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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


  • C

    Coursera

    Statistics For Data Science

    Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistical Methods, Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference

    4 stars, 44 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4 (44) · Beginner · Guided Project · Less Than 2 Hours

  • D

    Dartmouth College

    Predictive Analytics

    Skills you'll gain: Predictive Modeling, Analytics, Predictive Analytics, Advanced Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Business Analytics, Model Training, Ethical Standards And Conduct, Data Ethics, Data-Driven Decision-Making, Feature Engineering, Applied Machine Learning, Statistical Machine Learning, Statistical Modeling, Data Strategy, Regression Analysis, Supervised Learning, Model Optimization

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Classification - Fundamentals & Practical Applications

    Skills you'll gain: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Logistic Regression, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Supervised Learning, Advanced Analytics, Scikit Learn (Machine Learning Library), Performance Metric

    4.4 stars, 7 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.4 (7) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The State University of New York

    Player Evaluation, Team Performance and Roster Management

    Skills you'll gain: Calendar Management, People Analytics, Performance Analysis, Analytics, Data-Driven Decision-Making, Scheduling, Labor Relations, Workforce Management, Staff Management, Team Performance Management, Linear Algebra, Data Management, Administration, Contract Management, Team Management, Unsupervised Learning, R (Software), R Programming, Statistical Programming, Operations Management

    5 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 5 (6) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    离散优化算法篇 Solving Algorithms for Discrete Optimization

    Skills you'll gain: Model Optimization, Operations Research, Applied Mathematics, Algorithms, Numerical Analysis, Mathematical Modeling, Combinatorics, Computational Logic, Performance Tuning, Program Development, Theoretical Computer Science, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

    Category: Free
    Free
  • O

    O.P. Jindal Global University

    Supervised Learning and Its Applications in Marketing

    Skills you'll gain: Marketing Analytics, Supervised Learning, Customer Analysis, Customer Retention, Data-Driven Marketing, Applied Machine Learning, Predictive Analytics, Marketing, Scikit Learn (Machine Learning Library), Machine Learning Methods, AI Personalization, Customer Insights, Machine Learning, Model Deployment, Predictive Modeling, Machine Learning Algorithms, Python Programming, Personalized Service, Model Training, Model Evaluation

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语)

    Skills you'll gain: Model Evaluation, Statistical Modeling, Statistical Methods, SPSS, Statistical Software, Analysis, Statistical Analysis, SPSS (Software), Regression Analysis, SAS (Software), Exploratory Data Analysis, Data Analysis Software, Probability & Statistics, Statistical Hypothesis Testing

    4.8 stars, 25 reviews, Mixed, Course, 3 - 6 Months

    ★ 4.8 (25) · Mixed · Course · 3 - 6 Months

    Category: Free
    Free
  • M

    Macquarie University

    Judgmental Business Forecasting in Excel

    Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Case Studies, Business Metrics, Predictive Modeling, Strategic Thinking, Data-Driven Decision-Making, Microsoft Excel, Decision Making, Estimation, Data Analysis, Data Visualization

    4.5 stars, 64 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (64) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    MathWorks

    Data Science Companion

    Skills you'll gain: Datamaps, Data Science, Spatial Data Analysis, Data Processing, Data Preprocessing, Machine Learning, Geographic Information Systems, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Model Training, Data Cleansing, Regression Analysis, Classification Algorithms

    4.9 stars, 14 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (14) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • N

    National Taiwan University

    人工智慧:機器學習與理論基礎 (Artificial Intelligence - Learning & Theory)

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Theoretical Computer Science, Classification Algorithms, Machine Learning Methods, Artificial Neural Networks, Artificial Intelligence, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Model Evaluation, Autoencoders, Convolutional Neural Networks, Generative AI, Supervised Learning, Computer Science, Decision Tree Learning, Algorithms, Network Architecture

    4.6 stars, 62 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (62) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    A Second Brain with Obsidian

    Skills you'll gain: Journals, Organizational Skills, Document Management, Information Architecture, Content Management, System Configuration

    3.1 stars, 29 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 3.1 (29) · Beginner · Guided Project · Less Than 2 Hours

  • O

    O.P. Jindal Global University

    Predictive Analytics and Forecasting

    Skills you'll gain: Data Mining, Predictive Modeling, Predictive Analytics, Advanced Analytics, Business Analytics, Dimensionality Reduction, Forecasting, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Demand Planning, Classification Algorithms, Marketing Analytics, Customer Insights, Logistic Regression, Market Analysis, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Correlation Analysis

    Mixed · Course · 3 - 6 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular linear regression courses

  • Statistics For Data Science: Coursera
  • Predictive Analytics: Dartmouth College
  • Classification - Fundamentals & Practical Applications: Corporate Finance Institute
  • Player Evaluation, Team Performance and Roster Management: The State University of New York
  • 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • Supervised Learning and Its Applications in Marketing: O.P. Jindal Global University
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语): The Chinese University of Hong Kong
  • Judgmental Business Forecasting in Excel: Macquarie University
  • Data Science Companion: MathWorks
  • 人工智慧:機器學習與理論基礎 (Artificial Intelligence - Learning & Theory): National Taiwan University

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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