Top 38 Predictive Analytics & Prescriptive Analytics Software
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.
Predictive analytics 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
What are the Top Predictive Analytics Software: Sisense for Cloud Data Teams, Google AI Platform, Anaconda, Rapid Insight Veera, Microsoft Azure, SAP Predictive Analytics, Alteryx Analytics, DataRobot, IBM Predictive Analytics, RapidMiner Studio, Dataiku DSS, KNIME Analytics Platform, SAS Predictive Analytics, H2O.ai, Oracle Data Mining ODM, GoodData, WebFOCUS Platform, Altair, TIBCO Spotfire, MATLAB, Mathematica, AdvancedMiner, Analytic Solver, ABM, Viscovery Software Suite, FICO Model Central, Salford Systems SPM, TIMi Suite, DMWay, Feature Labs, Vanguard Business Analytics Suite, CMSR Data Miner Suite are the top predictive analytics software.
What are the Top Prescriptive Analytics Software: IBM Prescriptive Analytics, Profitect, NGData, Ayata, AIMMS, LIONoso 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
Sisense for Cloud Data Teams
Sisense for Cloud Data Teams formerly 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…
•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
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•Enable data experts to answer more complex questions, quickly.
•Intuitive Drag-and-Drop Interface
•Ensure Control, Consistency and Trust
•One Tool For All Your Data Needs
•Tailored For Every Workload
•Combine all of your data sources into a single platform for powerful analysis and insights
Google AI Platform
AI Platform makes it easy for machine learning developers, data scientists, and data engineers to take their ML projects from ideation to production and deployment, quickly and cost-effectively. From data engineering to “no lock-in” flexibility, AI Platform’s integrated tool chain helps you build and run your own machine learning applications. AI Platform supports Kubeflow, Google’s open-source platform, which lets you build portable ML pipelines that you can run on-premises or on Google Cloud without significant code changes. And you’ll have access to cutting-edge Google AI technology like TensorFlow, TPUs, and TFX tools as you deploy your AI applications to production.…
• Cloud-based Machine Learning
• Customer Sentiment Analysis
• Spam Detection
• Recommendation Systems
• Sentiment Analysis
• Purchase Prediction
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• Cloud-based Machine Learning
• Customer Sentiment Analysis
• Spam Detection
•State-of-the-art security system
•Convenient pricing scheme
•Long-term use guaranteed
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,…
• Analytics Workflows
• Analytics Interaction
• High Performance Distribution
• Data Engineering
• Advanced Analytics
• High Performance Scale Up
• Reproducibility
• Analytics Deployment
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• Analytics Workflows
• Analytics Interaction
• High Performance Distribution
• Accelerate streamline of data science workflow from ingest through deployment
• Connect all data sources to extract the most value from data
• Create, collaborate and share with the entire team
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…
• 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
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• Predictive Modeling
•Analyze the Past
•Understand the Present
• Merge data sources to create dashboards that address business needs.
• Share reports, dashboards and visualizations with your team on their personal RIO (rapid insight online) webpage with a single click.
• Schedule and automate updates for mission critical reporting.
Microsoft Azure
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…
• 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
•App Service – Starting From FREE Every Month
•Virtual Machines – Starting From $13 / month
•SQL Database – Starting From $4.99 / month
• Digital Marketing
• Mobile
• E-Commerce
• Mobile enabled
• Cloud based
• Supports any operating system, language, tool and framework.
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…
• 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
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• 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.
• Harness in database predictive scoring.
• End to end model management.
Alteryx Analytics
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…
• 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
•1 Year Subscription (Per User, Per Year)- Alteryx Analytics Gallery - $1,950, Alteryx Designer - $5,195, Alteryx Server - $58,500
• Cloud-based, run-time solution
• Empower everyone to make data driven decisions
• Create a secure, private studio for analytic apps
• Perform advanced analytics
• Share analysis with decision makers
• Eliminate redundant work
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…
•Drag and drop dataset
•Automatically built and evaluate 100s of models
•Deploy Top models
•Make predictions and get insights
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•Drag and drop dataset
•Automatically built and evaluate 100s of models
•Deploy Top models
•Build 100s of Models In One Click
•Explore Top Models and Get Insights
•Deploy Best Model and Make Predictions
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,…
• Deploy insights into business processes
• Hands-on predictive analytics
• Full breadth of predictive analytics techniques
• Open source statistical software tools
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• Deploy insights into business processes
• Hands-on predictive analytics
• Full breadth of predictive analytics techniques
• Build and deploy predictive models directly into your business processes
• Use multi-faceted predictive analytics capabilities in a single solution
• Amplify the power of your statistical analytics with R, Python and more
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…
• Unified Platform
• Visual Workflow Design
• Breadth of Functionality
• Open Source Innovation
• Broad Connectivity
• Data Science at Every Scale
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• Unified Platform
• Visual Workflow Design
• Breadth of Functionality
• Visual workflow design
• Breadth of functionality
• Open source innovation
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…
• Connectivity
• Data Wrangling
• Machine Learning
• Data Mining
• Data Visualization
• Data Workflow
• Realtime Scoring
• Code Or Click
• Collaboration
• Deployment
• Enterprise Readiness
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• Connectivity
• Data Wrangling
• Machine Learning
• Collaborative Data Science software
• Allows to use customizable drag-and-drop code
• Allows to use more than 20 charts and more than 80 built-in functions
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…
• 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
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• Powerful Analytics
• Data & Tool Blending
• Open Platform
• Churn analysis
• Social media sentiment analysis
• Credit scoring
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,…
• Data Mining
• Statistical Analysis
• Forecasting & Econometrics
• Text Analytics
• Optimization & Simulation
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• Data Mining
• Statistical Analysis
• Forecasting & Econometrics
• Increase bottom line and competitive advantage
• Identify the likelihood of future outcomes based on historical data
• Identify factors leading to reduced quality and production failures
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…
•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
•Best of Breed Open Source Technology
•Easy-to-use WebUI and Familiar Interfaces
•Data Agnostic Support for all Common Database and File Types
• Easy to use WebUI and Familiar interfaces
• Best of breed open source technology
• Massively Scalable big data analysis
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…
• 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
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• Active Data Guard
• Advanced Analytics
• Advanced Compression
• Ability to mine data tables and views.
• Full advantave of database.
• Real time applications.
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…
• 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
• Free version
•Growth- 200 per year per customer
•Enterprise- Contact for Pricing
•Operational reporting, strategic analytics and exploratory analytics
•Mobile support and Email alerts
•Responsive visualizations throughout
•Centralized provisioning, subscriber, and lifecycle management
•Benchmarks, scorecards, and data enrichment that increase your business network insights
•Efficient analytics authoring for distribution to network
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…
• Data Discovery
• Predictive Analytics
• Reporting
• Dashboards
• In-Document Analytics
• Location Analytics
• Big Data and the Internet of Things
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• Big Data and the Internet of Things
• Sentiment and Word Analytics
• BI and Analytics Smart Search
• Sentiment and Word Analytics
• BI and Analytics Smart Search
• Natural Language Generation (NLG)
Altair
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,…
• Risk Analytics
• Customer Analytics
• Marketing Analytics
• Prescriptive Analytics
• Text & social Analytics
• Sales Analytics
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• Risk Analytics
• Customer Analytics
• Marketing Analytics
• Improve risk.
• Intelligent data.
• Clear and detailed info'.
TIBCO Spotfire
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…
• Data Discovery
• Data Wrangling
• Predictive Analytics
• Big Data Analytics
• Location Analytics
• Enterprise Scale Analytics
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• Data Discovery
• Data Wrangling
• Predictive Analytics
• Smart visual data discovery
• Immersive data wrangling
• Predictive analytics your way
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.…
•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
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•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
• Integrate with model based design
• Run on embedded devices
• Deploy to enterprise applications
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…
•24/7 Enterprise Support
•Enterprise CDF Development
•Mathematica Online
•Seamless Cloud Integration
•Full Access to the Wolfram Language and Knowledgebase
•Standard Cloud $920 /year
•Standard Desktop $1,835
•Standard Desktop/Cloud $2,020
•Enterprise $5,145
•24/7 Enterprise Support
•Enterprise CDF Development
•Mathematica Online
• Access knowledge-based programming
• Access to real-time worldwide data
• Offers seamless cloud integration
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…
•Allow customer segmentation and profiling
•Analyze data and prepare data modals
•Allow data exploration
•Allow fraud detect and risk analysis
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•Allow customer segmentation and profiling
•Analyze data and prepare data modals
•Allow data exploration
• 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
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,…
•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
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•Allow data mining, predictive analysis and data visualization
•Easy to use interface
•Built in feature in Excel
• Data/Text mining.
• Conventional optimization.
• Monte Carlo simulation.
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…
•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
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•Automatic dataset preparation
•Comprehensive reports
•3 working modes presenting different approaches to data processing and modeling
•Decrease Churn Rate
•Maximize Sales Campaign ROI
•Boost Your Clients Loyalty
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…
• 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
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• Mature, reliable software, under continual development for more than 20 years
• Workflow navigation through analytical projects
• Self-explanatory user interface
• User friendly interface
• Comprehensive data mining capabilities
• Predictive marketing
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…
• 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)
• 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
• Accurate audit trials
• Centralized model management
• Minimize compliance risk
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,…
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…
•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
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•Extremely Large Datasets
•Extremely fast and advanced analytical engine
•The analytical engine of TIMi (which creates the predictive models) is 100% automated
• Reduces costs
• Reduces lengthy data quality pre-treatment steps
• Colorful excel reports
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…
•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
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•SQL or use our scoring engine for easy integration.
•Easy integration of our analytic engine within other systems using our REST API allowing scaling up the analytic process.
•Leverage the work of the data scientist by doing the heavy lifting faster
•Optimizing Algorithms
•On-demand Solution
•Single and Multi-core Options
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…
•Transform data
•Build optimized models
•Operationalize predictions
•Improves workflow
•Prepares data for learning
•Price:-$52,000 / year
•Transform data
•Build optimized models
•Operationalize predictions
•Deploy Data Science Solutions
•Accelerate Data Understanding
•Iterate Towards Insight
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,…
•Real Time Monitoring & Troubleshooting
•Historical Call Quality Analytics
•Improve Call Quality and Fix Issues Fast
•Custom Alerts
•Multi-Vendor Monitoring
•Share & Automate Reports
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•Real Time Monitoring & Troubleshooting
•Historical Call Quality Analytics
•Improve Call Quality and Fix Issues Fast
• Forecasting
• Decision tree analysis
• Monte Carlo simulation
Vanguard Business Analytics Suite
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…
•Neural network
•CMSR/RME-EP provides neural modeling tools
•Predict numerical scores as well as classifications.
•Neural Clustering
•Decision tree
•Time-series analysis
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•Neural network
•CMSR/RME-EP provides neural modeling tools
•Predict numerical scores as well as classifications.
• Easy to use interface for adding, editing, printing and searching VistA data
• Easily create and customize reports
• Customize permission controls
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
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…
•Automate complex decisions and trade-offs
•Mitigate a future risk.
•Proactively update recommendations based on changing events.
•Meet operational goals, increase customer loyalty, prevent threats and fraud, and optimize business processes.
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•Automate complex decisions and trade-offs
•Mitigate a future risk.
•Proactively update recommendations based on changing events.
•Improve operations
•Manage resources more effectively
•Mitigate risk
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…
•Multiple business technologies.
•Intelligently transforms data.
•Warehouse/BI Solution
•Best practice solutions based on a company’s standard
•Constant improvement and resolution of issues leading to increased profits.
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•Multiple business technologies.
•Intelligently transforms data.
•Warehouse/BI Solution
•Establish control of sales behavior
•Use data to enable analysis and results
•Increase on-shelf availability, improve sales
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…
Ngdata has customer experience management and data driven solutions. It has business analytics, customer retention strategies.
It has standard pricing and it's pricing is based on volume of data or number of customers. Free trial available. For pricing information, please contact NGDATA.
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…
•Machine Learning
•Applied Statics
•Operations Research
•Natural Language Processing
•Signal Processing
•Patter Recognition
•Computer Vision
•Image Processing
•Speech Recognition
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•Machine Learning
•Applied Statics
•Operations Research
•Integrated Predictions & Prescriptions
•Feedback & Recalibration
•Adapted & Automated
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…
•Interactive Dashboards
•Robust and Versatile Analytics
•Create Customized Solutions
•Fast, Flexible and Secure Web-Based Solutions
•Build Custom Apps
•Create Customized Solutions
•Fast, Flexible and Secure Web-Based Solutions
•Build Custom Apps
• Answer in minutes, not days or weeks
• Do it yourself
• Reliable data
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…
•Allow learning from data
•Allow machine learning and optimization
•Provide solution to healthcare
•Allow research and development
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•Allow learning from data
•Allow machine learning and optimization
•Provide solution to healthcare
• Orchestration of external components.
• Database access.
• Allow learning from data.
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: 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. What are the Top Predictive Analytics Software? Periscope Data, Google AI Platform, Anaconda, Rapid Insight Veera, Microsoft Azure, SAP Predictive Analytics, Alteryx Analytics, DataRobot, IBM Predictive Analytics, RapidMiner Studio, Dataiku DSS, KNIME Analytics Platform, SAS Predictive Analytics, H2O.ai, Oracle Data Mining ODM, GoodData, WebFOCUS Platform, Altair, TIBCO Spotfire, MATLAB, Mathematica, AdvancedMiner, Analytic Solver, ABM, Viscovery Software Suite, FICO Model Central, Salford Systems SPM, TIMi Suite, DMWay, Feature Labs, Vanguard Business Analytics Suite, CMSR Data Miner Suite are the top predictive analytics software. What is Prescriptive Analytics Software? 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. What are the Top Prescriptive Analytics Software? IBM Prescriptive Analytics, Profitect, NGData, Ayata, AIMMS, LIONoso are the top prescriptive analytics software.
Top Free Predictive Analytics Software
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Typically, what kind of data sources do these tools require? A data warehouse? Or do they work directly from the source system?
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Also worth to take a look “Predictive Analytics Platform” of Blue Yonder.
The algorithm is based on Cern.
http://www.blue-yonder.com
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How about R and SPSS statistics?
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@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.
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Quantforce, a new software to create model very fast.
Model creation in 5 minute.
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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.
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Another interesting platform is ClearPredictions, based on R
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Very informative post. Predictive Analytics is also useful in improving decision making and operations.
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Thank you for the article! I would love to add some info on custom development of predictive analytics tools, maybe it will be useful for someone.