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
Johns Hopkins University
Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Model Optimization, Estimation, Graphing, Mathematical Modeling, Data Analysis Software, Algebra, Cost Estimation, Mathematical Software, Linear Algebra, Trigonometry, General Mathematics, Advanced Mathematics, Analysis, Derivatives, Mathematical Theory & Analysis, Geometry, Data Analysis
The University of Edinburgh
Skills you'll gain: Research, Science and Research, Liberal Arts, General Science and Research, Scientific Methods, Physical Science, Physics, Research Methodologies
University of Minnesota
Skills you'll gain: Software Development Methodologies, Agile Methodology, Software Engineering, Software Development Life Cycle, Requirements Analysis, Application Deployment, Agile Software Development, Software Architecture, Software Development, Verification And Validation, Process Driven Development, Waterfall Methodology, System Requirements, Software Testing, Development Testing
Northwestern University
Skills you'll gain: Robotics, Mathematical Modeling, Mathematical Software, Applied Mathematics, Mechanics, Simulation and Simulation Software, Engineering, Virtual Environment, Torque (Physics), Numerical Analysis
Nanjing University
Skills you'll gain: Child Development, Psychology, Childhood Education and Development, Culture, Human Development, Social Sciences, Human Learning, Learning Theory, Personal Development, Self-Awareness, Emotional Intelligence, Motivational Skills, Stress Management
Skills you'll gain: Quality Management, Culture Transformation, Quality Improvement, Quality Management Systems, Continuous Improvement Process, Quality Assessment, Organizational Development, Operational Excellence, Quality Assurance, Process Improvement, Cost Management, Quality Control, Organizational Change, Customer experience improvement, Team Oriented, Organizational Effectiveness, Decision Making, Culture
Skills you'll gain: Penetration Testing, Vulnerability Scanning, Vulnerability Assessments, Cyber Security Assessment, Brute-force attacks, Exploitation techniques, Security Testing, Cybersecurity, Technical Documentation, Test Tools, Authentications, Web Servers, GitHub, Firewall, Content Strategy
Skills you'll gain: OAuth, Spring Framework, API Gateway, Spring Boot, Microservices, Authentications, Application Programming Interface (API), Restful API, Software Architecture, Java, Configuration Management, Distributed Computing, Authorization (Computing), Identity and Access Management, Solution Architecture, Software Visualization, Resilience, Network Routing
Skills you'll gain: Animation and Game Design, Game Design, Unity Engine, Animations, User Interface (UI), Video Game Development, UI Components, User Interface (UI) Design, Virtual Environment, Visualization (Computer Graphics), Computer Graphic Techniques, Software Design, C# (Programming Language), Scripting, System Implementation, Physics
Duke University
Skills you'll gain: File I/O, Object Oriented Design, Java Programming, Object Oriented Programming (OOP), Data Structures, Java, Cryptography, Software Engineering, Computer Programming, Algorithms, Encryption, Data Store, Program Development, Web Analytics and SEO, Data Import/Export, Web Servers, File Management
Skills you'll gain: Cloud Deployment, Cloud Development, Microsoft Azure, Serverless Computing, Software Development, Cloud Security, Virtual Machines, Data Store, Data Storage, Continuous Deployment, Development Environment, Cloud Storage, Cloud Management, Application Deployment, Cloud Applications, Virtualization and Virtual Machines, Data Security, Cloud Computing, Microsoft Power Automate/Flow, C# (Programming Language)
Scrimba
Skills you'll gain: HTML and CSS, Hypertext Markup Language (HTML), Mobile Development, Web Applications, Web Design and Development, Program Development, ChatGPT, GitHub, Front-End Web Development, Javascript, Application Deployment, Responsive Web Design, Video Game Development, Git (Version Control System), AI Integrations, Cascading Style Sheets (CSS), Database Development, Computer Programming, Database Application, Machine Learning
In summary, here are 10 of our most popular applied machine learning courses
- Differential Calculus through Data and Modeling: Johns Hopkins University
- Philosophy and the Sciences: Introduction to the Philosophy of Physical Sciences: The University of Edinburgh
- Software Development Processes and Methodologies: University of Minnesota
- Modern Robotics, Course 2: Robot Kinematics: Northwestern University
- 心理学与生活: Nanjing University
- Mastering Total Quality Management: Analyze, Apply & Improve: EDUCBA
- Recon Techniques for Ethical Hacking & Bug Bounties (2026): Packt
- Building Resilient and Secure Microservice Architec: Packt
- Advanced Unity Projects: RPG, Level Design & VFX: EDUCBA
- Java Programming: Arrays, Lists, and Structured Data: Duke University
