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.

Arizona State University
Skills you'll gain: English Language, Sustainable Business, Environmental Science, Sustainable Development, Environmental Issue, Oral Comprehension, Corporate Sustainability, Language Competency, Environmental Resource Management, Environment and Resource Management, Vocabulary, Natural Resource Management, Advocacy, Language Learning, Grammar
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Context Protocol, Agentic Workflows, AI Workflows, LLM Application, Large Language Modeling, AI Orchestration, Generative AI Agents, Tool Calling, Agentic systems, Financial Trading, AI Integrations, Prompt Engineering, Market Data, Market Intelligence, Application Programming Interface (API), Machine Learning, Ubuntu, Algorithms, Language Learning, Business Strategies
Intermediate · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Behavioral Health, Pain Management, Applied Behavior Analysis, Behavioral Management, Scientific Methods, Behavior Management, Psychological Evaluations, Companionship, Stress Management, Ethical Standards And Conduct, Science and Research
★ 4.8 (5.4K) · Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Data Processing, Data Visualization, Data Presentation, Data Cleansing, Data Collection, Data Visualization Software, Data Manipulation, Data Preprocessing, Python Programming, Web Analytics and SEO, Algorithms, Data Analysis, Web Scraping
★ 4.7 (14K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Financial Statements, Microsoft Excel, Financial Modeling, Excel Formulas, Financial Analysis, Pivot Tables And Charts, Working Capital, Financial Accounting, Business Valuation, Balance Sheet, Equities, Financial Reporting, Business Reporting, Spreadsheet Software, Accounting, Data Visualization, Capital Expenditure, Finance, Corporate Finance
★ 4.7 (181) · Beginner · Specialization · 3 - 6 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Computational Logic, Agentic systems, Bayesian Network, Decision Intelligence, Machine Learning, Bayesian Statistics, AI literacy, Markov Model, Algorithms, Computational Thinking, Probability, Model Optimization, Probability & Statistics, Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Responsible AI, Artificial Neural Networks, Data Ethics, Machine Learning Algorithms, AWS SageMaker, Amazon Bedrock, Machine Learning, AI literacy, Model Training, Amazon Web Services, Convolutional Neural Networks, Supervised Learning, Model Deployment, Natural Language Processing, LLM Application, Unsupervised Learning
★ 4.7 (14) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Patterns, Generative AI, Artificial Intelligence, AI Personalization, Google Workspace
★ 4.7 (946) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Identity and Access Management, Kubernetes, Cloud Infrastructure, Application Performance Management, Google Cloud Platform, Cloud-Native Computing, Cloud Development, Infrastructure As A Service (IaaS), Infrastructure Architecture, Cloud Computing Architecture, Cloud Computing, Serverless Computing, Cloud Solutions, Virtual Machines, Terraform, Cloud Management, Dashboard Creation, Prompt Engineering, IT Infrastructure, Network Administration
★ 4.7 (27K) · Intermediate · Specialization · 3 - 6 Months
Duke University
Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Machine Learning Methods, Image Analysis, Scientific Visualization, Deep Learning, Machine Learning Algorithms
★ 4.6 (95) · Intermediate · Specialization · 1 - 3 Months

Sage Publications
Skills you'll gain: Pandas (Python Package), Statistical Methods, Data Import/Export, Statistical Analysis, Research Design, Data Literacy, Statistical Inference, Text Mining, Science and Research, Data Manipulation, Data Integration, Data Analysis, Research Methodologies, Applied Machine Learning, Predictive Analytics, Data Science, Social Sciences, Network Analysis, Data Visualization, Python Programming
Intermediate · Course · 3 - 6 Months

Meta
Skills you'll gain: React Native, iOS Development, Core Data (Software), Restful API, User Research, Version Control, GitHub, UI/UX Research, Usability Testing, Apple iOS, Jest (JavaScript Testing Framework), Git (Version Control System), Data Structures, Swift Programming, User Interface (UI), Apple Xcode, Unix Commands, Persona (User Experience), Mobile Development, Javascript
★ 4.6 (8.8K) · Beginner · Professional Certificate · 3 - 6 Months