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 Colorado Boulder
Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Computational Thinking, Failure Analysis, Biological Engineering, Hazard Analysis, Simulations, Chemical Engineering, Model Evaluation, Applied Mathematics, Differential Equations, Probability
Skills you'll gain: Email Automation, Automation, Application Programming Interface (API), Scripting, Python Programming, Web Scraping, Data Import/Export, Data Manipulation
Banco Interamericano de Desarrollo
Skills you'll gain: Agile Methodology, Agile Project Management, Project Implementation, Prioritization, Project Coordination, Stakeholder Analysis, Project Planning, Kanban Principles, Simulation and Simulation Software, Case Studies, Project Management, Team Oriented, Stakeholder Engagement
Skills you'll gain: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging
Logical Operations
Skills you'll gain: Web Services, Web Applications, Application Development, Database Application, User Interface (UI), Python Programming, Restful API, Databases, Database Management, Application Security, Network Protocols, User Interface (UI) Design, Scripting, Relational Databases, Object Oriented Programming (OOP), Computer Programming, Software Development, Scripting Languages, Object Oriented Design, Programming Principles
Skills you'll gain: Scaled Agile Framework, Kanban Principles, Team Oriented, User Story, Team Building, Continuous Improvement Process
Skills you'll gain: Brute-force attacks, Cryptography, Encryption, Python Programming, Scripting, User Interface (UI), Statistical Programming, UI Components, Application Development
Skills you'll gain: Unreal Engine, Virtual Environment, Game Design, 3D Modeling, Video Game Development, Animation and Game Design, Prototyping
Skills you'll gain: Collaborative Software, Application Programming Interface (API), Restful API, Software Development Tools, Software Documentation, Mockups, Software Versioning, Version Control
Skills you'll gain: Growth Mindedness, Organizational Development, Willingness To Learn, AI Enablement, Lifelong Learning, Personal Development, Self-Awareness, Leadership Development, Mindfulness
Lund University
Skills you'll gain: Machine Controls, Programming Principles, Control Systems, Event-Driven Programming, Robotics, Computer Programming, Automation, System Requirements, Real Time Data, User Interface (UI), Debugging
Skills you'll gain: Video Game Development, Animation and Game Design, 3D Assets, Computer Graphics, Visualization (Computer Graphics), User Interface (UI), Animations, Computer Graphic Techniques, UI Components, User Interface (UI) Design, Event-Driven Programming, Interactive Design, Python Programming
In summary, here are 10 of our most popular applied machine learning courses
- Engineering Genetic Circuits: Abstraction Methods:Â University of Colorado Boulder
- Social Media Automation using Python:Â Packt
- PM4R Agile: 5 steps for hybrid management of projects:Â Banco Interamericano de Desarrollo
- Building AI Agents for Complex Tasks:Â Coursera
- Advanced Python: Apps for Desktop, Database, and Web:Â Logical Operations
- The Complete Scrum Master Certification & Agile Scrum Course:Â Packt
- Python Cryptography: Build & Explore Classical Ciphers:Â EDUCBA
- 3D Design in Unreal Engine: Create a Realistic Environment:Â Skillshare
- The Ultimate Swagger Tools Course: Build OpenAPI with Ease:Â Packt
- Embracing a Skills-First Mindset:Â Packt
