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
Skills you'll gain: TCP/IP, Network Protocols, Application Programming Interface (API), Ajax, Web Development, General Networking, Web Applications, Scalability, Event-Driven Programming, Real Time Data, Network Analysis
Status: Free TrialSkills you'll gain: Patient Communication, Team Collaboration, Collaboration, Communication, Communication Strategies, Patient Education and Support, AI literacy, Empathy
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Software Design Patterns, Unified Modeling Language, Software Design, Java, Java Programming, Software Architecture, User Interface and User Experience (UI/UX) Design, API Design, Software Development, AI Integrations
Status: NewStatus: Free TrialUniversity of California, Santa Barbara
Skills you'll gain: Legal Risk, Business Risk Management, Commercial Laws, Risk Management, Contract Review, Vendor Contracts, Contract Management, Contract Compliance, Law, Regulation, and Compliance, Legal Proceedings, Lawsuits, Accounting, Financial Statements, Fraud detection
Status: NewStatus: Free TrialBoard Infinity
Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Docker (Software), Containerization, Application Deployment, Restful API, Microservices, Continuous Deployment, API Design, Scalability, Application Programming Interface (API), Data Validation, Software Versioning, Performance Tuning
Status: Free TrialSkills you'll gain: Product Flow Diagram, Process Flow Diagrams, New Product Development, Go To Market Strategy, Product Development, Diagram Design, Product Improvement, Journey Mapping, Product Planning, Customer Analysis, Decision Intelligence, User Feedback, Customer experience improvement, Continuous Improvement Process, Analysis
Duke University
Skills you'll gain: Package and Software Management, Program Development, Virtual Environment, Development Environment, Software Configuration Management, Software Installation, Configuration Management, Python Programming
Skills you'll gain: Memory Management, C and C++, Computational Thinking, Data Access
Status: NewStatus: Free TrialSkills you'll gain: Model Context Protocol, Agentic Workflows, Model Deployment, Generative AI Agents, AI Orchestration, AI Workflows, LangGraph, Agentic systems, Scalability, Interoperability, LLM Application, AI Integrations, LangChain, Prompt Engineering, Artificial Intelligence, Generative AI, Google Gemini, Application Programming Interface (API), Python Programming, Performance Analysis
Status: FreeSkills you'll gain: Data Validation, Data Cleansing, Scripting, Python Programming, Scripting Languages
Status: PreviewUniversity of Leeds
Skills you'll gain: Integrated Development Environments, Debugging, Microsoft Visual Studio, Unit Testing, Software Development Tools, Computer Programming Tools, Testability, Program Development, Development Environment, Software Engineering Tools
Status: NewStatus: Free TrialSkills you'll gain: Data Structures, Algorithms, Java Programming, Java, Computational Thinking, Computer Programming, Software Design Patterns, Applied Mathematics, Geometry, Problem Solving, Solution Design, Performance Tuning
In summary, here are 10 of our most popular applied machine learning courses
- WebSockets Protocol Explained – Master Web Development: Packt
- Patient Outcomes: Communicate with Clarity: Coursera
- Object-Oriented Analysis and Design: Practice & Architecture: University of Colorado Boulder
- Liability and Legal Responsibility in Business: University of California, Santa Barbara
- Model Serving Systems: Containers, APIs & Scalability: Board Infinity
- How to Build a Product Flow Diagram: Coursera
- Setup Python: Duke University
- C Programming Bootcamp - The Complete C Language Course: Packt
- Developing MCP-Powered Agentic AI Systems: Edureka
- Les Expressions Régulières en Python: Coursera
