Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Pontificia Universidad Católica del Perú
Skills you'll gain: Data Preprocessing, Business Analytics, Dimensionality Reduction, Data Processing, Analytics, Data Cleansing, Data Transformation, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), R Programming, Data Analysis, Data Quality, Big Data, Supervised Learning
★ 4.3 (65) · Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment
★ 4.6 (277) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Banking Services, Lending and Underwriting, Commercial Banking, General Lending, Bank Regulations, Deposit Accounts, Banking, Loans, Consumer Lending, Retail Banking, Investments, Loan Origination, Payment Systems, Financial Inclusion, Financial Market, Customer Relationship Management, Investment Management, Wealth Management, Credit Risk, Tax Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Portfolio Management, Financial Statements, Investment Management, Investments, Financial Statement Analysis, Market Analysis, Financial Planning, Financial Market, Financial Analysis, Wealth Management, Portfolio Risk, Risk Analysis, Equities, Risk Management, Return On Investment, Derivatives, Risk Appetite
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Human Learning, Learning Strategies, Quick Learning, Learning Theory, Lifelong Learning, Productivity, Scientific Methods
★ 4.7 (170) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking
Intermediate · Professional Certificate · 3 - 6 Months

Edureka
Skills you'll gain: Cloud-Native Computing, Memory Management, Grafana, Web Applications, Program Development, Software Architecture, Development Environment, Programming Principles, Computer Programming, Other Programming Languages, Network Security, Communication Systems, Data Sharing
★ 2.9 (46) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Oral Expression, Active Listening, Verbal Communication Skills, Discussion Facilitation, Interviewing Skills, Oral Comprehension, Teamwork, Communication, Communication Strategies, Tactfulness, Social Skills, Interpersonal Communications, Corporate Communications, Collaboration, Business Communication, Professionalism, Rapport Building, Non-Verbal Communication, Job Analysis, Recruitment
★ 4.8 (10) · Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization
★ 4.8 (22) · Beginner · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Health Systems, Health Equity, Health Assessment, Health Policy, Health Care Administration, Health Administration, Governance, Healthcare Industry Knowledge, Health Promotion, Public Health, Sustainable Development, Public Health and Disease Prevention
★ 4.7 (232) · Beginner · Course · 1 - 4 Weeks

Nanyang Technological University, Singapore
Skills you'll gain: Systems Engineering, Time Series Analysis and Forecasting, Social Studies, Quantitative Research, Sustainable Development, Critical Thinking and Problem Solving, Simulation and Simulation Software, Agentic systems, Systems Analysis, Computational Thinking, Mathematics and Mathematical Modeling, Graph Theory, Epidemiology, Jupyter
★ 4.7 (35) · Beginner · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Bayesian Network, Computational Logic, Markov Model, Artificial Intelligence, Game Theory, Theoretical Computer Science, Python Programming, Deductive Reasoning, Decision Intelligence, Probability, Verification And Validation
★ 4.1 (116) · Intermediate · Course · 1 - 3 Months