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  • Linear Regression

Linear Regression Courses

Linear regression courses can help you learn how to analyze relationships between variables, interpret coefficients, and evaluate model performance. You can build skills in data visualization, hypothesis testing, and making predictions based on data trends. Many courses introduce tools like Python, R, and Excel, that support implementing regression models and analyzing datasets effectively.

Popular Linear Regression Courses and Certifications


  • P

    Packt

    Online Course Creation Teach an Online Course

    Skills you'll gain: Course Development, Public Speaking, Verbal Communication Skills, Constructive Feedback, Education and Training, Teaching, Train The Trainer, Classroom Management, Educational Materials, Instructional Design, Communication, Executive Presence, Communication Strategies, Digital pedagogy, Content Creation, Virtual Environment, Information Architecture, Learning Strategies, Overcoming Obstacles, Digital Transformation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Michigan

    Foundations of Sports Analytics: Data, Representation, and Models in Sports

    Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Wrangling, Data Visualization, Statistical Analysis, Data Processing, Statistics, Analytics, Statistical Modeling, R Programming, Data Analysis, Statistical Inference, Pandas (Python Package), Python Programming

    4.4 stars, 208 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (208) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    How to Measure Anything: Finding the Intangibles

    Skills you'll gain: Regression Analysis, Risk Modeling, Estimation, Sampling (Statistics), Risk Management, Statistical Analysis, Analysis, Decision Making, Statistical Inference, Risk Analysis, Statistics, Data Analysis, Data-Driven Decision-Making, Forecasting, Strategic Decision-Making, Business Metrics, Cost Estimation, Business Analysis, Problem Solving, Business Strategy

    Beginner · Specialization · 3 - 6 Months

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

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical Engineering, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Numerical Analysis, Systems Analysis, Algorithms, Linear Algebra, Jupyter, Applied Mathematics

    4.5 stars, 817 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (817) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Advanced Business Analytics

    Skills you'll gain: Data Storytelling, Predictive Modeling, Data Presentation, Data Governance, Data Visualization, Predictive Analytics, Model Evaluation, Data Management, Business Analytics, Storytelling, Data Literacy, Analytics, Exploratory Data Analysis, Logistic Regression, Data Analysis, Risk Analysis, Data-Driven Decision-Making, Data Cleansing, Data Visualization Software, SQL

    4.6 stars, 5.3K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (5.3K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • H

    H2O.ai

    Getting Started with Tabular Foundation Models

    Skills you'll gain: Agentic systems, Agentic Workflows, Predictive Modeling, Predictive Analytics, Microsoft Excel, Spreadsheet Software, Data Ethics, Applied Machine Learning, AI Workflows, Business Analytics, Analytics, Responsible AI, Forecasting, Model Training, Regression Analysis, Machine Learning Methods, Data Preprocessing

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Spacecraft Dynamics and Control

    Skills you'll gain: Control Systems, Mechanics, Torque (Physics), Simulation and Simulation Software, Linear Algebra, Numerical Analysis, Simulations, Engineering Analysis, Engineering Calculations, Automation Engineering, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Engineering, Advanced Mathematics, Algorithms, Physics, Calculus

    4.8 stars, 443 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.8 (443) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Probability Distribution, Statistics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Statistical Programming, Data Visualization Software, Probability & Statistics, Jupyter, Regression Analysis, Statistical Modeling, Descriptive Analytics, Statistical Inference, Correlation Analysis, Probability

    4.5 stars, 470 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (470) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • Q

    Queen Mary University of London

    Market Research

    Skills you'll gain: Qualitative Research, Proposal Development, Market Research, Research Reports, Data Collection, Research Design, Surveys, Research Methodologies, Analytics, Proposal Writing, Data Analysis, Digital Brand Strategy, Statistical Hypothesis Testing, Survey Creation, Digital Analysis, Statistical Analysis, Correlation Analysis, Business Research, Report Writing, Focus Group

    4.7 stars, 1.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Deep Learning & Neural Networks with Keras

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Transfer Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Model Optimization, Machine Learning Methods, Image Analysis, Applied Machine Learning, Autoencoders, Model Training, Regression Analysis, Network Architecture, Natural Language Processing, Machine Learning

    4.7 stars, 2.1K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (2.1K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Administration and Customization in Oracle BI 12c

    Skills you'll gain: Data Warehousing, Database Design, Business Intelligence Software, Performance Tuning, Business Reporting, Regression Testing, Dashboard, Dashboard Creation, Data Modeling, Database Administration, Data Migration, Verification And Validation, Enterprise Application Management, Data Validation, Star Schema, Data Architecture, Application Deployment, Warehouse Management, Package and Software Management, Data Management

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning

    4.7 stars, 800 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (800) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular linear regression courses

  • Online Course Creation Teach an Online Course: Packt
  • Foundations of Sports Analytics: Data, Representation, and Models in Sports: University of Michigan
  • How to Measure Anything: Finding the Intangibles: John Wiley & Sons
  • Digital Signal Processing: École Polytechnique Fédérale de Lausanne
  • Advanced Business Analytics: University of Colorado Boulder
  • Getting Started with Tabular Foundation Models: H2O.ai
  • Spacecraft Dynamics and Control: University of Colorado Boulder
  • Statistics for Data Science with Python: IBM
  • Market Research: Queen Mary University of London
  • Introduction to Deep Learning & Neural Networks with Keras: IBM

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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