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
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Linear Algebra, Calculus, Mathematical Modeling, Mathematical Theory & Analysis
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Analytical Skills, Programming Principles, Data Analysis, Computer Programming, Algorithms, Verification And Validation, Process Modeling, Software Development, Machine Learning
Packt
Skills you'll gain: Backlogs, Product Roadmaps, Sprint Planning, Agile Methodology, Collaborative Software, Product Management, AI Product Strategy, Wireframing, Agile Product Development, A/B Testing, Project Estimation, Microsoft Teams, Agile Software Development, Agile Project Management, Product Strategy, Product Planning, Jira (Software), Estimation, Project Management Software, Productivity Software
Skills you'll gain: Encryption, Cryptography, Machine Learning Methods, Classification Algorithms, Model Training, Probability Distribution, Machine Learning Algorithms, Algorithms
Skills you'll gain: React Redux, React Native, Interaction Design, User Interface (UI) Design, React.js, Application Development, Scalability, Data Validation, Code Reusability, Frontend Integration, Web Applications, User Interface (UI), JavaScript Frameworks, Mobile Development, Data Persistence, Business Logic, UI Components, Application Design, User Experience Design, Node.JS
Skills you'll gain: Retrieval-Augmented Generation, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Prompt Engineering Tools, LLM Application, Fine-tuning, Model Evaluation, Context Engineering, LangChain, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Deployment, Generative AI, LangGraph, Context Management, Vector Databases
Skills you'll gain: Selenium (Software), Test Automation, Behavior-Driven Development, Gherkin (Scripting Language), Test Script Development, Unit Testing, Software Testing, Jenkins, CI/CD, Continuous Integration, Test Tools, Apache Maven, Automation, Test Case, Software Configuration Management, DevOps, Java, C# (Programming Language), Java Programming, Python Programming
Skills you'll gain: Prompt Engineering, GitHub Copilot, ChatGPT, Responsible AI, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Workflows, Application Development, AI Integrations, Web Applications, Scripting, Python Programming, Test Script Development, Tool Calling, GitHub, Jupyter
Skills you'll gain: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Responsible AI, Digital Transformation, Artificial Intelligence, AI literacy, Model Training, Data Quality, Cloud Solutions, Analytics, Applied Machine Learning, Business Transformation, Machine Learning, Emerging Technologies, Computer Vision
Skills you'll gain: Computer Graphics, Game Design, Object Oriented Programming (OOP), 3D Assets, Visualization (Computer Graphics), Video Game Development, Computer Graphic Techniques, Animation and Game Design, Object Oriented Design, Graphics Software, C# (Programming Language), Motion Graphics, Animations, Cross Platform Development, Program Development, Development Environment, Software Installation, Debugging, Build Tools, User Interface (UI)
Skills you'll gain: 3D Modeling, Animations, 3D Assets, Model Optimization, Visualization (Computer Graphics), Computer Graphic Techniques, Computer Graphics, Workflow Management, Geometry, User Interface (UI), Graphical Tools, Scripting, Construction, Operations, Design, Editing
Universidad de los Andes
Skills you'll gain: Scrum (Software Development), Value Propositions, Proposal Development, Sprint Retrospectives, Business Modeling, Video Game Development, Customer Analysis, Agile Methodology, Software Development Methodologies, Agile Software Development, Presentations, Entrepreneurship, Game Design, Target Audience, Sprint Planning, Target Market, Backlogs, Agile Product Development, Agile Project Management, Market Opportunities
In summary, here are 10 of our most popular applied machine learning courses
- Differential Equations Part III Systems of Equations:Â Korea Advanced Institute of Science and Technology(KAIST)
- Logic for Computer Science:Â Birla Institute of Technology & Science, Pilani
- Product Management:Â Packt
- Natural Language Processing - Probability Models in Python:Â Packt
- Apply React & React Native Through Real-World Projects:Â EDUCBA
- LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG:Â Edureka
- Apply Selenium Automation Testing Across Languages:Â EDUCBA
- Generative AI for Developers: All you need to know!:Â Pearson
- Innovating with Google Cloud Artificial Intelligence - Português Brasileiro: Google Cloud
- Game Development with MonoGame: 2D & 3D Projects:Â EDUCBA
