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.

Skills you'll gain: Adobe Express, Typography, Logo Design, Responsible AI, Digital Design, Layout Design, Creative Design, Visual Design, Usability, Graphic and Visual Design Software, Graphic Design, AI powered creativity, Adobe Firefly, User Interface and User Experience (UI/UX) Design, Color Theory, Design Software, Collaborative Software, Content Creation, Artificial Intelligence, Generative AI Agents
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Journalism, Research, Oral Expression, Interviewing Skills, Vocabulary, Media and Communications, Grammar, Writing and Editing, Electronic Media, English Language, Storytelling, Language Competency, Digital Transformation, Editing
Mixed · Course · 1 - 3 Months

Yale University
Skills you'll gain: Crisis Management, Financial Policy, Mortgage Loans, Financial Regulation, Financial Systems, Policy Analysis, Research, and Development, Economics, Policy, and Social Studies, Financial Regulations, Public Policies, Crisis Intervention, Financial Services, General Finance, Credit Risk, Lending and Underwriting, Risk Management Framework, Financial Market, Consumer Lending, International Finance, Contingency Planning, Loans
Mixed · Course · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Application Deployment, Model Training, Continuous Deployment, Model Evaluation, Data Preprocessing, Model Optimization, Machine Learning, Applied Machine Learning, Data Validation, Data Integrity, Data Maintenance, Data Quality, Data Synthesis, Data Collection, System Monitoring, Continuous Monitoring, Unstructured Data
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Autoencoders, Feature Engineering, Dimensionality Reduction, Supervised Learning, Generative AI, Classification Algorithms, Regression Analysis, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Science, Machine Learning, Python Programming
Build toward a degree
Intermediate · Professional Certificate · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Linear Algebra, Dimensionality Reduction, Mathematical Software, Machine Learning Methods, Data Transformation, Data Manipulation, Applied Mathematics, Machine Learning, Python Programming, Algebra, Image Analysis
Intermediate · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Financial Statements, Financial Accounting, Balance Sheet, Financial Reporting, Financial Statement Analysis, Accounting, Annual Reports, General Accounting, Accruals, Accrual Accounting, Income Statement, Financial Analysis, General Ledger, Generally Accepted Accounting Principles (GAAP), Bookkeeping, Accounting Records, Cash Flows
Beginner · Course · 1 - 3 Months

Meta
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Presentation, Data Collection, Data Governance, Bayesian Statistics, Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Performance Metric, Information Privacy, Pandas (Python Package), Data Analysis, Data Visualization Software, Spreadsheet Software, Analytics, SQL, Python Programming
Beginner · Professional Certificate · 3 - 6 Months

IE Business School
Skills you'll gain: Surveys, Survey Creation, Market Analysis, Product Strategy, Market Research, Product Marketing, Marketing Communications, Business Research, Strategic Marketing, Integrated Marketing Communications, Value Propositions, Customer Acquisition Management, Strategic Decision-Making, Consumer Behaviour, Marketing Analytics, Product Management, Product Lifecycle Management, Target Market, Decision Making, Marketing
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Medical Terminology, Revenue Cycle Management, Healthcare Ethics, Medical Billing, Medical Billing and Coding, Conflict Management, Electronic Medical Record System, Patient Communication, Anatomy, Pathology, Medical Coding, Cultural Responsiveness, Intercultural Competence, Medical History Documentation, ICD Coding (ICD-9/ICD-10), Patient-centered Care, Electronic Medical Record, Medical Records, Physiology, Payment Processing
Beginner · Specialization · 3 - 6 Months
Johns Hopkins University
Skills you'll gain: Data Quality, Exploratory Data Analysis, Data Presentation, Employee Onboarding, Data Management, Team Motivation, Technical Communication, Data Analysis, Project Management, Interviewing Skills, Data Science, New Hire Orientations, Data-Driven Decision-Making, Data Strategy, Project Coordination, Organizational Leadership, Team Management, Data Literacy, Leadership, Communication
Beginner · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: English Language, Grammar, Oral Comprehension, Oral-Motor Skills, Language Competency, Language Learning
Beginner · Course · 1 - 4 Weeks