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: Command-Line Interface, Linux Commands, Linux, File Management, Linux Administration, File Systems, File I/O
★ 4.7 (80) · Intermediate · Guided Project · Less Than 2 Hours

Universiteit Leiden
Skills you'll gain: Music, Culture, Social Sciences, Socioeconomics, Social Impact, Liberal Arts, Sociology, Aesthetics, Political Sciences, Ethical Standards And Conduct
★ 4.6 (72) · Beginner · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Database Management, Advanced Analytics, Data Science, Machine Learning
★ 4.5 (6) · Beginner · Specialization · 1 - 3 Months

Advancing Women in Tech
Skills you'll gain: Prompt Patterns, AI literacy, AI Personalization, Communication Strategies, Model Context Protocol, Analytical Skills, Simulations, Gap Analysis
★ 4.6 (13) · Intermediate · Course · 1 - 4 Weeks

United Cities and Local Governments of Africa
Skills you'll gain: Project Finance, Risk Management, Finance, Financial Policy, Risk Analysis, Fiscal Management, Community Development, Capital Expenditure, Decision Making, Financial Systems, Economic Development, Sustainable Development, Tax Management, Tax, Revenue Management, Governance, Stakeholder Engagement
★ 4.6 (58) · Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Transformation, Data Processing, Data Store, Keras (Neural Network Library), Machine Learning Methods, Statistical Machine Learning, Data Modeling, Classification Algorithms, Machine Learning, Python Programming, Statistical Methods
★ 4.4 (37) · Intermediate · Course · 1 - 3 Months

ESSEC Business School
Skills you'll gain: Cultural Sensitivity, Intercultural Competence, Negotiation, Cultural Responsiveness, Cultural Diversity, Diversity Awareness, Diplomacy, Verbal Communication Skills, Culture, Non-Verbal Communication, Communication Strategies, International Relations, Communication, Interpersonal Communications
★ 4.9 (56) · Intermediate · Course · 1 - 4 Weeks

Fudan University
Skills you'll gain: Storytelling, Visual Storytelling, Writing and Editing, Writing
★ 4.8 (64) · Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Web Content Accessibility Guidelines, Compliance Auditing, Compliance Management, Regulatory Compliance, Case Studies, Usability, Regulation and Legal Compliance, Web Design, User Interface (UI), Auditing, Diversity and Inclusion, Web Development Tools, Automation, Consulting, Test Tools, Gap Analysis, Stakeholder Communications, Prioritization, Audit Planning
★ 4.2 (12) · Intermediate · Course · 1 - 4 Weeks

University of New Mexico
Skills you'll gain: World Music, Cultural Sensitivity, Culture, Cultural Diversity, Maternal Health, Ancient History, Music, Intercultural Competence, Health Care, Liberal Arts
★ 4.7 (42) · Beginner · Course · 1 - 3 Months

Universidad Nacional de Colombia
Skills you'll gain: Infection Control, Sterilization, Pharmacology, Pharmacotherapy, Hand Hygiene, Equipment decontamination, Medication Therapy Management, Medical Prescription, Wound Care, Hospital Medicine, Public Health and Disease Prevention, Medication Administration, Infectious Diseases, Operating Room (OR), Utilization Management, Diagnostic Tests, Microbiology, Pulmonology, Cleanliness, Patient Evaluation
★ 4.9 (348) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: QuickBooks (Accounting Software), Vendor Management, Inventory and Warehousing, Inventory Management, Accounting Software, Business Reporting, Customer Data Management, Management Reporting, Financial Analysis, Billing & Invoicing, Sales Management, Balancing (Ledger/Billing), Financial Reporting, Expense Management, Expense Reports, Financial Acumen, Payroll, Billing, Financial Statement Analysis, Cash Management
★ 4.2 (54) · Beginner · Course · 1 - 3 Months