Best Predictive Analytics Software

Predictive analytics software mines and analyzes historical data patterns to predict future outcomes by extracting information from data sets to determine patterns and trends. Using a range of statistical analysis and algorithms, analysts use predictive analytics products to build decision models, which business managers can use to plan for the best possible outcome. Analysts, business users, data scientists, and developers all use predictive analytics software to better understand customers, products, and partners and to identify potential risks and opportunities for a company.

Predictive analytics programs enable organizations to use big data (both stored and real-time) to move from a historical view to a forward-looking perspective of the customer. These tools can be deployed both on premise (usually for enterprise users) and in the cloud. While the majority of predictive analytics software is proprietary, versions that are based on open-source technology do exist. Recent trends in predictive analytics software show its integration with business intelligence platforms, ERP systems, or other digital analytics software.

To qualify for inclusion in the Predictive Analytics category, a product must:

  • Mine and analyze structured and/or unstructured data
  • Create datasets and/or data visualizations from compiled data
  • Create predictive models to forecast future probabilities
  • Adapt to change and revisions
  • Allow import and export from office suites or other data-collecting channels
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    SAS Advanced Analytics software is infused with cutting-edge, innovative algorithms that can help you solve even your most intractable problems. Make the best decisions possible. And unearth opportunities you would otherwise miss.

    IBM Watson Studio
    (74)4.1 out of 5
    Optimized for quick response
    Optimized for quick response

    Together with IBM Watson Machine Learning, IBM Watson Studio is a leading data science and machine learning platform built from the ground up for an AI-powered business. It helps enterprises simplify the process of experimentation to deployment, speed data exploration and model development and training, and scale data science operations across the lifecycle. IBM Watson Studio empowers organizations to tap into data assets and inject predictions into business processes and modern applications and

    Amazon Machine Learning is a service that makes it easy for developers of all skill levels to use machine learning technology. It provides visualization tools and wizards that guide you through the process of creating machine learning models without having to learn complex ML algorithms and technology.

    IBM SPSS Modeler
    (89)3.8 out of 5
    Optimized for quick response
    Optimized for quick response

    The IBM SPSS Modeler is a leading, visual data science and machine learning solution. It helps enterprises accelerate time to value and desired outcome by speeding the operational tasks for data scientists. Leading organizations worldwide rely on IBM for data discovery, predictive analytics, model management and deployment, and machine learning to monetize data assets. The IBM SPSS Modeler empowers organizations to tap data assets and modern applications with complete, out-of-box algorithms and

    RapidMiner brings artificial intelligence to the enterprise through an open and extensible data science platform. Built for analytics teams, RapidMiner unifies the entire data science lifecycle from data prep to machine learning to predictive model deployment.

    Reimagine your business processes for the digital economy by using predictive insights to optimize your resources and improve margins across your entire enterprise. Uncover trends and patterns from Big Data, the Internet of Things, and your existing data sources with SAP’s powerful predictive analytics software.

    Board is the #1 decision-making platform. Founded in 1994 and Headquartered in Chiasso, Switzerland, and Boston, MA, Board International has enabled more than 3000 companies worldwide to effectively deploy Business Intelligence, Corporate Performance Management and Predictive Analytics applications on a single platform. The Board platform allows companies to achieve a single, accurate and complete view of business information and a full control of performance across the entire organization. Than

    There's a reason Information Builders received a perfect Recommend score in Dresner Advisory Group's 2018 Wisdom of Crowds BI Market Study. It's the same reason Information Builders achieves almost double the average adoption rates for full BI and analytics platforms in the industry. It's called WebFOCUS, the business intelligence and analytics platform where usability meets scalability. WebFOCUS is a business intelligence (BI) and analytics platform that boasts an elegant, fully responsive use

    FICO has developed new techniques and applied them to a wide range of business problems. Whether you are a business manager or an analytic scientist, this section will help you advance your knowledge of predictive analytics.

    Q is data analysis and reporting software primarily for market researchers. It performs all aspects of the analysis and reporting, from data cleaning and coding through to creating tables and advanced analyses, exporting to Office and creating online reports.

    SAP Analytics Cloud is a powerful data visualization tool that helps businesses of all sizes do more with data. By transforming static spreadsheets into actionable insights, you can make better fact-based decisions, uncover hidden trends and improve your business performance quickly. SAP Analytics Cloud combines all analytics capabilities -- including business intelligence, planning and predictive analytics -- in a single cloud-based solution.

    SAS Enterprise Miner is a software provide insights that drive better decision making, it streamline the data mining process to develop models quickly, understand key relationships and find the patterns that matter most.

    TIBCO Statistica
    (27)3.7 out of 5
    Optimized for quick response
    Optimized for quick response

    Statistica helps you innovate and solve complex problems faster, empower more people, and infuse algorithms everywhere to ensure insights quickly turn into optimal outcomes.

    KNIME® is an open source data analytics, reporting and integration platform.

    Dash is a Python framework for building analytical web applications. No JavaScript required.

    PrediCX is a predictive analytics engine designed to take all heterogeneous data and process it dynamically to make recommendations to operators in terms of 'next best action' based ultimately on optimising the customer experience (CX).

    Alteryx, Inc. is a leader in self-service data analytics. Alteryx Analytics provides analysts with the unique ability to easily prep, blend, and analyze all of their data using a repeatable workflow, then deploy and share analytics at scale for deeper insights in hours, not weeks. Analysts love the Alteryx Analytics platform because they can connect to and cleanse data from data warehouses, cloud applications, spreadsheets, and other sources, easily join this data together, then perform analytic

    Oracle Crystal Ball is the leading spreadsheet-based application for predictive modeling, forecasting, simulation, and optimization.

    Domino is a data science platform designed to help individuals and organizations develop and deploy predictive models more rapidly.

    H2O is a fully open source, distributed in-memory machine learning platform with linear scalability. H2O’s supports the most widely used statistical & machine learning algorithms including gradient boosted machines, generalized linear models, deep learning and more. H2O also has an industry leading AutoML functionality that automatically runs through all the algorithms and their hyperparameters to produce a leaderboard of the best models. The H2O platform is used by over 14,000 organizations

    Analytics for Supply Chain Planning and Data Discovery. Enterprise scaled, rapidly implemented, data secured. Analyze, decide and plan faster than ever before. Headquartered in San Diego, California, Halo is an analytics software and advisory services provider which offers customers an innovative blend of technology to manage demand forecasts, inventory and supplier relationships. Halo’s Advanced Information Hub is a first-of-its kind solution to help companies leverage all their corporate data

    Altair Knowledge Studio is an advanced predictive analytics and machine learning solution designed for data scientists and citizen data scientists alike. An easy-to-use user interface with pre-built workflows and requires no coding to allow insight to be found quickly in your data. It drives collaboration between data stewards, analysts and data scientists through comprehensive discussions and ratings systems.

    The 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.

    TIBCO Data Science
    (3)4.5 out of 5
    Optimized for quick response
    Optimized for quick response

    Accelerate ROI from your data science initiatives with a collaborative analytic workflow builder that lets you transform data into insight within Hadoop and other big data environments. Unlock your data's hidden potential and increase the value of your big data infrastructure.

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