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.

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

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

Ball State University
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

Indian Statistical Institute
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

Pontificia Universidad Católica de Chile
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
Universidad de los Andes
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

University of Leeds
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
Universidad de los Andes
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
Universidad de los Andes
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

Pontificia Universidad Católica de Chile
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

Universidad de los Andes
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
Stanford University
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
Advanced · Course · 1 - 3 Months