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.

IE Business School
Skills you'll gain: Economics, International Finance, Socioeconomics, Business Economics, Political Sciences, Supply And Demand, World History, Policty Analysis, Research, and Development, Cultural Diversity, Market Dynamics, Social Sciences, Demography
Beginner Ā· Course Ā· 1 - 3 Months
Ćcole Polytechnique FĆ©dĆ©rale de Lausanne
Skills you'll gain: Chemical Engineering, Mechanical Engineering, Thermal Management, Chemistry, Engineering, Physics, Energy and Utilities, Materials science, Applied Mathematics, Engineering Calculations, Electrical Engineering, Mathematical Modeling
Mixed Ā· Course Ā· 1 - 3 Months

ESSEC Business School
Skills you'll gain: Peer Review, Analytical Skills, Complex Problem Solving, Data Analysis, Data Storytelling, Value Propositions, Data Integration, Exploratory Data Analysis, Data-Driven Decision-Making, Data Visualization, Presentations
Mixed Ā· Course Ā· 1 - 3 Months
University of Michigan
Skills you'll gain: SQL, Database Management, Relational Databases, Databases, Database Design, Data Visualization Software, Web Scraping, Data Processing, Object Oriented Programming (OOP), Data Modeling, Python Programming, Web Development, Web Applications, Data Collection
Mixed Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Customer Analysis, Predictive Modeling, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Logistic Regression, Data Cleansing, Data Manipulation, Advertising, Digital Advertising, Performance Analysis, Machine Learning, Python Programming, Deep Learning
Beginner Ā· Guided Project Ā· Less Than 2 Hours

University of California, Irvine
Skills you'll gain: Virtual Teams, Telecommuting, Interpersonal Communications, Trustworthiness, Collaboration, Team Building, Social Skills, Rapport Building, Communication, Teamwork, Relationship Building, Team Leadership, Leadership, Leadership Development, Expectation Management
Beginner Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Constructive Feedback, Talent Management, Team Performance Management, Training and Development, Human Resources Management and Planning, Employee Training, Recruitment, Human Resources, Performance Appraisal, Instructional Design, Recruitment Strategies, Employee Performance Management, Developing Training Materials, Culture Transformation, Organizational Effectiveness, Drive Engagement
Beginner Ā· Course Ā· 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Statistical Methods, Regression Analysis, Predictive Modeling, Mathematical Modeling, Machine Learning, Logistic Regression, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus
Build toward a degree
Intermediate Ā· Course Ā· 1 - 4 Weeks

Howard University
Skills you'll gain: Linear Algebra, Data Visualization, Applied Mathematics, NumPy, Jupyter, Mathematical Modeling, Data Science, Python Programming, Software Installation, Data Manipulation, Git (Version Control System)
Beginner Ā· Course Ā· 1 - 4 Weeks
Skills you'll gain: CrewAI, Generative AI Agents, Responsible AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Orchestration, Artificial Intelligence, Agentic systems, OpenAI, Automation, LLM Application, Data Ethics, Model Evaluation, Innovation
Intermediate Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Identity and Access Management, Authentications, AWS Identity and Access Management (IAM), User Provisioning, OAuth, User Accounts, Security Controls, Role-Based Access Control (RBAC), Authorization (Computing), Single Sign-On (SSO), Cryptographic Protocols
Intermediate Ā· Course Ā· 1 - 4 Weeks
Duke University
Skills you'll gain: Financial Statement Analysis, Financial Statements, Balance Sheet, Financial Acumen, Income Statement, Financial Analysis, Profit and Loss (P&L) Management, Business Modeling, Operational Analysis, Operational Efficiency
Beginner Ā· Course Ā· 1 - 4 Weeks