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  • Regression Models

Regression Models Courses

Regression models courses can help you learn statistical analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting coefficients, assessing model fit, and performing variable selection. Many courses introduce tools like R, Python, and Excel, that support implementing regression techniques and analyzing data sets.

Popular Regression Models Courses and Certifications


  • C

    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, Data Pipelines, R (Software), Data-Driven Decision-Making, Analytics, Data Science, Data Processing, Machine Learning Software, Feature Engineering, Data Preprocessing, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization

    4.9 stars, 53 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.9 (53) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Analyze Box Office Data with Seaborn and Python

    Skills you'll gain: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Computing Platforms

    4.5 stars, 182 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (182) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Deep Learning for Computer Vision

    Skills you'll gain: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Generative Model Architectures, Model Deployment, Model Training, Unsupervised Learning

    4.5 stars, 26 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (26) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • L

    L&T EduTech

    Field BIM

    Skills you'll gain: Building Information Modeling, Construction Management, Construction, Autodesk Revit, Construction Estimating, Facility Management and Maintenance, Emerging Technologies, As-Built Drawings, Facility Management, Collaborative Software, Cloud Computing, Cost Estimation, 3D Modeling, Document Management, Data Sharing, Visualization (Computer Graphics), Internet Of Things

    4.7 stars, 34 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (34) · Intermediate · Course · 1 - 3 Months

    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, Applied Machine Learning, Machine Learning Methods, Machine Learning, Data Processing, Data Cleansing, Exploratory Data Analysis, Data Preprocessing

    4.8 stars, 16 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (16) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Advanced Methods in Machine Learning Applications

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Machine Learning Methods, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Model Optimization, Logistic Regression, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Introduction to Data Networks and the Internet - Bachelor's

    Skills you'll gain: Network Troubleshooting, Network Security, OSI Models, Network Monitoring, Network Performance Management, Network Architecture, Computer Networking, TCP/IP, General Networking, Local Area Networks, Cybersecurity, Network Analysis, Network Protocols, Network Infrastructure, Network Support, Information Systems Security, Software-Defined Networking, Network Administration, Network Planning And Design, Network Routing

    4.7 stars, 27 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (27) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • I

    IBM

    Financial Analysis and Modeling

    Skills you'll gain: Financial Modeling, Financial Statement Analysis, Financial Statements, Financial Analysis, Business Valuation, Financial Data, Financial Forecasting, Business Modeling, Benchmarking, Financial Reporting, Capital Budgeting, Business Reporting, Mergers & Acquisitions, Business Analysis, Microsoft Excel, Private Equity, Due Diligence, Risk Analysis, Dashboard Creation, Risk Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • É

    École normale supérieure

    Ecological and Energy Transitions in Southern Countries

    Skills you'll gain: Sustainable Development, Economic Development, Governance, Sustainable Business, Environmental Issue, Socioeconomics, Environment, Natural Resource Management, Climate Change Mitigation, Environment and Resource Management, Climate Change Adaptation, Accounting, Project Finance, Environmental Policy, General Finance, Finance, Advocacy, Economics, Lobbying, Cost Benefit Analysis

    4.8 stars, 44 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (44) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Maryland, College Park

    Building the Business Model for Corporate Entrepreneurs

    Skills you'll gain: Business Modeling, Customer Analysis, Financial Modeling, Entrepreneurship, Business Planning, Corporate Strategy, Customer Insights, Value Propositions, New Business Development, Target Market, Persona Development, User Research, Strategic Partnership, Sustainable Business, Product Development, Customer Relationship Management, Innovation, Product Strategy, Market Analysis, Interviewing Skills

    4.6 stars, 86 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (86) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edureka

    AI Security

    Skills you'll gain: AI Security, Responsible AI, Incident Response, Computer Security Incident Management, Data Ethics, Generative AI, LLM Application, Large Language Modeling, Generative Model Architectures, Threat Modeling, Security Testing, Cybersecurity, IT Security Architecture, Security Architecture Review, Artificial Intelligence, Machine Learning, Security Management, MLOps (Machine Learning Operations), Agentic systems, Ethical Standards And Conduct

    4.3 stars, 12 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (12) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Diabetes Prediction With Pyspark MLLIB

    Skills you'll gain: Data Preprocessing, Logistic Regression, Data Cleansing, Apache Spark, PySpark, Data Manipulation, Applied Machine Learning, Predictive Modeling, Data Science, Machine Learning, Python Programming

    4.6 stars, 22 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (22) · Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular regression models courses

  • Predictive Analytics for Business with H2O in R: Coursera
  • Analyze Box Office Data with Seaborn and Python: Coursera
  • Deep Learning for Computer Vision: University of Colorado Boulder
  • Field BIM: L&T EduTech
  • Data Science & Machine Learning Fundamentals: Corporate Finance Institute
  • Advanced Methods in Machine Learning Applications: Johns Hopkins University
  • Introduction to Data Networks and the Internet - Bachelor's: Illinois Tech
  • Financial Analysis and Modeling: IBM
  • Ecological and Energy Transitions in Southern Countries: École normale supérieure
  • Building the Business Model for Corporate Entrepreneurs: University of Maryland, College Park

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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