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.
University of Minnesota
Skills you'll gain: Spreadsheet Software, Analysis, Systems Design, Solution Design, Systems Analysis, Model Evaluation, Machine Learning Algorithms, Algorithms
Mixed · Course · 1 - 4 Weeks
Michigan State University
Skills you'll gain: Photography, Peer Review, Image Quality, Aesthetics, Creative Design, Visual Storytelling, Creativity, Storytelling, Writing, Design Elements And Principles
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Unix Shell, Unix Commands, Unix, Shell Script, Command-Line Interface, Remote Access Systems, Scripting, Systems Administration, Operating System Administration, File I/O, IT Automation, User Accounts, System Monitoring, Operating Systems, File Management, User Provisioning, File Systems, OS Process Management, Authorization (Computing), Role-Based Access Control (RBAC)
Beginner · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Data Science, Data Analysis, Data Literacy, Data Architecture, AI literacy, Analytical Skills, Business Analysis, Cloud Engineering
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Derivatives, Futures Exchange, Financial Analysis, Finance, Financial Trading, Financial Market, Financial Services, Risk Management, Capital Markets, Risk Mitigation, International Finance, Credit Risk, Cash Flows, Market Dynamics
Beginner · Course · 1 - 3 Months

Sungkyunkwan University
Skills you'll gain: Scalability, Deep Learning, AI Personalization, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Nutritional Assessment, Predictive Analytics, Machine Learning Methods, Maternal Health, Machine Learning, Diagnostic Tests, Health Systems, Operating Cost, Nutrition and Diet, Market Dynamics, Water Resources, Food Safety and Sanitation, Manufacturing and Production, Behavioral Economics, Business Economics, Environment, Molecular Biology, Production Management, Consumer Behaviour, Molecular, Cellular, and Microbiology
Intermediate · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Root Cause Analysis, Data Collection
Mixed · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Software Documentation, Java, API Design, Java Programming, Back-End Web Development, Application Programming Interface (API), Frontend Integration, Enterprise Application Management, Application Deployment, Databases, Data Persistence
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Bank Regulations, Operational Risk, Credit Risk, Banking, Regulatory Compliance, Risk Modeling, Risk Control, Risk Management Framework, Internal Controls, Risk Management, Portfolio Risk, Governance Risk Management and Compliance, Lending and Underwriting, Risk Analysis, Regulatory Requirements, Market Liquidity, Asset Management, Hedge Accounting, Financial Analysis, International Finance
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Market Liquidity, Financial Regulation, Bank Regulations, Governance, Financial Regulations, Credit Risk, Financial Systems, Crisis Management, Risk Management Framework, Balance Sheet, Financial Market, Financial Policy, Banking, Risk Management, Finance, Economics, World History, Resilience, Case Studies, Decision Making
Mixed · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Digital pedagogy, digital literacy, Education Software and Technology, Computational Thinking, Social Impact, Geospatial Information and Technology, Computer Networking, Media and Communications, Digital Communications, Data Centers, Algorithms, Global Positioning Systems
Beginner · Course · 1 - 3 Months