Predictive Analytics

Predictive Analytics is an area of statistics that deals with extracting information from data and using it to predict trends and behavior patterns. Coursera's predictive analytics catalogue teaches you how to use statistical techniques from predictive modeling, machine learning, data mining, and other data analysis techniques to predict future outcomes. You'll learn to identify relevant data sources, choose the correct predictive models, validate and optimize the models, and effectively communicate the results. This knowledge will equip you with the skills to make data-driven decisions in a range of industries such as business, healthcare, finance, and more.
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Explore the Predictive Analytics Course Catalog

  • Status: New
    Status: Free Trial

    Skills you'll gain: Data Strategy, Data Management, Data Governance, Data Quality, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Leadership, Predictive Analytics, Analytics, Technical Management, Business Analytics, Machine Learning, Strategic Decision-Making, Artificial Intelligence, Large Language Modeling, Regression Analysis, Decision Tree Learning

  • Status: Free Trial

    University of Pennsylvania

    Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Verbal Communication Skills, Matplotlib, Data Storage, Data Science, Machine Learning

  • Status: Free Trial

    Skills you'll gain: Generative AI, Fraud detection, Predictive Analytics, Financial Services, Personalized Service, Financial Modeling, Financial Trading, Financial Reporting, FinTech, Compliance Management, Artificial Intelligence, Risk Analysis, Emerging Technologies, Banking, Investment Management, Automation

  • Status: Free Trial

    Skills you'll gain: Marketing Automation, Marketing Analytics, Digital Marketing, Marketing Strategies, Customer Analysis, Predictive Analytics, Artificial Intelligence, Search Engine Optimization, HubSpot CRM, Advertising, Customer experience improvement, Computer Vision

  • Status: Free Trial

    Skills you'll gain: Supervised Learning, Applied Machine Learning, Matlab, Regression Analysis, Predictive Modeling, Classification And Regression Tree (CART), Machine Learning, Feature Engineering, Predictive Analytics, Statistical Modeling, Data Processing, Sampling (Statistics)

  • Status: Free Trial

    Fundação Instituto de Administração

    Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, Data Modeling, Data Science, Data Analysis, Business Analytics, Data Processing, Predictive Analytics, Strategic Decision-Making, Databases, Machine Learning Methods

  • Status: Free Trial

    Skills you'll gain: Marketing Automation, Marketing Analytics, Digital Marketing, MarTech, Predictive Analytics, Advanced Analytics, Analytics, Marketing Effectiveness, Marketing Strategies, Marketing Channel, Data Analysis, Natural Language Processing, Business Ethics, Video Production, Artificial Intelligence, Machine Learning

  • Status: Free Trial

    Skills you'll gain: Data Ethics, Predictive Modeling, Classification And Regression Tree (CART), Statistical Machine Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Python Programming, Unsupervised Learning

  • Status: Free Trial

    Skills you'll gain: Microsoft Copilot, Sales Strategy, Customer Analysis, Sales Pipelines, Data Cleansing, Sales Management, Sales, Customer Relationship Management (CRM) Software, Customer Insights, Data Quality, Customer Data Management, AI Personalization, Analytics, Personalized Service, Data Management, Predictive Analytics, Data-Driven Decision-Making, Data Integration

  • Status: Preview

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Demand Planning, Operational Efficiency, Inventory Management System, Generative AI, Logistics, Forecasting, Operational Analysis, Business Ethics, Artificial Intelligence, Business Process Automation, Emerging Technologies, Predictive Analytics, Automation

  • Status: Free Trial

    Skills you'll gain: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Scientific Visualization, Data Visualization Software, Predictive Analytics, Debugging, Data Manipulation, Object Oriented Programming (OOP), Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Microsoft Visual Studio, Predictive Modeling, Data Analysis

  • Status: Free Trial

    Skills you'll gain: Legal Technology, Responsible AI, Legal Strategy, Legal Research, Generative AI, Case Law, Predictive Analytics, Regulation and Legal Compliance, Artificial Intelligence, Legal Writing, Document Management, Ethical Standards And Conduct, Automation, Natural Language Processing