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.

Google Cloud
Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, Google Cloud Platform, AI Security, Large Language Modeling, Data Literacy, Deep Learning, Unstructured Data, Machine Learning
Beginner · Course · 1 - 4 Weeks

EDUCBA
Skills you'll gain: Embedded Software, Real-Time Operating Systems, Software Development, Software Design, Software Architecture, Embedded Systems, Software Systems, Middleware, Systems Architecture, Extensible Markup Language (XML), System Configuration, Application Frameworks, Interoperability, Event-Driven Programming, Communication Systems
Beginner · Course · 1 - 4 Weeks

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
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: MySQL, Database Software, Database Management, Database Theory, Data Warehousing, Interactive Data Visualization, Dashboard, Database Administration, Data Visualization Software, Star Schema, Dashboard Creation, Linux Commands, Unix, Data Integrity, Unit Testing, Algorithms, Analytics, Database Architecture and Administration, Software Versioning, Command-Line Interface
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: AI Personalization, GitHub Copilot, AI Integrations, Experience Design, Web Design and Development, User Experience Design, Human Computer Interaction, Software Architecture, User Interface and User Experience (UI/UX) Design, Artificial Intelligence and Machine Learning (AI/ML), Web Design, Artificial Intelligence, Software Testing, AI Security, Web Development, Web Applications, Design, Agentic systems, Software Development Tools, Machine Learning
Intermediate · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, Prompt Engineering Tools, LLM Application, Gemini, ChatGPT, Google Gemini, AI literacy, Anthropic Claude, Large Language Modeling, AI Enablement, Artificial Intelligence, AI powered creativity, Generative AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Complex Problem Solving
Beginner · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Algebra, General Mathematics, Arithmetic, Applied Mathematics, Geometry
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms
Mixed · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: English Language, Business Writing, Presentations, Executive Presence, Management Reporting, Product Planning, Business Planning, Marketing Budgets, New Product Development, Business Communication, Writing, Marketing Planning, Campaign Management, Internal Communications, Oral Expression, Analysis
Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Cost Estimation, Stakeholder Engagement, Project Planning, Project Estimation, Work Breakdown Structure, Cost Management, Project Schedules, Project Performance, Stakeholder Communications, Project Risk Management, Estimation, Risk Management, Project Management, Communication Planning, Planning, Quality Management, Change Control, Project Scoping, Milestones (Project Management), Budget Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Logistic Regression, NumPy, Machine Learning Methods, Jupyter, Scikit Learn (Machine Learning Library), Data Science, Machine Learning, Machine Learning Algorithms, Python Programming
Beginner · Guided Project · Less Than 2 Hours