Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
University of California, Davis
Skills you'll gain: Simulations, Social Sciences, Systems Thinking, Agentic systems, Computational Thinking, Social Impact, Sociology, Socioeconomics, Economics, Programming Principles, Scientific Methods
Skills you'll gain: Media Planning, Digital Advertising, Media Strategy, Advertising Campaigns, Digital Media Strategy, Online Advertising, Paid media, Target Audience, Advertising, Media and Communications, Campaign Planning, Digital Marketing, Marketing Channel, Cross-Channel Marketing, Performance marketing, Digital Marketing Campaigns, Marketing Effectiveness, Marketing, Planning, Decision Making
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Benefits Administration, Compensation and Benefits, Employee Assistance Programs, Compensation Strategy, Benefits Enrollment Processes, Financial Services, Compensation Management, Insurance, Communication, Technical Communication, Administration, Tax Management, Equities, Training Programs, Payroll Tax, Program Evaluation, Investments
Peking University
Skills you'll gain: Critical Thinking, Independent Thinking, Critical Thinking and Problem Solving, Logical Reasoning, Deductive Reasoning, Curiosity, Creative Thinking, Lifelong Learning, Ethical Standards And Conduct, Problem Solving, Cognitive flexibility, Scientific Methods, Decision Making, Ancient History, Dealing With Ambiguity, Psychology
Microsoft
Skills you'll gain: Team Performance Management, Stakeholder Engagement, Stakeholder Management, Project Management Institute (PMI) Methodology, Systems Thinking, Team Management, Stakeholder Communications, Team Building, Team Leadership, Risk Mitigation, Team Motivation, Drive Engagement, Project Management, Risk Management, Risk Analysis, Business Ethics, Change Management, Governance, Problem Solving, Leadership
Skills you'll gain: Object Oriented Programming (OOP), Statistical Machine Learning, Object Oriented Design, Machine Learning Methods, Plot (Graphics), Data Visualization, Seaborn, Flask (Web Framework), Web Development, Computer Programming, Artificial Intelligence and Machine Learning (AI/ML), Programming Principles, Web Applications, Statistical Methods, Data Analysis Software, Back-End Web Development, Pandas (Python Package), Probability & Statistics, Application Development, Data Manipulation
Skills you'll gain: Data Entry, Excel Formulas, Microsoft Excel, Data Management, Spreadsheet Software, Microsoft Office, Data Presentation, Productivity Software
University of Illinois Urbana-Champaign
Skills you'll gain: Agile Methodology, Agile Project Management, Project Planning, Waterfall Methodology, Timelines, Project Schedules, Scheduling, Communication Planning, Project Management, Project Management Life Cycle, Project Scoping, Sprint Planning, Stakeholder Communications, Project Estimation, Stakeholder Management, Scope Management, AI Enablement, Risk Management, Resource Management, Dependency Analysis
Hebrew University of Jerusalem
Skills you'll gain: Advanced Mathematics, Trigonometry, Mathematical Theory & Analysis, Geometry, Integral Calculus, Calculus, Mathematics Education, Graphing, Mathematics and Mathematical Modeling, Algebra, Applied Mathematics, Logical Reasoning, Deductive Reasoning, Derivatives
The Hong Kong University of Science and Technology
Skills you'll gain: Market Liquidity, Analysis, Financial Policy, Economics, Market Data, International Finance, Financial Systems, Economic Development, Financial Market, Market Dynamics, Supply And Demand, Policy Development, Finance
University of Michigan
Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Program Development, Software Installation, Computational Logic, Development Environment
Skills you'll gain: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, AI Integrations, LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI
In summary, here are 10 of our most popular applied machine learning courses
- Computer Simulations: University of California, Davis
- Media Planning and Advertising Strategy: EDUCBA
- Benefits: Financial Protection, Growth & Assistance: Automatic Data Processing, Inc. (ADP)
- 悖论：思维的魔方: Peking University
- Project Management Principles: Microsoft
- Python Programming and Data Science Foundations for AI: Packt
- Apply Microsoft Excel Basics for Data Management: EDUCBA
- Project Initiation and Planning: University of Illinois Urbana-Champaign
- Invitation to Mathematics הזמנה למתמטיקה: Hebrew University of Jerusalem
- Monetary Policy in the Asia Pacific: The Hong Kong University of Science and Technology
