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.

Coursera
Skills you'll gain: Diagram Design, Data Import/Export, Collaborative Software, Technical Communication, Technical Documentation, User Accounts
Beginner · Guided Project · Less Than 2 Hours

Xi'an Jiaotong University
Skills you'll gain: Microsoft SQL Servers, SQL, Relational Databases, Database Management, Database Theory, Database Development, Database Design, Database Management Systems, Database Architecture and Administration, Query Languages, Data Access, Software Installation, C# (Programming Language), Data Integrity, Data Modeling
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: API Testing, Application Programming Interface (API), Test Tools, Behavior-Driven Development, Test Automation
Beginner · Guided Project · Less Than 2 Hours

Clemson University
Skills you'll gain: Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Machine Interfaces, Human Centered Design, Human Computer Interaction, Generative AI, Machine Learning, Model Evaluation, Ethical Standards And Conduct
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Project, Earned Value Management, Work Breakdown Structure, Project Schedules, Resource Allocation, Calendar Management, Project Management Software, Microsoft Excel, Resource Utilization, Project Controls, Excel Macros, Project Performance, Resource Management, Timelines, Ad Hoc Reporting, Business Reporting, Resource Planning, Milestones (Project Management), Scheduling, Cost Management
Intermediate · Course · 3 - 6 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Program Evaluation, Open Source Technology, Human Computer Interaction, Education Software and Technology, Program Development, Community Development, Research, Data Mapping, Liberal Arts, Digital Analysis, Project Planning, Research Methodologies, Intellectual Property, Case Studies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Thermal Management, HVAC, Electrical Safety, Electrical Systems, Maintenance, Repair, and Facility Services, Power Electronics, Mechanical Engineering, Hardware Troubleshooting, Schematic Diagrams, Hazard Analysis, Control Systems
Beginner · Course · 1 - 4 Weeks

Yale University
Skills you'll gain: Professional Networking, Relationship Building, Goal Setting, Rapport Building, Drive Engagement, Personal Development, Presentations, Professional Development, Sales Presentations, Self-Motivation, Self-Awareness, Dashboard, Positivity, Storytelling, Prioritization, Persistence, Interviewing Skills
Mixed · Course · 1 - 3 Months

The University of Tokyo
Skills you'll gain: Entrepreneurship, Design Thinking, Product Development, Market Opportunities, Innovation, Ideation, Customer Insights, User Research, Fundraising, Entrepreneurial Finance, User Feedback, New Product Development, Business Planning, Interviewing Skills, Product Management, Team Building, Growth Strategies, Needs Assessment, Constructive Feedback
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Regression Analysis, Supervised Learning, Model Evaluation, Statistical Analysis, Model Training, Data Analysis, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Statistical Methods, Model Optimization
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Software Design Documents, Data Flow Diagrams (DFDs), User Requirements Documents, Functional Requirement, Software Documentation, Diagram Design, Unified Modeling Language, Functional Specification, Requirements Analysis, System Requirements, Technical Documentation, Data Modeling, Systems Analysis, Security Requirements Analysis, Process Modeling, Computational Logic
Beginner · Course · 1 - 3 Months
Yonsei University
Skills you'll gain: Semiconductors, Electronics, Electronics Engineering, Electronic Components, Electronic Hardware, Electronic Systems, Electrical Engineering, Display Devices, Materials science, Engineering, Scientific, and Technical Instruments, Computer Displays, Manufacturing Processes, Emerging Technologies, Chemical and Biomedical Engineering, Biotechnology, Reliability, Physics
Intermediate · Course · 1 - 3 Months