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.
40credentials
3online degrees
194courses

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Explore the Predictive Analytics Course Catalog

  • Status: Preview

    Skills you'll gain: Decision Support Systems, Customer experience improvement, Resource Allocation, Health Informatics, Patient-centered Care, Stakeholder Analysis, Value-Based Care, Operational Analysis, Patient Communication, Predictive Analytics, Business Analysis, Analytics, Data-Driven Decision-Making, Personalized Service, Care Management, Systems Integration, Innovation

  • Status: Free Trial

    Skills you'll gain: Data Ethics, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning, Responsible AI, Performance Measurement, Predictive Modeling, Leadership and Management, Predictive Analytics, Data Processing, Fraud detection, Business Leadership, Business Transformation, Data-Driven Decision-Making, Business Priorities, Data Science

  • Status: Free Trial

    Tableau Learning Partner

    Skills you'll gain: Data Literacy, Tableau Software, Business Analysis, Business Process, Analytics, Business Analytics, Business Intelligence, Data Analysis, Data-Driven Decision-Making, Project Management, Data Presentation, Descriptive Analytics, Predictive Analytics

  • Status: Free Trial

    University of Pennsylvania

    Skills you'll gain: Fraud detection, Financial Data, Financial Analysis, Financial Statement Analysis, Financial Forecasting, Business Analytics, Predictive Analytics, Analytics, Accounting, Business Metrics, Performance Analysis, Operational Analysis, Return On Investment, Key Performance Indicators (KPIs), Finance

  • Status: Preview

    Pontificia Universidad Católica de Chile

    Skills you'll gain: Descriptive Analytics, Data Mining, Business Analytics, Predictive Analytics, Analytics, Business Intelligence, Forecasting, Business Analysis, Data Analysis, Data-Driven Decision-Making, Trend Analysis, Business Strategy, Decision Making

  • Status: Free Trial

    University of Colorado System

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Machine Learning, Regression Analysis

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Statistical Inference, Business Analytics, Statistical Analysis, Statistical Hypothesis Testing, Regression Analysis, Data-Driven Decision-Making, Statistical Methods, Probability & Statistics, Predictive Analytics, Microsoft Excel, Descriptive Analytics

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Business Analytics, Analytics, Data Analysis, Business Intelligence, Analytical Skills, Business Analysis, Advanced Analytics, Data-Driven Decision-Making, Trend Analysis, Predictive Analytics, Data Strategy, Data Warehousing, Data Science

  • Status: Preview

    Skills you'll gain: Patient-centered Care, Health Informatics, Patient Communication, Healthcare Industry Knowledge, Health Technology, Analytics, Data Analysis, Predictive Analytics, Innovation, Big Data, Data-Driven Decision-Making, Decision Support Systems, Social Determinants Of Health, Artificial Intelligence

  • Status: Free Trial

    University of Maryland, College Park

    Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Search Engine Marketing, Keyword Research, Digital Marketing, Data-Driven Decision-Making, A/B Testing, Marketing Effectiveness, Online Advertising, Data Analysis, Contextual Advertising, Big Data, Customer Analysis, Key Performance Indicators (KPIs), Customer Data Management, Predictive Analytics, Machine Learning

  • Status: Free Trial

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Machine Learning, Data Analysis, Python Programming, Random Forest Algorithm

  • Status: Free Trial

    Skills you'll gain: Case Studies, Digital Transformation, Advanced Analytics, Business Analytics, Business Analysis, Predictive Analytics, Data Analysis, Analytical Skills, Analysis, Value Propositions, Customer Analysis, Business Consulting, Business Transformation, Big Data

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