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Predictive Analytics Courses

Predictive analytics courses can help you learn data collection techniques, statistical modeling, and machine learning fundamentals. You can build skills in interpreting data patterns, making forecasts, and evaluating model performance. Many courses introduce tools like R, Python, and Tableau, that support analyzing datasets and visualizing results. You'll also explore key topics such as regression analysis, time series forecasting, and risk assessment, equipping you to make informed decisions based on predictive insights.


Popular Predictive Analytics Courses and Certifications


  • Status: Free Trial
    Free Trial
    S

    SAS

    Regression Modeling Fundamentals

    Skills you'll gain: Logistic Regression, Predictive Modeling, Predictive Analytics, SAS (Software), Statistical Modeling, Regression Analysis, Statistical Programming, Model Evaluation, Statistical Software, Model Training, Data Validation, Statistical Analysis, Model Deployment, Statistical Methods, Correlation Analysis, Statistical Hypothesis Testing, Probability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    I

    Imperial College London

    Science Matters: Let's Talk About COVID-19

    Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Public Health, Infectious Diseases, Community Health, Infection Control, Economics, Policy, and Social Studies, Health Systems, Socioeconomics, Health Policy, Clinical Practices, Emergency Response, Immunology, Diagnostic Tests, General Medicine, Microbiology, Media and Communications, Molecular Biology, Estimation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    223 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    CertNexus

    CertNexus Certified Artificial Intelligence Practitioner

    Skills you'll gain: Model Evaluation, Classification And Regression Tree (CART), Data Ethics, Applied Machine Learning, Model Training, Unsupervised Learning, Convolutional Neural Networks, Random Forest Algorithm, Data Preprocessing, Data Analysis, Regression Analysis, Responsible AI, Recurrent Neural Networks (RNNs), Data Collection, Compliance Training, Regulatory Compliance, Test Tools, Learning Strategies, Test Planning, Goal Setting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    325 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Developing Innovative Ideas for Product Leaders

    Skills you'll gain: New Product Development, Innovation, Market Opportunities, Ideation, Product Development, Entrepreneurship, Product Management, Customer Analysis, Competitive Analysis, Market Analysis, Consumer Behaviour, Target Audience, Market Intelligence, Business Strategy, Value Propositions

    4.4
    Rating, 4.4 out of 5 stars
    ·
    234 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Entry, Data Manipulation, Expense Management, Budgeting, Inventory Management System, Data Management, Data Visualization, Data Analysis, Business Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    90 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Pharmaceutical and Medical Device Innovations

    Skills you'll gain: Competitive Analysis, Medical Devices, Intellectual Property, Commercialization, Pharmaceuticals, Drug Development, Competitive Intelligence, Product Management, Go To Market Strategy, Regulatory Affairs, Biomedical Technology, New Product Development, Market Analysis, Market Opportunities, Strategic Marketing, Risk Analysis, Innovation, Regulatory Requirements, Ideation, Health Care Procedure and Regulation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    768 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Statistics for Genomic Data Science

    Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistical Modeling, Statistics, R Programming, Probability & Statistics, Data Preprocessing, Data Analysis, Statistical Inference, Regression Analysis, Data Pipelines, Data Transformation, Data Processing, Logistic Regression

    4.2
    Rating, 4.2 out of 5 stars
    ·
    379 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Crea y diseña productos digitales en Canva

    Skills you'll gain: Canva (Software), Design, Digital Design, Design Elements And Principles, Product Design, Creative Design, Design Software, Digital Analysis, Graphic and Visual Design Software, Layout Design, Digital Assets, Intellectual Property, Web Analytics, Sales Enablement, Graphic Design, Journals, Marketing, Business Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    439 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Data Science & Machine Learning Fundamentals

    Skills you'll gain: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Data Literacy, Statistical Methods, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Business Intelligence, Machine Learning Methods, Machine Learning, Data Cleansing, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Rochester

    The Power of Markets I: The Basics of Supply and Demand and Consumer Behavior

    Skills you'll gain: Supply And Demand, Market Dynamics, Economics, Consumer Behaviour, Economics, Policy, and Social Studies, Demand Planning, Resource Allocation, Market Analysis, Policy Analysis, Decision Making, Investment Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    272 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Fundamentals of Data Analysis

    Skills you'll gain: Data Analysis, Analytics, Data Analysis Software, Statistical Analysis, Statistical Programming, Spreadsheet Software, Analytical Skills, Exploratory Data Analysis, Descriptive Analytics, Data Cleansing, Statistical Methods, Data Collection, Advanced Analytics, Statistics, R (Software), Predictive Analytics, Query Languages, Data Visualization, Data Visualization Software

    3.5
    Rating, 3.5 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    DevOps, DataOps, MLOps

    Skills you'll gain: MLOps (Machine Learning Operations), GitHub Copilot, Responsible AI, Model Deployment, Containerization, Web Frameworks, Rust (Programming Language), AI Workflows, DevOps, Hugging Face, Applied Machine Learning, Cloud Solutions, Cloud-Native Computing, Machine Learning, Serverless Computing, Application Deployment, GitHub, Command-Line Interface, Big Data

    4.1
    Rating, 4.1 out of 5 stars
    ·
    222 reviews

    Advanced · Course · 1 - 3 Months

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In summary, here are 10 of our most popular predictive analytics courses

  • Regression Modeling Fundamentals: SAS
  • Science Matters: Let's Talk About COVID-19: Imperial College London
  • CertNexus Certified Artificial Intelligence Practitioner: CertNexus
  • Developing Innovative Ideas for Product Leaders: University of Maryland, College Park
  • Introduction to Microsoft Excel: Coursera
  • Pharmaceutical and Medical Device Innovations: University of Minnesota
  • Statistics for Genomic Data Science: Johns Hopkins University
  • Crea y diseña productos digitales en Canva: Coursera
  • Data Science & Machine Learning Fundamentals: Corporate Finance Institute
  • The Power of Markets I: The Basics of Supply and Demand and Consumer Behavior : University of Rochester

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