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.
Coursera
Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Applied Machine Learning, Java Programming, Machine Learning Algorithms, Algorithms, Machine Learning, Data Structures, Analysis, Software Engineering
Advanced · Course · 1 - 4 Weeks

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: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Model Optimization, Model Training, Data Processing, Machine Learning Methods, Decision Tree Learning, Machine Learning Algorithms, Classification Algorithms, Analysis, Python Programming
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data Ethics, Market Research, Data Collection, Advanced Analytics, Market Analysis, Research Reports, Business Research, R Programming, Statistical Analysis, Data Presentation, Presentations, Customer Analysis, Data Analysis, Quantitative Research, Technical Communication, Report Writing, Dashboard Creation, Data Capture, Project Design, Strategic Thinking
Beginner · 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

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: Kubernetes, Microservices, Cloud-Native Computing, Grafana, Performance Tuning, Software Visualization, Dependency Analysis, Debugging, Multi-Tenant Cloud Environments, Incident Management, Incident Response, Data Pipelines
Intermediate · Course · 1 - 4 Weeks
Universidad de Palermo
Skills you'll gain: Data Storytelling, Key Performance Indicators (KPIs), Business Modeling, Selling Techniques, Financial Statements, Strategic Marketing, Human Capital, Business Planning, Portfolio Risk, Portfolio Management, Digital Transformation, Regression Analysis, Marketing Planning, Corporate Sustainability, Retail Management, Business Intelligence, Branding, Market Dynamics, Teamwork, Agile Product Development
Earn a degree
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Model Evaluation, Classification Algorithms, Artificial Intelligence, Machine Learning, Linear Algebra, Regression Analysis, Dimensionality Reduction, Data Ethics, Image Analysis, Probability & Statistics, Machine Learning Methods, Natural Language Processing, Responsible AI, Computer Vision, Embedded Systems, Applied Machine Learning, Bayesian Statistics, Scientific Visualization
Credit offered
Mastertrack · 6 - 12 Months

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

Pontificia Universidad Católica de Chile
Skills you'll gain: Business Analytics, Model Evaluation, Descriptive Analytics, Plot (Graphics), Logistic Regression, Data Visualization, Graphing, Data Mining, Dimensionality Reduction, Data Ethics, R (Software), Analytics, Big Data, R Programming, Information Management, Statistical Modeling, Data-Driven Decision-Making, Data Visualization Software, Predictive Modeling, Data Modeling
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, Computer Vision, Data Storytelling, Natural Language Processing, MLOps (Machine Learning Operations), Predictive Modeling, Project Management Life Cycle, Time Series Analysis and Forecasting, Forecasting, Logistic Regression, Marketing Analytics, Environmental Management Systems, Data-Driven Decision-Making, Transfer Learning, Simulations, Descriptive Analytics
Earn a degree
Degree · 1 - 4 Years