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 Michigan
Skills you'll gain: Data Analysis, Analytical Skills, Experimentation, Critical Thinking, Research Design, Behavioral Economics, Decision Making, Regression Analysis, Statistical Inference, Probability, Correlation Analysis, Adaptability
Beginner · Course · 1 - 3 Months

Skills you'll gain: Mainframe Computing, COBOL (Programming Language), Software Development Life Cycle, z/OS, Unit Testing, Systems Analysis, Job Control Language (JCL), IBM DB2, Systems Development, Debugging, Pseudocode, Software Development Methodologies, Virtualization, Agile Methodology, Software Development, Test Driven Development (TDD), Programming Principles, Report Writing, Relational Databases, File I/O
Intermediate · Professional Certificate · 3 - 6 Months
University of Michigan
Skills you'll gain: Database Design, SQL, Relational Databases, PostgreSQL, Database Theory, Database Management, Data Modeling, Databases, Data Integrity
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: API Design, Restful API, API Gateway, Application Programming Interface (API), OAuth, Cloud API, Software Design, Application Deployment, Application Security, Middleware, Application Lifecycle Management, CI/CD, Software Documentation, Network Security, Proxy Servers, Systems Development Life Cycle, Google Cloud Platform, Data Security, Authorization (Computing), JSON
Intermediate · Specialization · 3 - 6 Months

California Institute of the Arts
Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Music History, Instrumental Music, Music Performance, World Music
Intermediate · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Public Speaking, Active Listening, English Language, Verbal Communication Skills, Communication, Critical Thinking, Creative Thinking, Stress Management, Adaptability, Self-Awareness
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Systems Architecture, Tensorflow, Google Cloud Platform, Applied Machine Learning, Big Data, Distributed Computing, Performance Tuning, Hybrid Cloud Computing, Scalability, Data Pipelines, Debugging
Advanced · Course · 1 - 3 Months

Sungkyunkwan University
Skills you'll gain: Language Learning, Oral Expression, Language Competency, Vocabulary, Oral Comprehension, Grammar
Intermediate · Course · 1 - 3 Months

University of Geneva
Skills you'll gain: Arbitration, Contract Review, Vendor Contracts, Legal Risk, Contract Management, Contract Negotiation, Mediation, Coordination, Legal Strategy, Legal Writing, Commercial Laws, Service Level Agreement, Civil Law, Liquidation
Mixed · Course · 1 - 3 Months

University of Cambridge
Skills you'll gain: Human Learning, Child Development, Psychology, Empathy & Emotional Intelligence, Teaching, Decision Making, Learning Theory, Instructional Strategies, Pedagogy, Learning Strategies, Developmental Disabilities, Empathy, Working With Children, Neurology, Magnetic Resonance Imaging, Disabilities, Autism Spectrum Disorders, Medical Imaging, Electrophysiology, Human Development
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Portfolio Risk, Investment Management, Risk Management, Financial Analysis, Risk Analysis, Portfolio Management, Financial Market, Investments, Return On Investment, Statistics
Intermediate · Guided Project · Less Than 2 Hours

Stanford University
Skills you'll gain: Model Evaluation, Applied Machine Learning, Healthcare Ethics, Machine Learning, Artificial Neural Networks, Data Ethics, Healthcare Industry Knowledge, Data Preprocessing, Health Care, Deep Learning, Convolutional Neural Networks, Supervised Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Recurrent Neural Networks (RNNs)
Beginner · Course · 1 - 3 Months