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

Logistic Regression Courses

Logistic regression courses can help you learn statistical modeling, hypothesis testing, and the interpretation of coefficients. You can build skills in evaluating model performance, understanding odds ratios, and applying techniques like regularization to improve accuracy. Many courses introduce tools such as R, Python, and specialized libraries like scikit-learn, showing how these skills are used to analyze binary outcomes in various fields, including healthcare, finance, and marketing.


Popular Logistic Regression Courses and Certifications


  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Serverless Data Processing with Dataflow: Operations em Português Brasileiro

    Skills you'll gain: Dataflow, Data Pipelines, Debugging, Site Reliability Engineering, Data Integrity, CI/CD, Performance Tuning, Data Processing, Event Monitoring, Unit Testing, Metadata Management, Disaster Recovery, Integration Testing

    Advanced · Course · 1 - 3 Months

  • B

    Ball State University

    Master of Science in Data Science

    Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Data Visualization, Natural Language Processing, R Programming

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management Systems, Probability, Economics, SQL, Data Compilation, Dimensionality Reduction, Statistical Methods, Statistical Inference, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance

    Postgraduate Diploma · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Model Evaluation, Statistical Reporting, Logistic Regression, Data Mining, Business Analytics, Predictive Analytics, Dimensionality Reduction, Big Data, Plot (Graphics), Data Analysis, Data-Driven Decision-Making, Statistical Modeling, Visualization (Computer Graphics), R Programming, Predictive Modeling, Data Modeling, Analytical Skills, Data Visualization Software, Statistical Visualization

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Version Control, Test Automation, Software Testing, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, Test Script Development, JavaScript Frameworks, Acceptance Testing, Software Design, Regression Testing, Usability, Web Content Accessibility Guidelines, Angular, Agile Software Development, Application Design, Software Design Patterns

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Social Network Analysis, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Statistical Machine Learning, Data Analysis, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Metodologías ágiles de desarrollo de software Certificado MasterTrack®

    Skills you'll gain: Test Automation, Android Jetpack, Software Testing, User Story, Agile Software Development, Software As A Service, Sprint Planning, Cloud Applications, Kotlin, Software Engineering, Test Script Development, JavaScript Frameworks, Security Requirements Analysis, Acceptance Testing, Regression Testing, Usability, Authorization (Computing), Web Content Accessibility Guidelines, Application Security, Cloud Computing Architecture

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Risk Analysis, Deep Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Cash Flows, Descriptive Analytics, Marketing Analytics, Simulations, Transfer Learning, Dashboard

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Model Evaluation, Predictive Analytics, Data Cleansing, Unsupervised Learning, Exploratory Data Analysis, Supervised Learning, Predictive Modeling, Dimensionality Reduction, Data Science, Descriptive Analytics, Plot (Graphics), Data Analysis, Pandas (Python Package), Regression Analysis, Matplotlib, Data Visualization, Visualization (Computer Graphics), Data-Driven Decision-Making, Applied Machine Learning, Data Visualization Software

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Classification Algorithms, Dimensionality Reduction, Anomaly Detection, Artificial Intelligence, Embedded Systems, Machine Learning, Regression Analysis, Probability & Statistics, Model Evaluation, Data Ethics, Image Analysis, Computer Vision, Linear Algebra, Responsible AI, Applied Machine Learning, Data Preprocessing, Machine Learning Algorithms, Probability

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    488 reviews

    Advanced · Course · 1 - 3 Months

Searches related to logistic regression

logistic regression with numpy and python
logistic regression and prediction for health data
logistic regression in r for public health
logistic regression fundamentals: analyze & predict
logistic regression with sas: build & evaluate models
logistic regression with r: build & predict
spss: apply & interpret logistic regression models
python: logistic regression & supervised ml
1…51525354

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

  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Serverless Data Processing with Dataflow: Operations em Português Brasileiro: Google Cloud
  • Master of Science in Data Science: Ball State University
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Master of Science in Data Science (Statistics): University of Leeds
  • Metodologías ágiles de desarrollo de software Certificado MasterTrack®: Universidad de los Andes
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile

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

Skills

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok