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: 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

Northeastern University
Skills you'll gain: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Predictive Modeling, Data Visualization, Data Presentation, Data-Driven Decision-Making, Advanced Analytics, Business Analytics, AI Enablement, Business Reporting, Global Marketing, User Feedback, Regional Sales, Presentations, Key Performance Indicators (KPIs), Law, Regulation, and Compliance
Beginner · Course · 1 - 4 Weeks
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Data Presentation, Systems Thinking, Unsupervised Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, Deep Learning, Marketing Analytics, Logistic Regression, MLOps (Machine Learning Operations), Cash Flows, Simulations, Dashboard, Transfer Learning, Pandas (Python Package), Operations Research
Earn a degree
Degree · 1 - 4 Years

O.P. Jindal Global University
Skills you'll gain: Correlation Analysis, Research Design, Regression Analysis, Social Sciences, Psychology, Research, Mental Health Diseases and Disorders, Cognitive Behavioral Therapy, Social Skills, Statistical Methods, Research Methodologies, Interpersonal Communications, Statistical Hypothesis Testing, Scientific Methods, Analysis, Decision Making, Physiology, Personal Development, Emotional Intelligence, Mental Health
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Social Network Analysis, Statistical Hypothesis Testing, Matplotlib, Exploratory Data Analysis, Bayesian Statistics, Dimensionality Reduction, Data Analysis, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Statistical Modeling, File I/O, Data Preprocessing
Earn a degree
Degree · 1 - 4 Years
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, Acceptance Testing, Software Design, Regression Testing, Agile Methodology, Angular, Usability, Software Engineering, Web Content Accessibility Guidelines, Application Design, Software Design Patterns
Credit offered
Mastertrack · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Unsupervised Learning, Matplotlib, Exploratory Data Analysis, Model Evaluation, Descriptive Analytics, Dimensionality Reduction, Data Science, Supervised Learning, Plot (Graphics), Regression Analysis, Data Visualization, Data Analysis, Machine Learning Algorithms, Visualization (Computer Graphics), Pandas (Python Package), Database Management, Predictive Modeling, Statistical Machine Learning, Data Cleansing, Data Visualization Software
Credit offered
Mastertrack · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Revenue Management, Customer Analysis, Data Ethics, Descriptive Analytics, FinTech, Large Language Modeling, People Analytics, Deep Learning, Biostatistics, Social Determinants Of Health, Gerontology, Matplotlib, Risk Analysis, Logistic Regression, Digital Transformation, Time Series Analysis and Forecasting, Exploratory Data Analysis, Social Network Analysis, Unsupervised Learning, Cloud Security
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Descriptive Analytics, Business Analytics, Logistic Regression, Model Evaluation, Predictive Modeling, Data Mining, Dimensionality Reduction, Plot (Graphics), Data Analysis, R Programming, Big Data, Visualization (Computer Graphics), Data-Driven Decision-Making, Advanced Analytics, Predictive Analytics, Ggplot2, Regression Analysis, Data Visualization Software, Data Management, Statistical Visualization
Credit offered
Mastertrack · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Test Automation, Android Jetpack, Software Testing, User Story, Agile Software Development, Sprint Planning, Kotlin, Software Engineering, Test Script Development, Security Requirements Analysis, Acceptance Testing, Regression Testing, Cloud Applications, Agile Methodology, Infrastructure As A Service (IaaS), Authorization (Computing), Application Security, Angular, Usability, Platform As A Service (PaaS)
Credit offered
Mastertrack · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Dimensionality Reduction, Classification Algorithms, Anomaly Detection, Artificial Intelligence, Machine Learning, Data Ethics, Regression Analysis, Probability & Statistics, Responsible AI, Embedded Systems, Natural Language Processing, Linear Algebra, Computer Vision, Autoencoders, Image Analysis, Statistical Machine Learning, Probability, Predictive Modeling
Credit offered
Mastertrack · 6 - 12 Months