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.

Northeastern University
Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Unsupervised Learning, Reinforcement Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning Methods, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Deep Learning, Decision Tree Learning, Autoencoders, Model Optimization
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Data Analysis, Data Preprocessing, Model Evaluation, Data Wrangling, Data Import/Export, Data Transformation, Predictive Modeling, Applied Machine Learning, Predictive Analytics, Statistical Methods, Regression Analysis, Model Training, Model Optimization, Artificial Neural Networks
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Java Programming, Sampling (Statistics), Statistical Machine Learning, Model Evaluation, Supervised Learning, Machine Learning Methods, Model Training, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Decision Making, Strategic Decision-Making, Solution Selling, Decision Intelligence, Sales, Data-Driven Decision-Making, Decision Support Systems, Complex Problem Solving, Cost Benefit Analysis, Decision Tree Learning, Negotiation, Prioritization, Return On Investment
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development
Advanced · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Design Thinking, Reinforcement Learning, Organizational Strategy, Deep Learning, Engineering Management, Technology Strategies, Project Management, Feasibility Studies, Classification Algorithms, Infrastructure Security, Financial Statements, Environmental Social And Corporate Governance (ESG), Logistic Regression, Systems Thinking, Data Ethics, Product Development, Asset Management, Environmental Management Systems, Project Risk Management, AI Integrations
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Data Storytelling, R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Data Preprocessing, Web Scraping, Correlation Analysis, Statistical Modeling, Python Programming
Earn a degree
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: User Story, Business Modeling, Process Analysis, Cloud Services, Computer Security Incident Management, Product Lifecycle Management, Data Storytelling, Corporate Communications, Engineering Management, Financial Statement Analysis, Artificial Intelligence, Project Management, Software Architecture, Feasibility Studies, Security Requirements Analysis, IT Management, Managed Services, Logistic Regression, Systems Thinking, Agile Project Management
Earn a degree
Degree · 1 - 4 Years

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management, Database Management Systems, Economics, Statistical Modeling, R (Software), Data Compilation, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, International Finance
Postgraduate Diploma · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: User Story, Software Testing, Test Automation, Unified Modeling Language, Version Control, Test Driven Development (TDD), Software Architecture, Maintainability, JavaScript Frameworks, Usability, Web Content Accessibility Guidelines, Test Script Development, Continuous Integration, Application Frameworks, Git (Version Control System), Software Design, Regression Testing, Test Data, Software Design Patterns, Angular
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Data Storytelling, Computer Vision, Natural Language Processing, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Financial Modeling, Environmental Management Systems, Data-Driven Decision-Making, Descriptive Analytics, Simulations, Presentations
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Statistical Reporting, Plot (Graphics), Logistic Regression, Data Visualization, Graphing, Dimensionality Reduction, Data Mining, Analytics, Predictive Analytics, Big Data, Data Analysis, Statistical Modeling, R (Software), Data Visualization Software, Predictive Modeling, Data Modeling, Data-Driven Decision-Making
Credit offered
Mastertrack · 6 - 12 Months