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 Colorado Boulder
Skills you'll gain: Problem Solving, Computational Thinking, Probability, Mathematical Modeling, Behavioral Economics, Algorithms, Analytical Skills, Theoretical Computer Science
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Learning Strategies, Test Planning, Goal Setting, Productivity, Professional Development, Planning
Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Torque (Physics), Physics, electromagnetics, Electrical Engineering, Applied Mathematics, Mechanics, Calculus, Engineering Analysis, Electrical Systems, Trigonometry, Problem Solving
Intermediate · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Income Statement, Financial Statements, Accounting, Balance Sheet, Financial Accounting, Financial Reporting, Bookkeeping, Cash Flows, Financial Analysis
Beginner · Course · 1 - 3 Months

Berklee
Skills you'll gain: Musical Composition, Music, Media Production, Music Theory, Music Performance, Editing, Creativity, Automation, File Management, Electronic Media, System Configuration
Intermediate · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Continuous Quality Improvement (CQI), Run Chart, Qualitative Research, Public Health, Healthcare Project Management, Patient Safety, Health Policy, Public Health and Disease Prevention, Health Systems, Community Health, Social Determinants Of Health, Clinical Leadership, Patient-centered Care, Health Administration, Data Quality, Health Care, Health Informatics, Quantitative Research, Geographic Information Systems, Data Collection
Beginner · Specialization · 1 - 3 Months

Nanyang Technological University, Singapore
Skills you'll gain: Systems Thinking, Sustainable Systems, Network Analysis, Forecasting, Statistical Methods, Mathematical Modeling, Applied Mathematics, Simulations, Social Sciences, Time Series Analysis and Forecasting, Environmental Science, Case Studies, Critical Thinking
Beginner · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Spreadsheet Software, AI Enablement, Data Validation, Prototyping, Data Import/Export
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Education Software and Technology, Learning Management Systems, Performance Testing, Virtual Environment, Data Analysis Software
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Oral Expression, Education Software and Technology, Technical Communication, Media and Communications, Persuasive Communication, Writing, Education and Training, Storytelling, Human Learning, Instructional Strategies, Community Outreach, Science and Research, Writing and Editing, Content Creation, Liberal Arts, Photography, Photo/Video Production and Technology, Driving engagement, Creativity, Psychology
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Arizona State University
Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Data Storage Technologies, Analytical Skills, Exploratory Data Analysis, Data Storage, Database Software, Estimation, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Statistical Hypothesis Testing, Predictive Modeling, Simulations, Simulation and Simulation Software, Regression Testing
Intermediate · Specialization · 3 - 6 Months