is a statistical analysis, data mining and predictive analytics solution. The solution enables to build predictive models to discover hidden insights and relationships in data, in order to make accurate predictions about future events. SAP’s predictive analytics software works with the legacy data environment as well as with the SAP Platform data sources.SAP Predictive Analysis inherits data acquisition and data manipulation functionality from SAP Lumira. Power Users can extend SAP Predictive Analytics and customize the functionality of SAP Predictive Analysis by adding their own R-Scripts. This is done using the Custom R Components,…

Overview
Features

• Automate data prep, predictive modeling, and deployment – and easily retrain models
• Harness in-database predictive scoring for a wide variety of target systems
• Leverage advanced visualization capabilities to quickly reveal insights
• Integrate with R to enable a large number of algorithms and custom R scripts
• Deploy SAP Predictive Analytics stand-alone or with SAP HANA

Price

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Bottom Line

SAP Predictive Analysis is a statistical analysis, data mining and predictive analytics solution. The solution enables to build predictive models to discover hidden insights and relationships in data, in order to make accurate predictions about future events.

9.3
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35 ratings
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SAP Predictive Analytics

5

IBM Predictive Analytics

IBM Predictive Analytics : IBM offers easy to use predictive analytics products and solutions that meet the specific needs of different users and skill levels from beginners to experienced analysts. IBM Predictive Ananlytics software helps the business to transform data into predictive insights to guide front-line decisions and interactions, predict what customers want and will do next to increase profitability and retention, maximize the productivity, processes and assets, detect and prevent threats and fraud before they affect the organization and perform statistical analysis including regression analysis, cluster analysis and correlation analysis. IBM Predictive Analytics software portfolio includes IBM SPSS Modeler,…

Overview
Features

• Deploy insights into business processes
• Hands-on predictive analytics
• Full breadth of predictive analytics techniques
• Open source statistical software tools

Price

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Bottom Line

IBM Predictive Analytics software portfolio includes IBM SPSS Modeler, IBM SPSS Analytic Server, IBM SPSS Statistics, SPSS Predictive Analytics Enterprise, IBM Analytical Decision Management, IBM SPSS Data Collection and IBM Social Media Analytics.

9.4
Editor Rating
7.9
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5 ratings
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IBM Predictive Analytics

6

Dataiku DSS

Dataiku DSS is the collaborative data science platform that enables teams to explore, prototype, build, and deliver their own data products more efficiently. Dataiku DSS provides an interactive visual interface where they can point, click, and build or use languages like SQL to data wrangle, model, easily re-run workflows, visualize results, and get up-to-date insights on demand. Dataiku DSS provides tools to draft data preparation and modelisation in seconds, that wish to leverage their favorite ML libraries (scikitlearn, R, MLlib, H2O, and so on), and that rely on automating their work in a completely customizable interface. Data Ops. It also…

Overview
Features

• Connectivity
• Data Wrangling
• Machine Learning
• Data Mining
• Data Visualization
• Data Workflow
• Realtime Scoring
• Code Or Click
• Collaboration
• Deployment
• Enterprise Readiness

Price

Contact for Pricing

Bottom Line

Dataiku DSS provides an interactive visual interface where they can point, click, and build or use languages like SQL to data wrangle, model, easily re-run workflows, visualize results, and get up-to-date insights on demand. Data Scientists

9.3
Editor Rating
8.5
Aggregated User Rating
13 ratings
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Dataiku DSS

7

Lavastorm Analytics Engine

Lavastorm is a visual data discovery solution that allows to rapidly integrate diverse data, easily discover elusive insights, and continuously detect anomalies, outliers, or patterns. Lavastorm Analytics Engine provides self-service capability for business users and rapid development capabilities for IT users in the areas of integration, analytics, and business control. Features include acquire, transform, combine, and enrich data from virtually any source, including Big Data sources without intensive modeling, pre-planning, or scripting. The solution discover data issues, such as completeness, inconsistent formats, accuracy, automate the evaluation and cleansing process. Lavastorm Analytics Engine use the visual analytic environment and its configurable…

Bottom Line

Lavastorm Analytics Engine provides self-service capability for business users and rapid development capabilities for IT users in the areas of integration, analytics, and business control.

7.5
Editor Rating
7.6
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2 ratings
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Lavastorm Analytics Engine

8

Microsoft Azure Machine Learning

Microsoft Azure Machine Learning offers cloud based advanced analytics designed to simplify machine learning for business. Business users can model their way, with best in class algorithms from Xbox, Bing, R or Python packages, or by dropping in custom R or Python code. The finished model can then be deployed in minutes as a web service, which can connect to any data, anywhere. It can also be published out to the community in the product Gallery or into the Machine Learning Marketplace. In Machine Learning Marketplace the application programming interfaces (APIs) and finished services are available.By connecting data on Azure,…

Overview
Features

• Digital Marketing
• Mobile
• E-Commerce
• LOB Applications
• SharePoint on Azure
• Dynamics on Azure
• SAP on Azure
• Red Hat on Azure
• DevOps
• Development and Test
• Monitoring
• Business Intelligence
• Big Data and Analytics
• Data Warehouse
• Business SaaS Apps
• Cloud Migration
• Hybrid Integration
• Backup and Archive
• Disaster Recovery
• Internet of Things
• Digital Media
• High Performance Computing
• Blockchain
• Microservice Applications
• Gaming
• Mainframe Migration

Price

•App Service – Starting From FREE Every Month
•Virtual Machines – Starting From $13 / month
•SQL Database – Starting From $4.99 / month

Bottom Line

Microsoft Azure Machine Learning offers cloud based advanced analytics designed to simplify machine learning for business. Business users can model their way, with best in class algorithms from Xbox, Bing, R or Python packages, or by dropping in custom R or Python code.

9.5
Editor Rating
7.9
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30 ratings
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Microsoft Azure Machine Learning

9

Information Builders WebFOCUS Platform

WebFOCUS, is a comprehensive and flexible BI and analytics platform, offers simple to sophisticated analytical tools and apps that enable the visual exploration and answering of a broad range of business questions for users inside and outside the enterprise. Three editions of the product are designed to deliver the many benefits of governed self-service apps and tools to your entire universe of business stakeholders, from management to employees to partners to customers to citizens. WebFOCUS offers self-service analytics with Dashboards and scorecards give executives and managers a high-level view of critical indicators and metrics, Self-service tools allow users to easily…

Overview
Features

• Data Discovery
• Predictive Analytics
• Reporting
• Dashboards
• In-Document Analytics
• Location Analytics
• Big Data and the Internet of Things
• Sentiment and Word Analytics
• BI and Analytics Smart Search
• Natural Language Generation (NLG)
• Performance Management
• Casting and Archiving
• High-Performance Data Store

Price

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Bottom Line

Information Builders’ WebFOCUS BI and analytics platform delivers rich, consumable, interactive information to a wide range of stakeholders. This ensures that all employees have access to sophisticated, customizable BI technology for improved decision-making, without requiring technical abilities or necessitating the involvement of IT

8.3
Editor Rating
8.3
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5 ratings
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Information Builders WebFOCUS Platform

10

Microsoft R

R is the world’s most powerful, and preferred, programming language for statistical computing, machine learning, and graphics, and is supported by a thriving global community of users, developers, and contributors.The Microsoft R product family includes: Microsoft R Server, Microsoft R Client, Microsoft R Open, SQL Server R Services.Microsoft R Server is the most broadly deployable enterprise-class analytics platform for R . Supporting a variety of big data statistics, predictive modeling and machine learning capabilities, R Server supports the full range of analytics exploration, analysis, visualization and modeling based on open source R. Microsoft R Client is a free, community supported,…

Overview
Features

• Bring analytics to your data
• Build artificial intelligence-enabled apps
• Experience enhanced, flexible deployment
• Adapt to future needs
• Choose the tools you prefer
• Scale R analytics for big data
• Access the latest innovations
• Get support you trust

Price

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Bottom Line

Supporting a variety of big data statistics, predictive modeling and machine learning capabilities, R Server supports the full range of analytics – exploration, analysis, visualization and modeling based on open source R.

8.0
Editor Rating
6.5
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6 ratings
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Microsoft R

11

SAS Predictive Analytics

SAS Predictive Analytics : SAS is the leader in business analytics software and services, and the largest independent vendor in the business intelligence market. Through innovative solutions, SAS helps customers at more than 70,000 sites improve performance and deliver value by making better decisions faster. Since 1976 SAS has been helping customers around the world. SAS was developed at North Carolina State University from 1966 until 1976, when SAS Institute was incorporated. SAS was further developed in the 1980s and 1990s with the addition of new statistical procedures, additional components and the introduction of JMP. SAS is headquarted in Cary,…

Overview
Features

• Data Mining
• Statistical Analysis
• Forecasting & Econometrics
• Text Analytics
• Optimization & Simulation

Price

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Bottom Line

SAS Predictive Analytics Software portfolio includes, SAS Visual Analytics, SAS Enterprise Miner, SAS Model Manager, SAS High-Performance Data Mining, SAS Scoring Accelerator, SAS Decision Management.

8.2
Editor Rating
5.8
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5 ratings
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SAS Predictive Analytics

12

DataRobot

DataRobot captures the knowledge, experience and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time. DataRobot offers a machine learning platform for data scientists of all skill levels to build and deploy accurate predictive models in a fraction of the time it used to take. The technology addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics.The DataRobot platform uses massively parallel processing to train and…

Overview
Features

•Drag and drop dataset
•Automatically built and evaluate 100s of models
•Deploy Top models
•Make predictions and get insights

Price

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Bottom Line

The DataRobot platform uses massively parallel processing to train and evaluate 1000's of models in R, Python, Spark MLlib, H2O and other open source libraries. It searches through millions of possible combinations of algorithms, pre-processing steps, features, transformations and tuning parameters to deliver the best models for your dataset and prediction target

7.7
Editor Rating
6.1
Aggregated User Rating
59 ratings
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DataRobot

13

Anaconda

Anaconda is an open data science platform powered by Python. The open source version of Anaconda is a high performance distribution of Python and R and includes over 100 of the most popular Python, R and Scala packages for data science. There is also access to over 720 packages that can easily be installed with conda, the package, dependency and environment manager, that is included in Anaconda.Includes the most popular Python, R & Scala packages for stats, data mining, machine learning, deep learning, simulation & optimization, geospatial, text & NLP, graph & network, image analysis. Featured packages include: NumPy, SciPy,…

Overview
Features

• Analytics Workflows
• Analytics Interaction
• High Performance Distribution
• Data Engineering
• Advanced Analytics
• High Performance Scale Up
• Reproducibility
• Analytics Deployment

Price

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Bottom Line

Anaconda Distribution gives superpowers to people that change the world with high performance, cross-platform Python and R that includes the best innovative data science from open source.

7.7
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16 ratings
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Anaconda

14

Oracle Data Mining ODM

Oracle Data Mining ODM provides powerful data mining functionality and enables the users to discover new insights in hidden data. Oracle Data Mining ODM has several data mining and data analysis algorithms and is part of Oracle Relational Database Management System Enterprise Edition.These algorithms provide means for creation, manipulation, application, test and deployment of models. They are used for classification, prediction, regression, associations, feature selection, anomaly detection, feature extraction, and specialized analytics. The models are implemented in Oracle database kernel and are stored as database objects. Models can be created using a graphical user interface. Business analysts can do predictive…

Overview
Features

• Active Data Guard
• Advanced Analytics
• Advanced Compression
• Advanced Security
• Database In-Memory
• Database Vault
• TimesTen Application-Tier Database Cache
• Label Security
• Management Packs
• Multitenant
• Online Analytical Processing (OLAP)
• Partitioning
• Real Application Clusters
• Real Application Clusters One Node
• Real Application Testing
• Spatial and Graph

Price

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Bottom Line

Oracle Data Mining ODM provides powerful data mining functionality and enables the users to discover new insights in hidden data. Oracle Data Mining ODM has several data mining and data analysis algorithms and is part of Oracle Relational Database Management System Enterprise Edition .

8.0
Editor Rating
6.2
Aggregated User Rating
6 ratings
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Oracle Data Mining ODM

15

Angoss Predictive Analytics

Angoss is a global leader in delivering predictive analytics to businesses looking to improve performance across risk, marketing and sales. The Angoss portfolio includes a suite of desktop, client-server and big data analytics software products and cloud solutions. The predictive analytics software suite includes: KnowledgeSEEKER, KnowledgeSTUDIO, and KnowledgeREADER all with best-in-class Decision Trees and Strategy Trees. Fully hosted and managed KnowledgeCLOUD solutions provide industry leading analytics for organizations that need in-house specialization. Solutions also include KnowledgeSCORE for lead and opportunity scoring, FundGUARD for asset management, and ClaimGUARD for insurance fraud detection. Many of the world’s leading financial services, insurance, telco,…

Overview
Features

• Risk Analytics
• Customer Analytics
• Marketing Analytics
• Prescriptive Analytics
• Text & social Analytics
• Sales Analytics

Price

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Bottom Line

Angoss is a global leader in delivering predictive analytics to businesses looking to improve performance across risk, marketing and sales. The Angoss portfolio includes a suite of desktop, client-server and big data analytics software products and cloud solutions.

8.0
Editor Rating
8.3
Aggregated User Rating
5 ratings
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Angoss Predictive Analytics

16

H2O.ai

H2O is an Open Source Fast Scalable Machine Learning API for Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means etc.H2O makes it possible for anyone to easily apply machine learning and predictive analytics to solve today’s most challenging business problems. H2O was written from scratch in Java and seamlessly integrates with the most popular open source products like Apache Hadoop and Spark to give customers the flexibility to solve their most challenging data problems. H2O’s intuitive web-based Flow graphical user interface or familiar programming environments like R, Python, Java, Scala, JSON, and…

Overview
Features

•Best of Breed Open Source Technology
•Easy-to-use WebUI and Familiar Interfaces
•Data Agnostic Support for all Common Database and File Types
•Massively Scalable Big Data Analysis
•Real-time Data Scoring

Bottom Line

H2O makes it possible for anyone to easily apply machine learning and predictive analytics to solve today’s most challenging business problems.

7.6
Editor Rating
7.8
Aggregated User Rating
10 ratings
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H2O.ai

17

Minitab

Minitab : Minitab is one of the world’s leading developers of statistical software and software for lean, Six Sigma and quality improvement projects. Thousands of companies use Minitab software and there are more than 4,000 colleges and universities which use Minitab for teaching and research. Some of the clients includes, Toshiba, DuPont, Boeing, Royal Bank of Scotland, Nestlé and Pfizer. Minitab Inc. is headquartered in State College, PA, operates offices in the United Kingdom, France and Australia, and has additional representatives throughout the world. Minitab’s products are backed by outstanding services, including training and free technical support. Minitab products include…

Overview
Features

• Smart Data Import
• Automatic Graph Updating
• Seamless Data Manipulation
• Effortless Presentations
• Basic Statistics
• Regression and ANOVA
• Quality Tools
• Design of Experiments
• Control Charts
• Reliability and Survival

Price

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Bottom Line

Minitab products include Minitab 17, Qeystone, Quality Trainer, Quality Companion and Minitab Express.

7.9
Editor Rating
8.0
Aggregated User Rating
3 ratings
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Minitab

18

STATISTICA

STATISTICA : STATISTICA provides solutions for data analysis, data management, data visualization, and data mining with predictive modeling, clustering, classification, and exploratory techniques in one software platform. This is a propriety software from StatSoft, which was acquired by Dell. STATISTICA Data Miner contains comprehensive selection of data mining methods such as selection of clustering techniques, neural networks architectures, classification/regression trees, multivariate modeling including MARSplines, Support Vector Machines, association and sequence analysis and many other predictive techniques, such as methods for advanced/true simulation and optimization of models. Data Miner can process, read, and write data from virtually all standard file formats,…

Overview
Features

• Powerful analytics and streaming visualizations
• Empower Data Scientists and Citizen Data Scientists
• Industrial strength analytics
• Compliant and auditable
• For data scientists, statisticians and expert managers – whether you code or not
• Enable Collective Intelligence
• Embed analytics everywhere
• Become data-driven, collaborate and reuse
• Analyze all data, at the right time
• Orchestrate analytics across the enterprise

Price

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Bottom Line

STATISTICA provides solutions for data analysis, data management, data visualization, and data mining with predictive modeling, clustering, classification, and exploratory techniques in one software platform.

7.8
Editor Rating
8.2
Aggregated User Rating
3 ratings
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STATISTICA

19

TIBCO Spotfire

https://www.tibco.com/

TIBCO Spotfire provides interactive dashboards, visualizations, and predictive and event-driven analytics, to develop unexpected insights immediately on any device. Spotfire is an enterprise class analytics platform that helps both business and technical users quickly explore data to develop actionable insights, without requiring IT intervention. Spotfire meets the analytic needs of users across the enterprise with data discovery and ad-hoc analysis, interactive reporting and dashboards, domain-specific applications, event-driven real-time analysis, and powerful predictive analytics. All these capabilities are delivered from a single product architecture. Spotfire Analyst makes comprehensive analytics fast and easy for a variety of users, allowing them to gain…

Overview
Features

• Data Discovery
• Data Wrangling
• Predictive Analytics
• Big Data Analytics
• Location Analytics
• Enterprise Scale Analytics

Price

Contact for Pricing

Website

https://www.tibco.com/

Bottom Line

TIBCO’s Predictive Analytics, Spotfire Platform includes Spotfire Statistics Services, Enterprise Runtime for R and Predictive Modeling Tool.

7.8
Editor Rating
9.0
Aggregated User Rating
6 ratings
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TIBCO Spotfire

20

Alteryx Analytics

https://www.alteryx.com/

Alteryx Analytics portfolio includes Alteryx Designer, Alteryx Server and Alteryx Analytics Gallery. Alteryx Designer allows to blend internal, third-party, and cloud-based data, build powerful R-based predictive and spatial analytics applications without any programming and share deep data insight with business decision makers. Predictive modeling techniques, such as logical regression or decision trees, clustering techniques such as K-centroid clustering and principle component analysis, data investigation techniques, such as scatter plots and association analysis- all can be included with out any programming using Alteryx Designer. Alteryx Server, scale the critical analytic workflows to meet data and analytic requirements, schedule multiple workflows and…

Overview
Features

• Cloud-based, run-time solution
• Empower everyone to make data driven decisions
• Create a secure, private studio for analytic apps
• Customize and run analytic apps from the cloud
• Desktop-based, design-time solution
• Prep and blend all data in a repeatable workflow
• Run predictive, spatial, and statistical analytics without coding
• Output analytic results to all popular formats

Price

•1 Year Subscription (Per User, Per Year)- Alteryx Analytics Gallery - $1,950, Alteryx Designer - $5,195, Alteryx Server - $58,500

Website

https://www.alteryx.com/

Bottom Line

Alteryx Designer allows to blend data, build powerful R-based predictive and spatial analytics applications.Alteryx Server, scale the critical analytic workflows to meet data and analytic requirements, schedule multiple workflows and publish and share analytic applications the organization. Alteryx Analytics Gallery lets to consume, share and publish analytic apps and macros .

7.7
Editor Rating
7.7
Aggregated User Rating
5 ratings
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Alteryx Analytics

21

AdvancedMiner

AdvancedMiner is an integrated analytical tool for data processing, analysis and modeling. With a graphical interface (Workflow) it offers a complete and user-friendly environment for data exploration. Advanced miner allows for data processing. AdvancedMiner provides features for extracting and saving data from/to different database systems and files, performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets, assigning roles to attributes, graphical and interactive data exploration, outlier filtering, supplying missing values, PCA, various data transformations, building association models, clustering analyses, variable importance analyses, constructing various analytical models with the use of diverse Data…

Overview
Features

•Allow customer segmentation and profiling
•Analyze data and prepare data modals
•Allow data exploration
•Allow fraud detect and risk analysis

Price

Contact for Pricing

Bottom Line

Advanced miner allows for data processing. AdvancedMiner provides features for extracting and saving data from/to different database systems and files, performing a wide range of operations on data, such as sampling, joining datasets, dividing into testing/training/validating sets.

7.8
Editor Rating
9.2
Aggregated User Rating
3 ratings
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AdvancedMiner

22

Analytic Solver

Frontline's Analytic Solver Comprehensive is the integrated tool that enables a business analyst to "do it all in Excel," with point-and-click rapid model-building instead of R or Python programming. It includes all the capabilities of Analytic Solver Data Mining for data visualization, data mining and machine learning, text mining, and time series forecasting; all the capabilities of Analytic Solver Simulation for Monte Carlo simulation and risk analysis, decision trees, simulation optimization, stochastic programming and robust optimization; and all the capabilities of Analytic Solver Optimization, by far the leading tool for large-scale conventional optimization in Excel. With point-and-click ease, enterprise-grade power,…

Overview
Features

•Allow data mining, predictive analysis and data visualization
•Easy to use interface
•Built in feature in Excel
•Can manage large data sets
•Perform statistical procedures

Price

Contact for Pricing

Bottom Line

Features include easily explore, visualize and transform your data, use feature selection to find variables that matter, apply text mining for insights from comments, use the most popular time series forecasting methods. Provides advanced multiple linear and logistic regression, ensembles of classification and regression trees neural networks for classification and prediction and association rules for recommendation systems.

7.7
Editor Rating
8.1
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1 rating
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Analytic Solver

23

ABM

ABM automatically builds predictive models which forecast the future behavior of your clients. It requires no programming skills or advanced statistical knowledge of model construction. And it takes only few minutes to predict almost anything you want, whether a client will churn, buy your product, pay the loan and more.Provide ABM with historical data about your clients and their behavior. This will be the basis for ABM to learn and build predictive models. The scope of information may include: age, income, place of residence, results of previous campaigns, etc. When collecting a great amount of data about your clients it’s…

Overview
Features

•Automatic dataset preparation
•Comprehensive reports
•3 working modes presenting different approaches to data processing and modeling
•Generating predictions via off-line data scoring
•Automatic building of the best possible predictive model
•Generating scoring code

Price

Contact for Pricing

Bottom Line

ABM automatically conducts various of analysis and transformation in order to select only those predictors that have the biggest impact on your clients behavior.Algolytics is software development company offering tools for Predictive Analytics, Data Quality, Social Network Analysis and other advanced data analysis tasks. It serves leading companies from telecommunication and finance sector, by implementing solutions for customer analytics, marketing and credit risks management.

7.7
Editor Rating
10
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1 rating
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ABM

24

Portrait Predictive Analytics

Portrait Predictive Analytics: Portrait Suite consists of products Portrait Dialogue, Portrait Interaction Optimizer, Portrait Explorer, Portrait Miner and Portrait Uplift. Portrait’s comprehensive set of customer analytics offerings integrate with its core Predictive Analytics and Data management tool. Portrait Dialogue is a customer interaction solution which converts customer interactions into a connected two way dialogue .Portrait Interaction Optimizer provide the most accurate, targeted sales, service and retention offer.Portrait Explorer makes navigating and understanding your customer data easy.Portrait Miner enables customer insight professionals and business users alike to achieve a clear picture of their customers. Portrait Miner features include easy to use interface…

Overview
Features

• Interactive Personalized Media
• Print & Digital Communications Management
• Customer Contact & Interaction Management
• Customer & Marketing Analytics

Price

Contact for Pricing

Bottom Line

Portrait Suite consists of products Portrait Dialogue, Portrait Interaction Optimizer, Portrait Explorer, Portrait Miner and Portrait Uplift. Portrait’s comprehensive set of customer analytics offerings integrate with its core Predictive Analytics and Data management tool.

7.6
Editor Rating
7.6
Aggregated User Rating
2 ratings
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Portrait Predictive Analytics

25

Predixion Insight

Predixion RIOT delivers impact in every layer of your IoT system, whether it's deployed by OEMs on the device itself with RIOT Nano, embedded by OEMs on the IoT gateway with RIOT One, or delivered to the enterprise with a global view across all connected assets in the organization with RIOT Enterprise. Predixion Insight is designed for business analysts and other non-technical users to enable broader adoption of predictive analytics, but is powerful and flexible enough for data scientists. In addition, Predixion expedites the “Last Mile of Analytics” – the deployment of powerful predictions directly to the people who need them to take action – so the…

Overview
Features

• Real-time and historical data blending
• User-created rules
• Real-time advanced analytics models at the edge

Price

Contact for Pricing

Bottom Line

Predixion RIOT, is an edge-based analytics platform that provides real-time, advanced analytics on devices, gateways and routers to leverage real-time data at the edge of the network. Unlike many “Big Data” solutions which drop IoT data into a Data Lake and perform cloud analytics on data from the edge, Predixion RIOT solutions provide IoT analytics directly at the edge, thus providing immediate insight.

7.6
Editor Rating
8.9
Aggregated User Rating
2 ratings
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Predixion Insight

26

MATLAB

MATLAB is the easiest and most productive software for engineers and scientists. Whether engineers are analyzing data, developing algorithms, or creating models, MATLAB provides an environment that invites exploration and discovery. MATLAB combines a high-level language with a desktop environment tuned for iterative engineering and scientific workflows. The matrix-based MATLAB language is the world’s most natural way to express computational mathematics. Linear algebra in MATLAB looks like linear algebra in a textbook. This makes it straightforward to capture the mathematics behind users ideas, which means the code is easier to write, easier to read and understand, and easier to maintain.…

Overview
Features

•High-level language for scientific and engineering computing
•Desktop environment tuned for iterative exploration, design, and problem-solving
•Graphics for visualizing data and tools for creating custom plots
•Apps for curve fitting, data classification, signal analysis, and many other domain-specific tasks
•Add-on toolboxes for a wide range of engineering and scientific applications
•Tools for building applications with custom user interfaces
•Interfaces to C/C++, Java, .NET, Python, SQL, Hadoop, and Microsoft Excel
•Royalty-free deployment options for sharing MATLAB programs with end users

Price

Contact for pricing

Bottom Line

MATLAB helps you take your ideas beyond the desktop. You can run your analyses on larger data sets and scale up to clusters and clouds. MATLAB code can be integrated with other languages, enabling you to deploy algorithms and applications within web, enterprise, and production systems.

7.6
Editor Rating
7.7
Aggregated User Rating
3 ratings
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MATLAB

27

Mathematica

Mathematica provides a single integrated, continually expanding system that covers the breadth and depth of technical computing. It has nearly 5,000 built-in functions covering all areas of technical computing—all carefully integrated so they work perfectly together and all included in the fully integrated Mathematica system.Mathematica not only work on the numbers but everything that involves technical computing such as neural networks, machine learning, image processing, geometry, data science, visualizations and much more. Mathematica provides a progressively higher-level environment in which as much as possible is automated, users can still work as efficiently as possible without the need of understanding how…

Overview
Features

•24/7 Enterprise Support
•Enterprise CDF Development
•Mathematica Online
•Seamless Cloud Integration
•Full Access to the Wolfram Language and Knowledgebase

Price

•Standard Cloud $920 /year
•Standard Desktop $1,835
•Standard Desktop/Cloud $2,020
•Enterprise $5,145

Bottom Line

Mathematica excels across all areas of technical computing—including neural networks, machine learning, image processing, geometry, data science, visualizations, and much more

7.6
Editor Rating
8.0
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2 ratings
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Mathematica

28

TIMi Suite

The TIMi Suite is a complete and integrated suite of datamining tools that are covering all analytical needs for enterprise! The TIMi Suite produces reliable predictive analyses & segmentation analyses that give the best business-insight about B2B or B2C market, advertising campaigns and more. The TIMi Suite software is a real decision-making support system helping with good pro-active management. With TIMi, companies can capitalize on their corporate data to develop new ideas, to make business critical decisions and boost their corporate performance. TIMi enables better decisions at every management level. Through predictive analysis, TIMi produces extensive colorful Excel reports containing…

Overview
Features

•Extremely Large Datasets
•Extremely fast and advanced analytical engine
•The analytical engine of TIMi (which creates the predictive models) is 100% automated
•Complete documentation of the algorithms
•All computations can be conducted in "interactive mode" (with the mouse) or in "batch mode" creates a predictive model
•Estimation of the quality of the generated predictive models
•Data Audit

Price

Contact for Pricing

Bottom Line

TIMi is a user-friendly GUI tools for predictive modelling, with high scalability, high speed, high ROI & high prediction accuracy (a recurrent top winner at KDD cups). TIMi allows you to create very accurate predictive models for any kind of prediction: binary targets, continuous targets, multi-class targets.

7.5
Editor Rating
8.4
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1 rating
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TIMi Suite

29

DMWay

The DMWay Analytics Engine is a robust solution available that provides the highest level of modeling. The Analytic engine has been designed to model the steps taken by experienced data scientists in order to build accurate and effective analytics model.This innovative solution is made possible by using an expert system approach, rather than a “robotic” approach, to build models that mimic the way that an experienced data scientist goes about when building large-scale predictive models. The DMWay scoring engine is the tool recommended for businesses seeking assistance in the deployment of the predictive analytics results provided by the Analytics Engine.…

Overview
Features

•Meaningful models that can be validated and provide insight to domain experts
•Optimizing the algorithms (e.g., linear regression) behind the modeling process to cope with a multitude of attributes
•On-demand solution
•Single and multi-core options to scale up the analytic process and increase speed
•Rich set of tools for easy deployment in various environments by generating the model scoring code in R, Java and

Price

Contact for Pricing

Bottom Line

The DMWay Analytics Engine is the most robust solution available that provides the highest level of modeling.The Analytic engine has been designed to model the steps taken by experienced data scientists in order to build accurate and effective analytics model.

7.5
Editor Rating
7.6
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1 rating
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DMWay

30

Grapheur

Grapheur is a data mining, modeling, optimization and interactive visualization package which implements the "Learning and Intelligent Optimization" (LION) and LION solver approach. Grapheur offers features such as space, time, color, shapes, blinking, sweeps and synchronization. Grapheur advocates the use of self-tuning schemes acting while a software system is running. Grapheur permits interactive multi-objective optimization with a user interface for visualizing the results and facilitating the solution analysis and decision making process. Grapheur allows problem-specific extensions and is applicable as a post-processing tool for all optimization schemes with a number of different potential solutions. Grapheur lets users analyze both entities…

Overview
Features

• A unique synthesis of business intelligence, predictive analytics and automation.
• Explore your business data guided by your preferences and get fresh insight.
• Protean panels adapting to your needs and drag-and-drop actions.
• Predictive models to improve your decisions.
• Automation through intelligent optimization.

Price

Free

Bottom Line

Grapheur is a flexible and powerful business intelligence and predictive analytics tool which empowers the user from data to actionable insight.

7.5
Editor Rating
7.4
Aggregated User Rating
2 ratings
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Grapheur

31

QIWare

QIWare is an agile analytics solution that delivers a complete suite of capabilities to support end-to-end data mining cycle. Simplify data preparation and modeling while increasing business productivity, minimizing human error, and significantly improving usability. QIWARE has the capability to carry out data mining. It makes use of agile capabilities to provide solution to businesses to carry out the complete and end to end data mining cycle. It enables businesses to ease preparation of data and enable data modeling. It reduces human errors and increases speed and efficiency. It improves productivity too. The software helps in the management of customer…

Overview
Features

•Enable data preparation, analysis and data mining
•Allow segment management
•Allow customer retention
•Enable revenue maximization
•Enable cross sales and up sales
•Prevent risks

Price

Contact for Pricing

Bottom Line

QIWare enable to build analytics data marts with thousands of columns in only couple of hours using our unprecedented Auto-Mart feature, leverage scalability of your database with full in-DB calculations and never get lost in your data again with our built-in searchable data dictionary.

7.5
Editor Rating
6.3
Aggregated User Rating
1 rating
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QIWare

32

CMSR Data Miner Suite

CMSR Data Miner Suite provides an integrated environment for predictive modeling, segmentation, data visualization, statistical data analysis, and rule-based model evaluation. It also provides integrated analytics and rule-engine environment for advanced power users. Main features of CMSR include Self Organizing Maps (SOM) - Neural Clustering, Neural network predictive modeling, (Cramer) Decision tree classification and Segmentation, Hotspot drill-down and profiling analysis, Regression, Radial Basis Function (RBF) with rule engine and Business rules - Predictive Expert systems shell engines.RME-EP (Rule-based Model Evaluation - Event Processing) has been developed to use SQL-like language which can be learnt by business users and domain experts…

Overview
Features

•Neural network
•CMSR/RME-EP provides neural modeling tools
•Predict numerical scores as well as classifications.
•Neural Clustering
•Decision tree
•Time-series analysis

Price

Contact For Pricing

Bottom Line

RME-EP supports the following predictive models; Neural network, Neural Clustering and Radial Basis Functions, Decision tree, Regression and Time-series analysis.

7.5
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CMSR Data Miner Suite

33

Skytree

Skytree is a California-based software company that develops and publishes a machine learning platform for advanced analytics. The company offers a platform that gives organizations the power to discover analytic insights, predict future trends, make recommendations, and reveal untapped markets and customers. The leader in enterprise-grade machine learning, Skytree installs on existing infrastructure, uses the entire data set and utilizes high performance algorithms and automated model building to deliver more accurate predictive models in less time. Skytree also satisfies the specific requirements of discerning data scientists and IT organizations. Skytree speeds up machine learning methods by up to 150x compared…

Overview
Features

•Highly Scalable Algorithms
•Self-Documenting Models
•End-to-End Platform
•Artificial Intelligence for Data Scientists.
•Model Interpretability
•Programmatic and GUI Access

Price

Contact for Pricing

Bottom Line

Skytree allows data scientists to visualize and understand the logic behind ML decisions. Skytree provides visual documentation, which logs every data set used, data split done, transformation applied, algorithm run, and results obtained for each and every model built with Skytree.

7.5
Editor Rating
4.8
Aggregated User Rating
1 rating
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Skytree

34

Emcien

Emcien’s predictive analytics software empowers your entire organization, at every level, with answers for better decision-making. It delivers the answers to your most critical business problems as clear and actionable recommendations with the underlying reasons “why” you should follow them. From Sales to Operations; beyond beautiful graphical interfaces and buzzwords, we demystify big data and make it both useful and practical to businesses worldwide. Our clients have the strategic advantage to make the right decisions, every time. The automated analytics software empowers the entire organization, at every level, with answers for better decision-making. EmcienScan turns data exploration from a slow…

Overview
Features

•Sales & Marketing
•Events and predictions
•Easy and Rapid exploration
•Discover Connections Within Your Data
•Predict Events Before They Occur

Price

Contact for Pricing

Bottom Line

From Sales to Operations; beyond beautiful graphical interfaces and buzzwords, we demystify big data and make it both useful and practical to businesses worldwide. Our clients have the strategic advantage to make the right decisions, every time.

7.5
Editor Rating
10
Aggregated User Rating
1 rating
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Emcien

35

DataRPM

DataRPM provides an award-winning Cognitive Data Science platform on the cloud or on premises for enterprises to build data products for Predictive Analytics and Recommender Systems. Enterprises across the globe are using DataRPM to digitally transform their businesses in the core areas of Predictive Maintenance, Product Recommendations, Content Recommendations, Churn Predictions and Conversion Predictions. DataRPM prides itself in delivering the fastest and scalable automated data science platform with a natural language question answering interface which guarantees a return on investment for their customers and turns everyone in the organization into citizen data scientists. DataRPM delivers industry's only Cognitive Predictive Maintenance…

Overview
Features

•Prevents failure | Breakdowns
•Reduce Maintenance Cost
•Minimize Warranty Claims & Risk
•Optimize Inventory & Personnel

Price

Contact for Pricing

Bottom Line

CPdM platform delivers descriptive, predictive, prescriptive analytics through Natural Language Discovery module but also provides a closed loop system by integrating these actionable insights through APIs to ERP, CRM, and CMS systems.

7.5
Editor Rating
3.4
Aggregated User Rating
3 ratings
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DataRPM

36

Feature Labs

Feature Labs enables companies to get the most out of their data by empowering data scientists and help companies achieve their data goals by combining advanced technologies with a focus on providing business value. Feature Labs enables companies to get the most out of their data by empowering data scientists and help companies achieve their data goals by combining advanced technologies with a focus on providing business value. Feature Labs provides advanced prediction and feature engineering empower the new wave of data-driven business, seamlessly unite domain expertise with advanced automation, accelerate creation of new applications and predict the future using…

Overview
Features

•Transform data
•Build optimized models
•Operationalize predictions
•Improves workflow
•Prepares data for learning

Price

•Price:-$52,000 / year

Bottom Line

Feature Labs provides advanced prediction and feature engineering empower the new wave of data-driven business, seamlessly unite domain expertise with advanced automation, accelerate creation of new applications and predict the future using historical data.

7.5
Editor Rating
6.8
Aggregated User Rating
1 rating
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Feature Labs

37

RapidMiner Server

RapidMiner Server makes it easy to share, reuse and operationalize the predictive models & results created in RapidMiner Studio. RapidMiner Server’s central repository & management, dedicated computation power and flexible deployment options support analytic teamwork and rapidly put results into action. RapidMiner Server makes teamwork fast and easy. Users across the organization can work together more efficiently. They are able to access, reuse and share models and processes in a version-controlled, secure and centrally managed environment. RapidMiner Server provides reusable building blocks, templates & processes, storing of models in central repositories for reuse in other processes and projects, in-Memory analytical…

Overview
Features

•One-Click Deployment
•Server-Based Repository
•Scheduled Execution of Analytic
•Results & Processes
•LDAP User Authentication
•Easy Integration into Business Systems
•Web-Service APIs
•Model Management & Maintenance
•Increased Computational Power

Price

Contact for Pricing

Bottom Line

RapidMiner Server’s shared repository, dashboards and multi-user access lets contributors throughout your organization collaborate on predictive analytic process development and deployment

7.5
Editor Rating
8.2
Aggregated User Rating
2 ratings
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RapidMiner Server

38

GoodData

The GoodData platform includes advanced distribution and product lifecycle management features to automate the process of maintaining one-to-many cloud deployments. GoodData provides a highly engaging guided analytic exploration experience that drives actionable insights by teaching users best practice techniques through recommendations inside the interface. GoodData’s dashboards are responsive, mobile optimized, and include built-in alert, email and collaboration features to promote sharing across the organization GoodData provides groundbreaking BI for data monetization to enterprises, independent software vendors, and system integrators who seek to unlock the value of data for their business networks with engaging, one-to-many analytics. The intelligent analytics distribution platform…

Overview
Features

• Deliver Packaged Analytics
• Accelerate Time-to-Market without Compromising Functionality
• Enable Hundreds of Thousands of Business Users to Operate on Massive Datasets
• Boost Security and Compliance
• Seamlessly Embed Analytics In-Context
• Deliver Powerful Analytics
• Technical Capabilities

Price

Contact for Pricing

Bottom Line

GoodData provides groundbreaking BI for data monetization to enterprises, independent software vendors, and system integrators who seek to unlock the value of data for their business networks with engaging, one-to-many analytics.

7.7
Editor Rating
8.1
Aggregated User Rating
5 ratings
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GoodData

39

Google Cloud Prediction API

Google Cloud Prediction API provides a RESTful API to build Machine Learning models. Prediction's cloud-based machine learning tools can help analyze your data to add various features to your applications, such as customer sentiment analysis, spam detection, recommendation systems, and more. Google Prediction API provides pattern-matching and machine learning capabilities. After it learns from your training data, Prediction API can predict a numeric value or choose a category that describes a new piece of data. With these capabilities, you can create applications to perform tasks such as predicting what movies or products a user might like, categorizing emails as spam…

Overview
Features

• Cloud-based Machine Learning
• Customer Sentiment Analysis
• Spam Detection
• Recommendation Systems
• Sentiment Analysis
• Purchase Prediction

Price

Contact for Pricing

Bottom Line

Prediction API can integrate with Google App Engine, and the RESTful API is available through libraries for many popular languages, such as Python, JavaScript and .NET.

8.1
Editor Rating
8.1
Aggregated User Rating
11 ratings
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Google Cloud Prediction API

40

Salford Systems SPM

SPM Salford Predictive Modeler software suite is a highly accurate and ultra-fast analytics and data mining platform for creating predictive, descriptive, and analytical models from databases of any size, complexity, or organization. This suite of data mining tools includes Salford Systems' flagship products of CART, MARS, TreeNet, and Random Forests. Salford Systems SPM’s brainpower includes more than 70 pre packaged automated scenarios that are inspired by how leading model analysts build their work.Salford Systems SPM currently offers 4 different product versions that users can choose from depending on what they need for the company. The Basic Version provides data mining,…

Bottom Line

SPM software suite's automation accelerates the process of model building by conducting substantial portions of the model exploration and refinement process for the analyst.

9.0
Editor Rating
9.2
Aggregated User Rating
3 ratings
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Salford Systems SPM

41

HP Haven Predictive Analytics

HP Haven Predictive Analytics : HP Haven Predictive Analytics is powered by HP Vertica and Distributed R. Distributed R is a high performance analytical engine based on the open source R language developed with HP Labs to address the most demanding, Big Data predictive analytics tasks. Distributed R improves performance and enables users to analyze much larger data sets than was previously possible with the popular R statistical programing language. Haven Predictive Analytics provides data acceleration and native SQL support with HP Vertica. The native integration with the market leading columnar MPP database increases overall data access performance by up…

Overview
Features

•Document Categorization
•Language Identification
•Sentiment Analysis
•Entity Extraction
•Add to Text Index
•Find Related Concepts
•Find Similar
•Get Parametric Values
•Query Text Index

Bottom Line

HP Haven Predictive Analytics is powered by HP Vertica and Distributed R.

7.7
Editor Rating
6.8
Aggregated User Rating
1 rating
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HP Haven Predictive Analytics

42

GraphLab Create

GraphLab Create is a machine learning platform to build intelligent, predictive application involving cleaning the data, developing features, training a model, and creating and maintaining a predictive service. These intelligent applications provide predictions for use cases including recommenders, sentiment analysis, fraud detection, churn prediction and ad targeting. Trained models can be deployed on Amazon Elastic Compute Cloud (EC2) and monitored through Amazon CloudWatch. They can be queried in real-time via a RESTful API and the entire deployment pipeline is seen through a visual dashboard. The time from prototyping to production is dramatically reduced for GraphLab Create users. Dato is also…

Overview
Features

• Scalable Data Structures
• Deep Learning
• Image Analytics
• Model Optimization
• Feature Engineering
• Nearest Neighbors
• Regression
• Machine Learning Visualizations
• Anomaly Detection
• Text Analytics
• Clustering
• C++ SDK Plugin Architecture
• Classification
• Pattern Mining
• Graph Analytics

Price

Contact for Pricing

Bottom Line

GraphLab Create is a machine learning platform to build intelligent, predictive application involving cleaning the data, developing features, training a model, and creating and maintaining a predictive service.

7.6
Editor Rating
9.0
Aggregated User Rating
4 ratings
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GraphLab Create

43

Actian Analytics Platform

Actian Analytics Platform provide users faster and deeper insight and reduce analytic workloads and enable business users to maximize the value of historical data and make more informed business decisions. Actian Vector makes performance so fast, you can get into production quickly without the need for OLAP cubes, schemas and complex builds of aggregations. Actian Analytics Platform run complex queries against billions of records in just seconds, deploy BI projects faster without risky, complex and costly data warehouse projects and use half the cores, experience one-quarter the cost, and twice the performance of traditional solutions. Actian Analytics Platform accelerates the…

Overview
Features

•Vectorized Query Execution
•Maximizing CPU cache for execution
•Other CPU Optimizations
•Column-Based Storage
•Data Compression
•Positional Delta Trees (PDTs)
•Easy data migration
•Storage Indexes

Bottom Line

Actian Vector makes performance so fast, you can get into production quickly without the need for OLAP cubes, schemas and complex builds of aggregations.

7.6
Editor Rating
8.2
Aggregated User Rating
2 ratings
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Actian Analytics Platform

44

Alpine Chorus

Alpine Chorus is a comprehensive platform for Advanced Analytics which provides the entire analytic lifecycle in one environment, and enable people to build, deploy and consume analytic applications and insights in an agile and collaborative manner. Features include hypothesis testing and predictive modeling using full statistical functionality including Time-Series Analysis, Classification, Regression, Decision Trees and more, Data transformation, feature creation, and model building. Also curate and leverage data, models, and results securely to avoid data silos and provides end-to-end workflows cover extraction, transformation, modeling, and scoring. Alpine Alpine Chorus’s visual drag-and-drop interface allows business users and data scientists to interrogate…

Overview
Features

• Model Deployment
• Predictive Applications
• Project Management
• Scheduling
• Touchpoints
• Visual Workflow Editor
• Parallel Compute Engine
• PySpark Notebooks
• Big Data - HDP & DB
• Spark & SQL
• Deploy Anywhere
• Performance & Scalability
• Enterprise Security

Price

Contact for Pricing

Bottom Line

Alpine Chorus’s visual drag-and-drop interface allows business users and data scientists to interrogate their data without writing SQL queries or writing MapReduce and R code.

7.6
Editor Rating
8.3
Aggregated User Rating
3 ratings
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Alpine Chorus

45

Viscovery Software Suite

Viscovery Software Suite, help customers uncover high value insights in complex data sets and offers a selection of software for predictive analytics and data mining designed to comprehensively address the needs of business and technical users. The Software suite consists of Viscovery Profiler, Viscovery Predictor, Viscovery Scheduler, Viscovery Decision Maker, Viscovery One(2)One Engine and Viscovery SOMine. Viscovery Profiler offers explorative data mining, visual cluster analysis, segmentation, and profiling with features including Workflow Orientation, visual representation, statistical information and reports. Viscovery Predictor offers a generation of linear and non linear predictive models and scorings. The system enables workflow-oriented prediction, scoring, and…

Overview
Features

• Mature, reliable software, under continual development for more than 20 years
• Workflow navigation through analytical projects
• Self-explanatory user interface
• Comprehensive data mining capabilities
• Predictive marketing
• Explorative data mining
• Customer behavior modeling
• Risk analysis
• Business performance analysis
• Demand chain management
• Text mining
• Industrial process optimization
• Database imaging and querying
• Data quality assurance

Price

Contact for Pricing

Bottom Line

The Software suite consists of Viscovery Profiler, Viscovery Predictor, Viscovery Scheduler, Viscovery Decision Maker, Viscovery One, One Engine and Viscovery SOMine.

7.6
Editor Rating
8.3
Aggregated User Rating
2 ratings
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Viscovery Software Suite

46

FICO Model Central

FICO Model Central, is a powerful analytic model management solution which provides consistent end-to-end model governance, a central repository for all of an organization's analytic models, and advanced workflow management. Analytic models are at the heart of an organization's decision-making process, and increased regulatory oversight requires that businesses employ an approved model development and monitoring process, and retain comprehensive documentation of key decisions made throughout the model lifecycle. FICO is a leading analytics software company, and provides analytics software and tools used across multiple industries to manage risk, fight fraud, build more profitable customer relationships, optimize operations and meet strict…

Overview
Features

• Automates compliance tasks so analysts can focus on model improvement
• Minimizes compliance risk with comprehensive audit trails
• Easily embeds models within decision services to improve customer interactions
• Enhances performance of all decision components through faster identification of degradation
• Provides alerts and visualization to prioritize and speed model updates
• Deploys models into production faster regardless of vendor (SAS, SPSS, R and others)

Bottom Line

FICO Model Central provides streamline model validation time by 60%, speed model deployment by as much as 80%, reduce deployment costs by up to 50%, minimize compliance risk with comprehensive audit trails and enhance model performance through faster identification of model degradation.

7.6
Editor Rating
8.0
Aggregated User Rating
1 rating
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FICO Model Central

47

Rapid Insight Veera

Rapid Insight products enable users to turn their raw data into actionable information. The company's analytic software simplifies the extraction and analysis of data, enabling clients ranging from small businesses to Fortune 500 companies to fully utilize their information for data-driven decision making. Rapid Insight Veera is a solution that eliminates the complexity of working with data with an easy to use visual interface. It helps to create a repeatable process without the need for complex programming. Its easy-to-use visual interface eliminates the complexity of working with your data. The solution integrates data from disparate sources and formats and effortlessly…

Overview
Features

• Predictive Modeling
•Analyze the Past
•Understand the Present
•Predict the Future
• Data Blending
• Access any data from any source in any format
•SQL, Oracle, Excel, Access, Hadoop, Salesforce, Teradata, text, MySQL, Vertica, Splunk, Aster Data, Amazon Redshift
•Develop visual workflows
•Drag and drop UI that requires no coding
•Develop your own ad-hoc analyses
•Build datasets for predictive modeling
•Share results via the Cloud, email, or directly
•Seamlessly integrate with other tools like Python, R and Tableau
• Cloud-Based Reporting
•Merge data sources
•Share reports, dashboards and visualizations
•Schedule and automate updates
•Facilitate team discussion
•View shared reports on your phone, tablet or computer

Price

Contact for Pricing

Bottom Line

Rapid Insight Veera is a solution that eliminates the complexity of working with data with an easy to use visual interface. It helps to create a repeatable process without the need for complex programming.

7.6
Editor Rating
8.5
Aggregated User Rating
4 ratings
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Rapid Insight Veera

48

Vanguard Business Analytics Suite

Vanguard Business Analytics Suite brings scale and visual modeling to predictive analytics tools. Software automation completes the solution, automating forecast-model exercises to determine optimum business plan. Some of the features included are the ability to extrapolate historical performance data to guide strategic planning, balance the risks and rewards of unique course of actions to determine best possible outcomes and determine which assumptions can be beneficial to the company the most.With Vanguard Business Analytics Suite’s Intuitive Web User Interface, users will be able to access the forecast server on any web browser or any mobile devices. This provides availability anytime, anywhere…

Overview
Features

•Real Time Monitoring & Troubleshooting
•Historical Call Quality Analytics
•Improve Call Quality and Fix Issues Fast
•Custom Alerts
•Multi-Vendor Monitoring
•Share & Automate Reports

Price

Contact for Pricing

Bottom Line

Vanguard Business Analytics Suite brings scale and visual modeling to predictive analytics tools. Software automation completes the solution, automating forecast-model exercises to determine optimum business plan.

7.5
Editor Rating
8.2
Aggregated User Rating
2 ratings
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Vanguard Business Analytics Suite

What is Prescriptive Analytics Software

Prescriptive analytics goes beyond predicting future outcomes by suggesting actions to benefit from the predictions and showing the implications of each decision option. In other words, prescriptive analytics not only anticipates what will happen and when it will happen, but also why it will happen. Prescriptive analytics suggests decision options on how to take advantage of a future opportunity or mitigate a future risk and shows the implication of each decision option. Prescriptive analytics can continually take in new data to re-predict and re-prescribe, thus automatically improving prediction accuracy and prescribing better decision options.

You may also like to review the freeware and open source predictive analytics software solutions from the notable proprietary solutions vendors of predictive modeling solutions.

 

Top Prescriptive Analytics Software

IBM Prescriptive Analytics, Ayata, AIMMS, LIONoso, Profitect, NGData are the top prescriptive analytics software.
Prescriptive Analytics Software
PAT Index™
 
 
 
 
 
 

 

1

IBM Prescriptive Analytics

IBM prescriptive analytics solutions provide organizations in commerce, financial services, healthcare, government and other highly data-intensive industries with a way to analyze data and transform it into recommended actions almost instantaneously. These solutions combine predictive models, deployment options, localized rules, scoring and optimization techniques to form a powerful foundation for decision management. Prescriptive analytics takes that insight to the next level by suggesting the optimal way to handle that future situation. Organizations that can act fast in dynamic conditions and make superior decisions in uncertain environments gain a strong competitive advantage.IBM Prescriptive Analytics automate complex decisions and trade-offs to better…

Bottom Line

These solutions combine predictive models, deployment options, localized rules, scoring and optimization techniques to form a powerful foundation for decision management.

9.5
Editor Rating
8.4
Aggregated User Rating
2 ratings
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IBM Prescriptive Analytics

2

Ayata

AYATA’s enterprise customers use Prescriptive Analytics software to predict future outcomes of their critical business processes, prescribe decision options, and understand the impact of each decision option. AYATA’s technology is adaptive and thus can continuously facilitate accurate decision-making. Prescriptive Analytics is the science of automatically synthesizing big data, mathematical sciences, business rules and machine learning to make smarter decisions about the future. Ayata’s patent-pending technology can not only predict future outcomes, but also prescribe decision options and the impact of each option. Large corporations have a solid understanding of how their critical business processes have historically performed. Ayata software helps…

Bottom Line

Ayata software takes into account hybrid data – videos, images, sounds, texts, and numbers – with adaptive algorithms. The software has been architected from the ground up to handle today’s growing data volume, velocity and variety.

8.3
Editor Rating
8.8
Aggregated User Rating
2 ratings
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Ayata

3

AIMMS

AIMMS is a platform designed for building and delivering Apps that can improve business performance. AIMMS software leverages the power of prescriptive analytics (optimization) to provide companies with a competitive edge and quantifiable results.Considered to be a Prescriptive Analytics, AIMMS provide recommendations on what actions can be done to better address and make decisions using optimization modeling. This will then make the business effective in making decisions that may affect the company leading to a positive outcome. Working with a team makes a lot of difference especially when everybody works on their own task assigned. Not only have it boosted…

Bottom Line

AIMMS PRO assures uniformity in decision making and can remove the need for spreadsheets that can be slow, can break and are difficult to maintain across your team.

7.7
Editor Rating
8.2
Aggregated User Rating
1 rating
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AIMMS

4

LIONoso

LIONoso is a comprehensive Machine Learning and Intelligent Optimization tool for non-profit research and academic use. LIONoso is the ideal tool for the rapid development of prescriptive analytics application.In addition to the ML and optimization tools, advanced users adopt it for orchestrating heterogeneuos components. Orchestration deals with automating processes, with the arrangement, coordination, and management of complex software components connecting data, experiments, simulators, models, decisions. LIONoso is a machine learning and intelligence optimization tool. The tool is targeted for academic use and for nonprofit organizations. Researchers can get their work done through this tool. It helps in the quick development…

Bottom Line

In addition to the ML and optimization tools, advanced users adopt it for orchestrating heterogeneuos components. Orchestration deals with automating processes, with the arrangement, coordination, and management of complex software components connecting data, experiments, simulators, models, decisions.

8.6
Editor Rating
3.1
Aggregated User Rating
1 rating
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LIONoso

5

Profitect

Profitect is the leading provider of prescriptive analytics that offer a suite of solutions to help retailers easily understand and act on their data. These actions replace traditional reporting to ensure improved sales and profitability. Instead of sending someone a report to analyze, just tell them the opportunity and prescribe the actions they should take. Profitect’s Profit Amplification software, a pattern-seeking solution, enables retailers to quickly realize increased revenue and reduced costs across the entire retail supply chain. Retailers use multiple business technologies and sources to hold and view data. Profitect is flexible and enables retailers to quickly pull together…

Bottom Line

Profitect is the leading provider of prescriptive analytics. Profitect offers a suite of solutions to help retailers easily understand and act on their data. These actions replace traditional reporting to ensure improved sales and profitability.

8.3
Editor Rating
9.0
Aggregated User Rating
2 ratings
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Profitect

6

NGData

NGDATA helps data-rich companies in financial services, media/publishing and telecom to automate and optimize omni-channel customer interactions.Lily Enterprise, captures data across all channels and provides enterprises with real-time insights to drive superior customer experiences. Lily’s Customer DNA puts the individual at the center of the organization by design, continuously learning from behavior to act consistently and timely for superior experiences. NGDATA is a customer experience solution company and it helps other data-rich companies in media/publishing, telecom, financial services to arrange omnichannel customer interactions. NGDATA has customer management capability and its consulting services can help the people to turn data into…

Bottom Line

Lily’s Customer DNA puts the individual at the center of the organization by design, continuously learning from behavior to act consistently and timely for superior experiences.

7.5
Editor Rating
Aggregated User Rating
3 ratings
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NGData

You may also like to review the predictive analytics software API :
Predictive Analytics Software API

You may also like to review the top predictive analytics proprietary software list:
Top Free Predictive Analytics Software

7 Reviews
  • Ian Nicholson
    May 7, 2014 at 10:48 pm

    ADDITIONAL INFORMATION
    Typically, what kind of data sources do these tools require? A data warehouse? Or do they work directly from the source system?

  • August 28, 2014 at 7:33 am

    ADDITIONAL INFORMATION
    Also worth to take a look “Predictive Analytics Platform” of Blue Yonder.
    The algorithm is based on Cern.

    http://www.blue-yonder.com

  • Charmi
    September 20, 2014 at 3:11 am

    ADDITIONAL INFORMATION
    How about R and SPSS statistics?

    • Simon
      September 20, 2014 at 12:53 pm

      ADDITIONAL INFORMATION
      @Charmi,
      IBM Modeller is an extension to SPSS and Revolution Analytics can be considered as R.
      But it has to be said that most of the tools presented here are not predictive analytics programmes but merely data analysis ones.

  • June 13, 2015 at 9:25 am

    ADDITIONAL INFORMATION
    Quantforce, a new software to create model very fast.
    Model creation in 5 minute.

  • November 23, 2015 at 4:18 am

    ADDITIONAL INFORMATION
    We have a breakthrough in Predictive Analytics for retailers, which enable us to generate accurate predictions of future buys of customers. Our product suite uses this analytical insight for sending individual customer offers providing the ultimate Omni-Channel Personalization.

  • May 4, 2016 at 2:29 pm

    ADDITIONAL INFORMATION
    Another interesting platform is ClearPredictions, based on R

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