Scikit-learn courses can help you learn data preprocessing, model selection, classification techniques, and regression analysis. You can build skills in evaluating model performance, feature engineering, and implementing machine learning pipelines. Many courses introduce tools like Jupyter Notebooks and Python libraries, that support applying these skills in practical projects.

University of Minnesota
Skills you'll gain: Software Testing, JUnit, Verification And Validation, Unit Testing, System Testing, Test Case, Test Automation, Development Testing, Test Planning, White-Box Testing, Code Coverage, Software Quality Assurance, Functional Testing, Test Data
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Algorithms, Statistical Modeling, Probability & Statistics, Linear Algebra
Intermediate · Course · 1 - 4 Weeks
Stanford University
Skills you'll gain: Bayesian Network, Graph Theory, Probability Distribution, Network Model, Statistical Modeling, Markov Model, Decision Support Systems, Probability & Statistics, Network Analysis
Advanced · Course · 1 - 3 Months

IESE Business School
Skills you'll gain: Storytelling, Public Speaking, Oral Expression, Presentations, Verbal Communication Skills, Persuasive Communication, Content Creation, Drive Engagement, Writing, Non-Verbal Communication, Active Listening
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: User Research, Usability Testing, Persona (User Experience), Interaction Design, User Experience, Design Research, Usability, User Centered Design, User Interface (UI) Design, Figma (Design Software), Design Elements And Principles, Wireframing, Web Design, UI Components, Prototyping, Responsive Web Design, Front-End Web Development
Beginner · Course · 1 - 3 Months

Stanford University
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Model, Programming Principles, Social Network Analysis, Network Analysis, Theoretical Computer Science, Network Routing, Computational Logic
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, AI Product Strategy, Google Cloud Platform, Artificial Intelligence, Product Improvement
Beginner · Course · 1 - 3 Months

Wesleyan University
Skills you'll gain: Integral Calculus, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Geometry, Calculus, Trigonometry, Graphing
Intermediate · Course · 1 - 3 Months

University of New Mexico
Skills you'll gain: International Finance, International Relations, Social Sciences, Global Marketing, Social Studies, Culture, World History, Socioeconomics, Intercultural Competence, Economic Development, Cultural Diversity, Business Economics, Economics, Operations Management
Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Maternal Health, Advocacy, Training Programs, Health Systems, Health Policy, Primary Care, Education and Training, Community Health, Smart Goals, Intercultural Competence, Sanitation, Crisis Intervention, Epidemiology, Public Health and Disease Prevention, Health Promotion, Community Development, Behavioral Health, Public Health, Healthcare Ethics, Health Equity
Beginner · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: Problem Solving, Brainstorming, Critical Thinking, Creative Thinking, Constructive Feedback, Decision Making, Analysis, Emotional Intelligence, Cognitive flexibility, Self-Awareness, Collaboration
Beginner · Course · 1 - 4 Weeks

Yale University
Skills you'll gain: Investment Banking, Risk Management, Financial Market, Portfolio Management, Business Ethics, Investments, Finance, Financial Services, Behavioral Economics, Capital Markets, Equities, Banking, Financial Regulation, Securities (Finance), Leadership Studies, Underwriting, Non-Profit Accounting, Derivatives, Economics, Policy, and Social Studies, Insurance
Beginner · Course · 1 - 3 Months