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
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Computational Thinking, Data Collection, Microsoft Visual Studio, Program Development, C (Programming Language), Programming Principles, Algorithms, Data Storage, Computer Programming
Status: PreviewUniversity of Virginia Darden School Foundation
Skills you'll gain: Mindfulness, Trustworthiness, Adaptability, Relationship Building, Personal Development, Emotional Intelligence, Stress Management, Professional Development, Self-Awareness, Cognitive flexibility, Lifelong Learning, Leadership, Problem Solving, Critical Thinking
Status: Free TrialJohns Hopkins University
Skills you'll gain: C and C++, C++ (Programming Language), System Programming, Programming Principles, Computer Architecture, Data Access, Program Development, Python Programming, Computer Programming Tools, Computer Hardware, Development Environment
Status: PreviewThe University of North Carolina at Chapel Hill
Skills you'll gain: Chemistry, Social Sciences, Legal Research, Case Law, World History, Liberal Arts, Psychology, Case Studies, Research
Status: NewStatus: Free TrialSkills you'll gain: Model Context Protocol, AI Workflows, Tool Calling, Anthropic Claude, Real Time Data, Debugging, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Servers, Artificial Intelligence, Middleware, Data Access, Server Side, Generative AI
Status: Free TrialCisco Learning and Certifications
Skills you'll gain: Postman API Platform, Restful API, Authentications, Application Programming Interface (API), Scripting, JSON, Extensible Markup Language (XML), Network Protocols, YAML, Automation, Network Engineering, Python Programming
Status: NewStatus: PreviewFractal Analytics
Skills you'll gain: Model Context Protocol, AI Security, Threat Modeling, AI Workflows, Secure Coding, LLM Application, Enterprise Architecture, Generative AI Agents, Security Controls, Interoperability, Agentic systems, Generative AI
Status: PreviewKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Computer Programming Tools, Data Manipulation
Status: PreviewÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Scientific Visualization, Laboratory Equipment, Electronics, Physics, Image Analysis, Mathematical Modeling
Status: Free TrialSkills you'll gain: Back-End Web Development, Django (Web Framework), Git (Version Control System), Full-Stack Web Development, API Testing, Server Side, API Design, Application Development, Restful API, Unit Testing, MySQL, User Accounts, Web Applications, Databases
Status: PreviewMathWorks
Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Systems Architecture, Functional Design, System Design and Implementation, Requirements Analysis, Requirements Elicitation, Verification And Validation
Status: Free TrialGoogle Cloud
Skills you'll gain: Google Cloud Platform, Gemini, Generative AI, AI Security, AI Product Strategy, Responsible AI, AI Enablement, Data Governance, Cloud Infrastructure, Artificial Intelligence, Business Analysis, Decision Making
In summary, here are 10 of our most popular applied machine learning courses
- Algorithms, Data Collection, and Starting to Code:Â University of Colorado System
- Human Excellence in the AI Age, Part 1: A Soft Skills Course:Â University of Virginia Darden School Foundation
- Introduction to Concurrent Programming with GPUs:Â Johns Hopkins University
- Reasoning Across the Disciplines:Â The University of North Carolina at Chapel Hill
- Intro to Model Context Protocol (MCP):Â Scrimba
- Using APIs for Network Automation:Â Cisco Learning and Certifications
- Model Context Protocol (MCP) Mastery:Â Fractal Analytics
- Practical Python for AI Coding 1:Â Korea Advanced Institute of Science and Technology(KAIST)
- Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
- Back-End Developer Capstone :Â Meta
