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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


  • T

    The Hong Kong University of Science and Technology

    Fibonacci Numbers and the Golden Ratio

    Skills you'll gain: Geometry, Mathematical Theory & Analysis, Advanced Mathematics, Algebra, Applied Mathematics, Linear Algebra

    ★ 4.8 (1.2K) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Practical Machine Learning

    Skills you'll gain: Model Evaluation, Predictive Modeling, Machine Learning Algorithms, Model Training, Machine Learning Methods, Feature Engineering, Supervised Learning, Machine Learning Software, Classification And Regression Tree (CART), Predictive Analytics, Applied Machine Learning, Data Preprocessing, R Programming, Classification Algorithms, Machine Learning, Random Forest Algorithm, Regression Analysis

    ★ 4.5 (3.3K) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Amsterdam

    Introduction to Communication Science

    Skills you'll gain: Culture, Interpersonal Communications, Media and Communications, Liberal Arts

    ★ 4.7 (1.9K) · Mixed · Course · 1 - 4 Weeks

  • 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 (204) · Intermediate · Course · 1 - 3 Months

  • 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 (800) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Expressway to Data Science: Essential Math

    Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Graphing, Applied Mathematics, Data Science, Mathematics and Mathematical Modeling, Data Analysis, Data Modeling, Statistical Methods, Probability & Statistics, Derivatives, Mathematical Theory & Analysis

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

  • B

    Board Infinity

    Build no-code AI Solutions with Notion AI: Idea to Prototype

    Skills you'll gain: Prompt Engineering, Prompt Patterns, No-Code Development, Model Deployment, AI Workflows, AI Integrations, Solution Design, Artificial Intelligence, Predictive Modeling, Prototyping, Forecasting, Test Case, Regression Analysis, Key Performance Indicators (KPIs), Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Applied Data Science Capstone

    Skills you'll gain: Data Wrangling, Data Compilation, Data Collection, Web Scraping, GitHub

    ★ 4.7 (7.4K) · Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Probability and Statistics for Decision Making

    Skills you'll gain: Probability & Statistics, Statistics, Data-Driven Decision-Making, Probability, Probability Distribution, Estimation, Business Analytics, Data Analysis, Statistical Methods, Analytics, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Correlation Analysis, Variance Analysis

    Mixed · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Advanced Machine Learning, Neural Networks, and NLP

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Software Testing and Automation

    Skills you'll gain: Open Web Application Security Project (OWASP), Cucumber (Software), Software Testing, Selenium (Software), Gherkin (Scripting Language), JUnit, Verification And Validation, Test Automation, Unit Testing, Security Testing, Regression Testing, Test Case, Software Development Tools, Testability, White-Box Testing, Behavior-Driven Development, Code Coverage, Performance Testing, Development Testing, Test Engineering

    ★ 4.2 (1K) · Intermediate · Specialization · 3 - 6 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Cryptography

    Skills you'll gain: Public Key Infrastructure, Cryptography, Public Key Cryptography Standards (PKCS), Cryptographic Protocols, Encryption, Authentications, Data Encryption Standard, Advanced Encryption Standard (AES), Key Management, Network Protocols, Email Security, Cybersecurity, Network Security, Security Software, Data Integrity, Multi-Factor Authentication, Firewall

    Intermediate · Course · 1 - 3 Months

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

  • Fibonacci Numbers and the Golden Ratio: The Hong Kong University of Science and Technology
  • Practical Machine Learning: Johns Hopkins University
  • Introduction to Communication Science: University of Amsterdam
  • Foundations of Sports Analytics: Data, Representation, and Models in Sports: University of Michigan
  • AI for Medical Prognosis : DeepLearning.AI
  • Expressway to Data Science: Essential Math: University of Colorado Boulder
  • Build no-code AI Solutions with Notion AI: Idea to Prototype: Board Infinity
  • Applied Data Science Capstone: IBM
  • Probability and Statistics for Decision Making: EDUCBA
  • Advanced Machine Learning, Neural Networks, and NLP: John Wiley & Sons

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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