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 Michigan
Skills you'll gain: Debugging, Programming Principles, Program Development, Computer Programming, Python Programming, Software Installation
Beginner · Course · 1 - 3 Months

Taipei Medical University
Skills you'll gain: Bioinformatics, Informatics, Model Training, Machine Learning Algorithms, Supervised Learning, Feature Engineering, Technical Communication, Machine Learning Methods, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, AI Workflows, Random Forest Algorithm, Artificial Intelligence, Predictive Modeling, Molecular Biology, Natural Language Processing, Biology, Data Analysis
Beginner · Course · 1 - 3 Months

Stanford Online
Skills you'll gain: Feature Engineering, Healthcare Industry Knowledge, Health Systems, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Health Care, Clinical Data Management, Clinical Research Ethics, Machine Learning Methods, Managed Care, Unstructured Data, Health Care Procedure and Regulation, Model Deployment, Health Informatics, Model Evaluation, Responsible AI, Machine Learning, Artificial Intelligence
Beginner · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning
Intermediate · Course · 1 - 4 Weeks

IBM
Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Exploratory Data Analysis, Data Wrangling, SQL, Plot (Graphics), IBM Cognos Analytics, Data Analysis, Professional Networking, Analytics, Excel Formulas, Data Import/Export, Python Programming, Microsoft Excel
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: AI Personalization, Machine Learning Methods, Fraud detection, Generative AI, Responsible AI, Data Ethics, Data Management, Data Strategy, People Analytics, HR Tech, Generative Model Architectures, AI Enablement, Human Resource Management, AI Product Strategy, Data Governance, Human Resources Management and Planning, Big Data, Credit Risk, Machine Learning, Analytics
Beginner · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: English Language, Social Justice, Oral Expression, Oral Comprehension, Language Learning, Storytelling, Public History, Culture, Writing, Vocabulary, Grammar, Cultural Diversity
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: English Language, Product Planning, Business Planning, Financial Analysis, New Product Development, Campaign Planning, Budgeting, Marketing Planning, Management Reporting, Business Communication, Business Writing, Presentations, Oral Expression, Project Documentation, Performance Reporting, Communication, Writing, Internal Communications
Mixed · Course · 1 - 3 Months

Lund University
Skills you'll gain: Peer Review, Writing, Writing and Editing, Honesty, Editing, Proofreading, Planning, Constructive Feedback, Organizational Skills, Goal Setting, Teaching
Beginner · Course · 1 - 3 Months

Skills you'll gain: PyTorch (Machine Learning Library), Applied Machine Learning, Regression Analysis, Tensorflow, Supervised Learning, Deep Learning, Predictive Modeling, Machine Learning, Statistical Methods, Data Processing, Probability & Statistics
Intermediate · Course · 1 - 3 Months

Yale University
Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Child Development, Human Development, Human Learning, Psychological Evaluations, Psychotherapy, Culture, Cognitive Behavioral Therapy, Learning Theory, Scientific Methods, Critical Thinking, Diversity Awareness, Problem Solving
Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: English Language, Oral Comprehension, Vocabulary, Language Competency, Language Learning, Grammar, Literacy
Beginner · Specialization · 1 - 3 Months