• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Logistic Regression

    Logistic Regression Courses Online

    Study logistic regression for binary classification. Learn to model and predict binary outcomes using logistic regression techniques.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Logistic Regression Course Catalog

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Python for Data Analytics

      Skills you'll gain: Regression Analysis, Data Visualization, Pandas (Python Package), Statistical Inference, Data Manipulation, Matplotlib, Statistical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Data Visualization Software, Seaborn, Probability & Statistics, Data Structures, NumPy, Programming Principles, Descriptive Statistics, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Science with R - Capstone Project

      Skills you'll gain: Shiny (R Package), Data Wrangling, Exploratory Data Analysis, Data Transformation, Web Scraping, Data Presentation, Tidyverse (R Package), Data Science, Dashboard, Data Collection, Data Cleansing, R Programming, Data Analysis, Predictive Analytics, Ggplot2, Regression Analysis, Data Visualization, Data Visualization Software, SQL

      4.6
      Rating, 4.6 out of 5 stars
      ·
      98 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      CertNexus

      Build Regression, Classification, and Clustering Models

      Skills you'll gain: Unsupervised Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Predictive Modeling, Regression Analysis, Statistical Modeling, Algorithms, Classification And Regression Tree (CART), Feature Engineering, Linear Algebra, Performance Tuning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      18 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      P

      Politecnico di Milano

      Machine Learning: an overview

      Skills you'll gain: Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Taxonomy, Reinforcement Learning, Algorithms, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      169 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Explainable AI (XAI)

      Skills you'll gain: Large Language Modeling, Data Ethics, Decision Tree Learning, Generative AI, Applied Machine Learning, Artificial Intelligence, Data-Driven Decision-Making, Regression Analysis, Machine Learning, Predictive Modeling, Business Ethics, Healthcare Ethics, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Decision Support Systems, Artificial Neural Networks, Scientific Visualization, Machine Learning Algorithms, Visualization (Computer Graphics)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      41 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Advanced Business Analytics Capstone

      Skills you'll gain: Business Analytics, Data Presentation, Predictive Analytics, Data Cleansing, Advanced Analytics, Data Visualization Software, Feature Engineering, Analytical Skills, Data Manipulation, Data Analysis, Data Processing, Regression Analysis, Classification And Regression Tree (CART), Investment Management, Statistical Modeling, Financial Analysis, Business Communication

      4.3
      Rating, 4.3 out of 5 stars
      ·
      85 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Diabetes Prediction With Pyspark MLLIB

      Skills you'll gain: PySpark, Apache Spark, Data Manipulation, Data Processing, Data Science, Applied Machine Learning, Classification And Regression Tree (CART), Predictive Modeling, Google Cloud Platform, Machine Learning, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      22 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      C

      Columbia University

      Causal Inference

      Skills you'll gain: Experimentation, Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, Statistical Methods, Estimation, Sampling (Statistics), Statistical Analysis, Statistical Modeling, Machine Learning, Probability

      3.4
      Rating, 3.4 out of 5 stars
      ·
      100 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      From Data to Decisions: Making Predictions with AI

      Skills you'll gain: Data Analysis, Statistical Analysis, Regression Analysis, Statistics, Generative AI, Probability & Statistics, Data-Driven Decision-Making, Predictive Analytics, Artificial Intelligence, Scatter Plots

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Intermediate · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Graduate Admission Prediction with Pyspark ML

      Skills you'll gain: Data Cleansing, Data Manipulation, PySpark, Data Processing, Predictive Modeling, Data Analysis, Applied Machine Learning, Google Workspace, Big Data, Regression Analysis, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      34 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Regression and Classification

      Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Statistical Methods, Predictive Modeling, Regression Analysis, Statistical Analysis, Machine Learning Methods, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, Applied Machine Learning, Probability & Statistics, Data Science, R Programming, Machine Learning Algorithms

      Build toward a degree

      3.9
      Rating, 3.9 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      ML Parameters Optimization: GridSearch, Bayesian, Random

      Skills you'll gain: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Machine Learning Methods, Applied Machine Learning, Machine Learning, Bayesian Statistics, Sampling (Statistics), Data Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7 reviews

      Beginner · Guided Project · Less Than 2 Hours

    Logistic Regression learners also search

    Regression
    Regression Analysis
    Regression Models
    Linear Regression
    Predictive Modeling
    Statistical Modeling
    Predictive Analytics
    Data Modeling
    1…212223…47

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

    • Python for Data Analytics: DeepLearning.AI
    • Data Science with R - Capstone Project: IBM
    • Build Regression, Classification, and Clustering Models: CertNexus
    • Machine Learning: an overview: Politecnico di Milano
    • Explainable AI (XAI): Duke University
    • Advanced Business Analytics Capstone: University of Colorado Boulder
    • Diabetes Prediction With Pyspark MLLIB: Coursera Project Network
    • Causal Inference: Columbia University
    • From Data to Decisions: Making Predictions with AI: Vanderbilt University
    • Graduate Admission Prediction with Pyspark ML: Coursera Project Network

    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)

    Other topics to explore

    Arts and Humanities
    338 courses
    Business
    1095 courses
    Computer Science
    668 courses
    Data Science
    425 courses
    Information Technology
    145 courses
    Health
    471 courses
    Math and Logic
    70 courses
    Personal Development
    137 courses
    Physical Science and Engineering
    413 courses
    Social Sciences
    401 courses
    Language Learning
    150 courses

    Coursera Footer

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    Coursera

    • About
    • What We Offer
    • Leadership
    • Careers
    • Catalog
    • Coursera Plus
    • Professional Certificates
    • MasterTrack® Certificates
    • Degrees
    • For Enterprise
    • For Government
    • For Campus
    • Become a Partner
    • Social Impact
    • Free Courses
    • ECTS Credit Recommendations

    Community

    • Learners
    • Partners
    • Beta Testers
    • Blog
    • The Coursera Podcast
    • Tech Blog

    More

    • Press
    • Investors
    • Terms
    • Privacy
    • Help
    • Accessibility
    • Contact
    • Articles
    • Directory
    • Affiliates
    • Modern Slavery Statement
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok