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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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Predictive Analytics reviews by real, verified users. Find unbiased ratings on user satisfaction, features, and price based on the most reviews available anywhere.

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    IBM Watson Studio accelerates the machine and deep learning workflows required to infuse AI into your business to drive innovation. It provides a suite of tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data and use that data to build, train and deploy models at scale.

    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 models, suited for hybrid, multi-cloud environments with robust governance and security posture. • Take advantage of open source based innovation including R or Python • Empower data scientists of all skills – programmatic and visual • Exploit multi-cloud approach - on-prem, public or private clouds • Start small and scale to enterprise-wide, governed approach

    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.

    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.

    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.

    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. Thanks BOARD, global enterprises, such as H&M, KPMG, DHL, Mitsubishi, NEC, Puma, Siemens, Toyota, have deployed end-to end decision-making applications in a fraction of the time and cost associated with traditional solutions.

    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.

    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 user interface and intuitive workflow. Unlike many analytics tools, which create silos and cannot scale, the New WebFOCUS empowers everyone inside and outside the organization with unlimited intelligence. * Business users need complete self-service analytics capabilities that help them create, use, and share analytical content * Data scientists and other experts need sophisticated predictive, AI and statistical capabilities that enables them to build models that can be used standalone or in scoring applications * Non-technical users need InfoApps™ for rich, interactive content that doesn't require training or tools – including analytics right inside the documents you send to them * Developers need the tools to create large-scale enterprise analytical applications for users inside and outside the firewall WebFOCUS is uniquely positioned to fulfill all the needs of a modern enterprise, through its ability to combine a broad range of governed BI and analytics with agile insights created by business users, all in one place, securely, at scale, and in the cloud or on premises.

    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.

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

    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).

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

    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 analytics – predictive, statistical, and spatial – using the same intuitive user interface, without writing any code. Thousands of companies and data analysts worldwide rely on Alteryx daily.

    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 globally and is extremely popular in both the R & Python communities.

    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 to generate new insight for competitive advantage.

    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.

    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.

    A prediction market protocol owned and operated by the people that use it.

    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.

    Multiple users can explore data, then interactively create and refine predictive models. Distributed, in-memory processing slashes model development time, quickly surfacing valuable insights you can act on.

    Altair Knowledge Seeker is a predictive analytics and data science platform that designed for data science teams and business analysts to empower better decisions based on insight found using trusted data and predictive analytic models. Its easy to use user interface with pre-built workflows allows data science teams with limited experience to to use fundamental statistical forecasting algorithms to predict outcomes with precision, efficiency and agility. Unique in its universality and efficiency, Knowledge Seeker’s fundamental data mining and predictive analytics capabilities such as data preparation, profiling, visualization, Decision Tree analysis, strategy design and deployment, will take you through an analytics journey that will answer questions such as “What is likely to happen” and “What should I do?”

    Compellon revolutionizes the speed and ease of using data to get to the heart of what matters and which actions will best achieve business outcomes.

    Dataiku is the centralized data platform that moves businesses along their data journey from analytics at scale to enterprise AI. By providing a common ground for data experts and explorers, a repository of best practices, shortcuts to machine learning and AI deployment/management, and a centralized, controlled environment, Dataiku is the catalyst for data-powered companies. Customers across retail, e-commerce, health care, finance, transportation, the public sector, manufacturing, pharmaceuticals, and more use Dataiku to power self-service analytics while also ensuring the operationalization of machine learning models in production. By removing roadblocks, Dataiku ensures more opportunity for business-impacting models and creative solutions, allowing teams to work faster and smarter.

    DataScience.com provides an enterprise data science platform that combines the tools, libraries, and languages data scientists love with the infrastructure and workflows their organizations need. The DataScience.com Platform maximizes the way data scientists like to work, so they can solve the right problems, create better analyses, amplify their results, and put more work into production — all from one place.

    Fluidly provides intuitive cashflow forecasting and management powered by AI. Fluidly is for modern businesses that want to know exactly what their financial future holds and how to optimise it.

    OpenText Magellan is a flexible AI and Analytics platform that combines open source machine learning with advanced analytics, enterprise-grade BI, and capabilities to acquire, merge, manage and analyze Big Data and Big Content stored in your Enterprise Information Management systems. Magellan enables machine-assisted decision making, automation, and business optimization.

    Pure1 Meta is global intelligence built from a massive collection of storage array health and performance data. By continuously scanning call-home telemetry from Pure’s installed base, Pure1 Meta uses machine learning predictive analytics to help resolve potential issues and optimize your workloads.

    SAS Visual Data Mining and Machine Learning supports the end-to-end data mining and machine-learning process with a comprehensive, visual (and programming) interface that handles all tasks in the analytical life cycle. It suits a variety of users and there is no application switching. From data management to model development and deployment, everyone works in the same, integrated environment.

    CSR Reporting - Sustainability Reporting - HSE Reporting - Carbon & Energy management - REACh traceability throughout supply chains

    The technology that enables the SelfDriving Enterprise: a cognitive operating system that connects you with your business and autonomously orchestrates your operations.

    Angoss InsightOPTIMIZER can be applied to a variety of scenarios based on model predictions. It tests these options by considering known and potential constraints and observing the effects on defined business metrics (examples: ROI, payback, margin gained).

    Arimo is an artificial intelligence software. Arimo's machine learning algorithms, powerful big-compute platform, and data management deliver predictive apps for business users, data scientists and IT.

    Agile analytics and reporting tool, which enables business users to make informed decisions from real-time business data

    Enjoy the power of Programmatic Machine Learning

    Boku Optimise is a merchant solution that helps operators drive higher revenue and lower risk across their merchant partnerships. It features comparative merchant analyses and detailed drill-downs into specific merchants.

    ClearPredictions offers organizations huge opportunities to gain competitive advantage with their data. We deliver actionable customer behaviour predictions with powerful "yet easy to use" machine learning technology.

    We are the next generation cloud optimization service that perfectly and automatically matches the optimal cloud resources to your applications.

    DMWay is an analytic tool that empowers organizations to streamline predictive analytics and improve competitive edge.

    EmcienPatterns analyzes your dirty data, as-is , ignoring missing values, mismatched formatting, and other imperfections, so you can get your project off-the-ground quickly and easily without a time-consuming data cleanse or scrub.

    Endor is a predictions protocol that provides automated, accurate, affordable predictions, for individuals and businesses.

    Enlyft delivers actionable insight to help sales and marketing teams identify the right customers and approach them in the right ways. Enlyft solutions harness the power of machine learning to transform data into actionable business intelligence.

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