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 (94.76%) 145 ratings

Top 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.

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

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

Top Predictive Analytics Software: Trending

Predictive Analytics Software : Top Twenty
PAT Index™
 
1
Dataiku DSS
 
2
RapidMiner Studio
 
3
KNIME Analytics Platform
 
4
SAP Predictive Analytics
 
5
SAS Predictive Analytics
 
6
Oracle Data Mining ODM
 
7
IBM Predictive Analytics
 
8
Angoss Predictive Analytics
 
9
Microsoft R
 
10
Minitab
 
11
TIBCO Spotfire
 
12
AdvancedMiner
 
13
STATISTICA
 
14
Microsoft Azure Machine Learning
 
15
Alteryx Analytics
 
16
ABM
 
17
Anaconda
 
18
Google Cloud Prediction API
 
19
DataRobot
 
20
HP Haven Predictive Analytics

Top Predictive Analytics Software

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

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

 

1

Dataiku

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…

Dataiku

 

2

RapidMiner

[adinserter block=”4″]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. RapidMiner supports all steps of the data mining process including results visualization, validation and optimization.RapidMiner uses a client/server model with the server offered as Software as a Service or on cloud infrastructures. RapidMiner provides data mining and machine learning procedures including: data loading and transformation, data preprocessing and visualization, predictive analytics and statistical modeling, evaluation, and deployment. RapidMiner is written in…

RapidMiner

RapidMiner

3

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,…

SAS Predictive Analytics

SAS Visual Analytics

4

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,…

IBM Predictive Analytics

5

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…

Alteryx Analytics

Alteryx Analytics

6

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,…

Anaconda

7

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.…

DMWay

8

KNIME

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 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. KNIME analytic workflows can be run through the interactive…

KNIME

9

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…

HP Haven Predictive Analytics

10

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…

Angoss Predictive Analytics

Angoss Decision Trees

11

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,…

STATISTICA

12

Oracle Data Mining ODM

Oracle Data Mining 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…

Oracle Data Mining ODM

Oracle Data Mining

13

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…

Portrait Predictive Analytics

14

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…

TIBCO Spotfire

15

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.…

GraphLab Create

GraphLab

16

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…

Microsoft Azure Machine Learning

17

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 Chorus’s visual drag-and-drop interface allows business users and data scientists…

Alpine Chorus

Alpine Chorus

18

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…

Viscovery Software Suite

Viscovery Software Suite

19

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…

FICO Model Central

20

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…

Lavastorm Analytics Engine

Lavastorm Analytics Engine

21

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 enables…

GoodData

22

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…

Information Builders WebFOCUS Platform

23

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…

Actian Analytics Platform

24

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…

Google Cloud Prediction API

25

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…

Minitab

26

Salford Systems SPM

SPM Salford Predictive Modeler software suite is a highly accurate and ultra-fast analytics and data mining platform for creating predictive,

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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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