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.

Rice University
Skills you'll gain: Data Visualization Software, Plot (Graphics), Statistical Visualization, Package and Software Management, Python Programming, Data Cleansing, Data Mapping, Code Reusability, Software Installation, Data Processing, Data Integration, Data Import/Export, Program Development, Data Structures, Software Documentation
★ 4.6 (549) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Computer Graphics, Software Architecture, Development Environment, Software Design, Maintainability, Software Visualization, Systems Architecture, Software Design Patterns, Code Reusability, Graphics Software, Systems Design, Cross Platform Development, Computer Graphic Techniques, Image Quality, System Design and Implementation, Video Game Development, Computer Programming Tools, Dataflow, Performance Tuning, Scalability
★ 4.7 (16) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Kubernetes, Cloud-Native Computing, Containerization, Devops Tools, Amazon Web Services, Application Deployment, Cloud Infrastructure, Scenario Testing, Cloud Deployment, Network Troubleshooting, Ubuntu, Infrastructure Architecture, Cloud Management, System Configuration
★ 4.9 (15) · Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Operations Research, Algorithms, Graph Theory, Network Model, Combinatorics, Mathematical Software, Mathematical Modeling, Theoretical Computer Science, Model Optimization, Python Programming
★ 4.8 (62) · Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Capital Markets, Investment Banking, Market Liquidity, Private Equity, Equities, Securities (Finance), Financial Market, Bidding, Business Valuation, Underwriting, Market Dynamics, Due Diligence, Financial Regulation, Regulatory Requirements
★ 4.8 (16) · Mixed · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Learning Strategies, Mentorship, Health Informatics, Clinical Informatics, Leadership, Clinical Leadership, Nurse Education, Adult Education, Coaching, Informatics, Instructional Design, Educational Materials
★ 4.8 (99) · Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Lesson Planning, Peer Review, Editing, Student-Centred Learning, Teaching, Writing, Writing and Editing, Instructional Strategies, Course Development, Literacy, Student Engagement, Storytelling, Empowerment, Growth Mindedness, Mentorship, Case Studies, Content Creation, Constructive Feedback, Creativity, Critical Thinking
★ 4.6 (61) · Beginner · Specialization · 3 - 6 Months

LearnQuest
Skills you'll gain: Agentic Workflows, Technical Communication, AI Enablement, Model Deployment, AI Workflows, Generative AI Agents, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, AI Orchestration, Agentic systems, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
Beginner · Specialization · 1 - 3 Months

Unilever
Skills you'll gain: Supply Chain Systems, Supply Chain Management, Supply Chain, Data Management, Data Lakes, Supply Chain Planning, Data Analysis Software, Real Time Data, Data Storage Technologies, Inventory Management System, Forecasting, Demand Planning, Data Analysis, Data-Driven Decision-Making, AI Enablement, Problem Solving
★ 4.7 (84) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Deep Learning, Data Processing, Artificial Neural Networks, Logistic Regression, Applied Machine Learning, Program Development, Python Programming, Network Architecture, Model Training, Model Optimization, Machine Learning Algorithms, NumPy, Pandas (Python Package), Linear Algebra
Beginner · Course · 1 - 3 Months

British Standards Institution
Skills you'll gain: Artificial Intelligence, Quality Management Systems, AI literacy, Data Ethics, Stakeholder Analysis, Stakeholder Engagement, Systems Development Life Cycle, Stakeholder Management, Governance, Risk Management, Machine Learning
★ 3.8 (6) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Financial Statements, Lending and Underwriting, Commercial Lending, Financial Analysis, General Lending, Risking, Loans, Regulatory Compliance, Credit Risk, Banking, Working Capital, Balance Sheet, Commercial Banking, Financial Regulation, Law, Regulation, and Compliance, Bank Regulations, Compliance Management, Business Metrics, Legal Risk
★ 5 (14) · Mixed · Course · 1 - 3 Months