Predictive Analytics
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Top 33 Predictive Analytics Software
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Top 33 Predictive Analytics Software

Top 33 Predictive Analytics Software
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Top Predictive 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. List of  Predictive Analytics Software including IBM Predictive Analytics, RapidMiner, Dataiku Data Science Studio, Angoss Predictive Analytics, GraphLab Create, TIMi Suite, TIBCO Analytics, Alteryx Analytics, Alpine Chorus, Oracle Data Mining (ODM), KNIME, Actian Analytics Platform, Portrait, Predixion, SAS Predictive Analytics, H2O, Analytics Solver, STATISTICA, Viscovery Data Mining Suite, Lavastorm Analytics Engine, Rapid Insight Analytics, Advanced Miner, CMSR Data Miner Suite, GMDH Shell, Anaconda, SAP Predictive Analytics, SAP InfiniteInsight,   FICO Predictive Analytics, Salford Analytics, Mathematica, MATLAB, and Minitab in no particular order.

You may also like to review the freeware and open source predictive analytics software solutions list which is given below:
Top Predictive Analytics Freeware Software

Here is a list of some of the Top 33 Predictive Analytics Software from the notable proprietary solutions vendors of predictive modeling solutions.

Top 33 Predictive Analytics Software

IBM Predictive Analytics, RapidMiner, Dataiku Data Science Studio, Angoss Predictive Analytics, GraphLab Create, TIMi Suite, TIBCO Analytics, Alteryx Analytics, Alpine Chorus, Oracle Data Mining (ODM), KNIME, Actian Analytics Platform, Portrait, Predixion, SAS Predictive Analytics, H2O, Analytics Solver, STATISTICA, Viscovery Data Mining Suite, Lavastorm Analytics Engine, Rapid Insight Analytics, Advanced Miner, CMSR Data Miner Suite, GMDH Shell, Anaconda, SAP Predictive Analytics, SAP InfiniteInsight,   FICO Predictive Analytics, Salford Analytics, Mathematica, MATLAB, and Minitab

Top Predictive Analytics Software

Top Predictive Analytics Software

1.IBM Predictive Analytics

IBM offers an easy to use predictive analytics products and solutions that meet the specific needs of different users and skill levels. The predictive analytics portfolio from IBM includes IBM SPSS Modeler, IBM Analytical Decision Management, IBM Social Media Analytics, IBM SPSS Data Collection, IBM SPSS Statistics, IBM SPSS Analytic Server and IBM Analytic Answers.

IBM SPSS Modeler is an extensive predictive analytics platform that is designed to bring predictive intelligence to decisions made by individuals, groups, systems and the enterprise. The solution provides a range of advanced algorithms and techniques that include text analytics, entity analytics, decision management and optimization.

IBM SPSS Statistics is an integrated family of products that addresses the entire analytical process, from planning to data collection to analysis, reporting and deployment.

Try Dataiku DSS

Dataiku DSS is the collaborative data science software platform that enables teams to explore, prototype, build, and deliver their own data products more efficiently.

Try Dataiku DSS

Dataiku DSS

IBM Predictive Analytics

IBM Predictive Analytics

IBM Predictive Analytics

2.RapidMiner

RapidMiner is an advanced business analytics workbench for data mining, text mining and predictive analytics. The solution uses many descriptive and predictive techniques to carry out churn reduction and sentiment analysis. RapidMiner together with its analytical server RapidMiner Server offers full reporting and dashboarding capabilities.

RapidMiner

Rapid Miner

Rapid Miner

3.Dataiku DSS

Dataiku DSS is a collaborative data science software platform that enables teams to explore, prototype, build, and deliver their own data products more efficiently. Dataiku provides 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, draft data preparation and modelisation in seconds, leverage their favorite ML libraries (scikitlearn, R, MLlib, H2O, and so on), and automating work in a completely customizable interface, handling workflow automations, creating predictive web services, monitoring data & model health on a daily basis.Data Science Studio (DSS) is a software platform that aggregates all the steps and big data tools necessary to get from raw data to production ready application. DSS profiles the data to help to find correlations and significant variables in data with only a few clicks and trains and tests best fitting models. DSS can also publish the models and predicted values to a variety of other destinations such as ElasticSearch, FTP servers, internal Datawarehouses.

Dataiku DSS

Integrated visual environment for data science applications with Dataiku DSS 3

4.Angoss Predictive Analytics

Angoss software portfolio delivers predictive analytics and data mining software that helps businesses discover valuable insights from their data and uncover new opportunities. The Angoss predictive analytics software portfolio includes KnowledgeEXCELERATOR, KnowledgeSEEKER, KnowledgeREADER, KnowledgeSTUDIO,  StrategyBUILDER, Big Data Analytics. Angoss KnowledgeSTUDIO has many features for data analysis and predictive analytics with many advanced modeling and predictive analytics features for high performance business users and quantitative analysts. The functionalities include Scorecards, Scoring, Text Analytics, Code Generation and Hadoop Integration.

Angoss Predictive Analytics

Angoss Predictive Analytics

Angoss Predictive Analytics

5.GraphLab Create

GraphLab Create is a machine learning platform from Dato that enables data scientists and app developers to easily create intelligent apps at scale. Building an intelligent, predictive application involves iterating over multiple steps: cleaning the data, developing features, training a model, and creating and maintaining a predictive service. GraphLab Create does all of this in one platform, which is easy to use, fast, and powerful.

GraphLab Create

GraphLab

GraphLab

6.TIMi Suite

TIMi Suite is a complete and integrated suite of datamining tools which produces reliable predictive analysis and segmentation analysis that give the best business insight about B2B or B2C market and advertising campaigns. TIMi allows to create very accurate predictive models for any kind of prediction: binary targets, continuous targets, multi-class targets. Using TIMi, predictive models can be rebuilt every week to track any customer behavior change at all time and is an optimal market penetration solution.

TIMi Suite

TIMi Suite

TIMi Suite

7.TIBCO Analytics

Tibco Analytics software portfolio delivers Spotfire which has features for data discovery and visualization, dashboards and analytic apps, predictive analytics and advanced Collaboration Tools. The predictive Analytics solution helps to quickly discover what you need to do to improve customer satisfaction and gain competitive advantage. TIBCO also provides solutions to visualize, explore and analyze data in the context of location and to expand situational understanding with multi layered geo analytics.

Tibco Spotfire

TIBCO Spotfire

TIBCO Spotfire

8.Alteryx Analytics

Alteryx Analytics provides analysts with an intuitive workflow for data blending and advanced analytics that leads to deeper insights .Alteryx analytics platform deeper insights by seamlessly blending internal, third party, and cloud data, and then analyze it using spatial and predictive drag-and-drop tools. There are over 30 drag-and-drop predictive tools based on the R language available in Alteryx Designer.

Alteryx Analytics

Alteryx Designer

Alteryx Designer

9.Alpine Chorus

Alpine Chorus is a comprehensive platform for Advanced Analytics which provides tools to manage 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.

Alpine Chorus

10.Oracle Data Mining (ODM)

Oracle Data Mining (ODM) provides powerful data mining functionality as native SQL functions within the Oracle Database. Oracle Data Mining enables users to discover new insights hidden in data and to leverage investments in Oracle Database technology. ODM contains several data mining and data analysis algorithms for classification, prediction, regression, associations, feature selection, anomaly detection, feature extraction, and specialized analytics. ODM also provides means for the creation, management and operational deployment of data mining models inside the database environment

The Oracle Spreadsheet Add-In for Predictive Analytics provides predictive analytics operations within a Microsoft Excel spreadsheet. You can analyze Excel data or data that resides in an Oracle database.

Oracle Data Mining (ODM)

Oracle Analytics Add on

Oracle Analytics Add on

11.Revolution Analytics

Revolution Analytics offers open-core versions of the free and open source software R for enterprise, academic and analytics customers. Revolution R Enterprise is a cost effective enterprise class big data big analytics platform which support a variety of big data statistics, predictive modeling and machine learning capabilities.

Revolution Analytics

Revolution Analytics

Revolution Analytics

12.KNIME

KNIME, which is the Konstanz Information Miner, is a user friendly and comprehensive data analytics framework which integrates various components for machine learning and data mining through its modular data pipelining concept. A graphical user interface allows assembly of nodes for data preprocessing for the Extraction, Transformation, Loading for modeling and data analysis and visualization.

KNIME

Knime

Knime

13.Actian Analytics Platform

Actian Analytics Platform, delivers end-to-end analytics platform built to run 100 percent natively in Hadoop. Actian transforms big data into business value for organizations by connecting data of any type, size or location; analyze it quickly wherever it resides; and take immediate action on accurate insights gained to delight their customers, gain competitive advantage, manage risk and find new sources of income. Actian provides Dataflow extension with KNIME.

Actian Analytics Platform

Actian Express- Hadoop SQL Edition delivers Big Data Value

Actian Express- Hadoop SQL Edition delivers Big Data Value

14.Portrait Predictive Analytics

Portrait Predictive Analytics suite consist 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 Predictive Analytics

15. Predixion

Predixion released the first Cloud based predictive modeling platform back in 2010. Predixion Insight is available in public, private or hybrid Cloud environments as well as on premises and supports complete end-to-end predictive analytics capabilities from data shaping to deployment. Models in Predixion are created leveraging various integrated Machine Learning libraries such as Microsoft SQL Server Analysis Services, R or Apache Mahout.

Predixion

Predixion

Predixion

16.SAS Predictive Analytics

SAS Predictive Analytics provides an integrated environment for predictive, descriptive modeling, data mining, text analytics, forecasting, optimization, simulation, and experimental design. The components of SAS Analytics are Predictive Analytics and Data Mining, Visual Analytics, Forecasting, Econometrics and Time Series, Model Management and Monitoring, Operations Research, Quality Improvement, Statistics, Text Analytics and Analytics for Microsoft Office.The Predictive Analytics and Data Mining component build descriptive and predictive models and deploy results throughout the enterprise. The functionalities include exploratory data analysis, model development and deployment, High performance data mining, credit, analytics acceleration, scoring acceleration and model management and monitoring.

SAS Enterprise Miner streamlines the data mining process to create highly accurate predictive and descriptive models based on large volumes of data from across the enterprise.

SAS Predictive Analytics

SAS Predictive Analytics

SAS Predictive Analytics

17. H2O

H2O is an open source predictive analytics platform and provides a combination of extraordinary math and high performance parallel processing with ease of use. H2O users can easily explore and model big data from within Microsoft Excel and RStudio and connect it with data from HDFS, S3, SQL and NoSQL data sources.Algorithms include Distributed Trees and Regression, such as Gradient Boosting Machine (GBM), Random Forest (RF), Generalized Linear Modeling (GLM), k-Means and Principal Component Analysis (PCA).

H2O

18. Analytics Solver

Frontline Systems, the leader in spreadsheet Solvers, offers Premium Solver, Risk Solver, XL Miner, Analytics Solver, which are advanced software used for optimization and simulation of business and engineering models in Excel. Analytic Solver Platform offers comprehensive forecasting, data mining, simulation/risk analysis, decision trees, and conventional and stochastic optimization, for problems of any size..

Analytics Solver

Analytics Solver

Analytics Solver

19.STATISTICA

STATISTICA provides comprehensive array of data analysis, data management, data visualization, and data mining solutions. The techniques include the widest selection of predictive modeling, clustering, classification, and exploratory procedures in one software platform.STATISTICA data management functions and procedures provide a large number of options for efficiently merging, aggregating, stacking and unstacking of data, transformations and smoothing of data, for cleaning/recoding/imputing of missing data, for identifying duplicate records, finding and recoding outliers. The data analysis capabilities cover thousands of STATISTICA functions, algorithms, tests, and methods ranging from simple break-down tables to advanced nonlinear modeling, generalized linear models and time series methods.

STATISTICA

STATISTICA

STATISTICA

20.Viscovery Data Mining Suite

Viscovery Data Mining Suite offers a selection of software for predictive analytics and data mining designed to comprehensively address the needs of business and technical users. Viscovery Profiler and Viscovery Predictor, are provided to high-end users as convenient standard software to be used on Windows workstations. The Viscovery One, One Engine provides capabilities for integrating Viscovery models in multiple environments for real-time application.

Viscovery Data Mining Suite

Viscovery

Viscovery

21.Lavastorm Analytics Engine

Lavastorm Analytics Engine platform provides an easy to use, drag and drop data preparation environment to provide business analysts a self-serve predictive analytics solution that gives them more power and a step by step validation for their visualization tools.

Lavastorm Analytics Engine

Lavastorm Analytics Engine platform deliver Predictive Insights 1

22.Rapid Insight Analytics

Rapid Insight is a provider of business intelligence and automated predictive analytics software to enable users to turn their raw data into actionable information Rapid Insight Analytics streamlines the predictive modeling and data exploration process by enabling users of all abilities to quickly build, test, and implement predictive models at lightning speed.

Rapid Insight Analytics

Rapid Insight Analytics

Rapid Insight Analytics

23.Advanced Miner

Advanced Miner is an integrated analytical tool for data processing, analysis and modeling. With a graphical interface it offers a complete and user friendly environment for data exploration. Scoring Engine provides real-time scoring and rating of customers using various business rules or models.

Advanced Miner

Advanced Miner

Advanced Miner

24.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.

CMSR Data Miner Suite

CMSR Data Miner Suite

CMSR Data Miner Suite

25.GMDH Shell

GMDH Shell creates multivariate linear regression models with seasonal, Fourier and trend components. GMDH Shell is used for predictive modeling, time series analysis, curve fitting and other forecasting and historical data analysis tasks. GMDH Shell software applies GMDH method for predictive modeling.

GMDH Shell

GMDH Shell

GMDH Shell

26.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, pandas, scikit-learn, Numba, PyTables, h5py, Matplotlib, Jupyter (formerly IPython), Spyder, Qt/PySide, VTK, Numexpr, Cython, Theano, scikit-image, NLTK, NetworkX, IRKernel, dplyr, shiny, ggplot2, tidyr, caret, nnet.

Anaconda

27.SAP Predictive Analytics

SAP Predictive Analytics helps to better understand the customers, provide targeted products and services, and reduce risk. SAP Predictive analytics software works with the existing data environment as well as with the SAP BusinessObjects BI Platform to mine and analyze the business data, anticipate business changes, drive smarter, and more strategic decision making. The functionalities include intuitive and iterative predictive modeling, advanced and powerful data visualization and R integration.SAP Predictive Analysis works with existing data environments and best with SAP HANA for real-time predictive insight.

SAP Predictive Analytics

SAP Predictive Analytics

SAP Predictive Analytics

28.SAP InfiniteInsight

SAP InfiniteInsight ( formerly KXEN predictive analytics) automates the building of sophisticated predictive models for every data mining function to gain unprecedented insights. The SAP InfiniteInsight components include Explorer to prepare data, Modeler to build models, Scorer to deploy the scores, Factory to improve the models and Social Network Analysis to find the influencers.

SAP InfiniteInsight

Kxen Predictive Analytics

Kxen Predictive Analytics

29. FICO Predictive Analytics

FICO Predictive Analytics are custom models which sharpen decisions by providing superior forecasts of future customer behavior. The product features include comprehensive modeling methodology, performance inference, interactive weights engineering and modeling techniques and analytic support services.

FICO Predictive Analytics

30.Salford Systems

Salford portfolio includes SPM, CART, MARS, TreeNet, Random Forests, as well as powerful new automation and modeling capabilities. SPM Salford Predictive Modele software suite is a highly accurate and fast platform for developing predictive, descriptive, and analytical models from databases of any size, complexity.

Salford Systems

Salford Systems

Salford Systems

31.Mathematica

Mathematica is an application for computations and is the development platform fully integrating computation into complete workflows.

Mathematica

Mathematica

Mathematica

32.MATLAB

MATLAB is a high level language and interactive environment for numerical computation, visualization, and programming. MATLAB, offers features for data analyzes, develop algorithms, and create models and applications. MATLAB can be used in projects such as modeling energy consumption to build smart power grids, developing control algorithms for hypersonic vehicles, analyzing weather data to visualize the track and intensity of hurricanes, and running millions of simulations to pinpoint optimal dosing for antibiotics.

MATLAB

MATLAB

MATLAB

33.Minitab

Minitab analyze the data and improve the products and services with the statistical software used to implement Six Sigma worldwide.

Minitab

Minitab

Minitab

You may also like to review the freeware and open source predictive analytics software solutions list which is given below:
Top Predictive Analytics Freeware Software

You may also like to review the predictive analytics software API  list which is given below:
Top Predictive Analytics Software API

More Information on Predictive Analysis Process

Predictive Analytics Process Flow

Predictive Analytics Process Flow

For more information of predictive analytics process, please review the overview of each components in the predictive analytics process: data collection (data mining), data analysis, statistical analysis, predictive modeling and predictive model deployment.

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