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 Virginia
Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Ideation, Creative Thinking, Thought Leadership, Curiosity, Strategic Thinking, Cognitive flexibility, Overcoming Obstacles, Growth Mindedness, Creativity, Collaboration, Dealing With Ambiguity, Empathy
Skills you'll gain: Decision Intelligence, Data Storytelling, Predictive Modeling, Data Visualization, Responsible AI, Predictive Analytics, Business Intelligence, Strategic Decision-Making, Data-Driven Decision-Making, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Business Marketing, Scikit Learn (Machine Learning Library), Network Analysis, Natural Language Processing, Python Programming, Text Mining, Reinforcement Learning, Data Security, Security Awareness
Vanderbilt University
Skills you'll gain: Generative AI Agents, Agentic Workflows, Debugging, TypeScript, Agentic systems, AI Orchestration, AI Workflows, Node.JS, OpenAI API, Generative AI, Program Development, Artificial Intelligence, LLM Application, Programming Principles, Maintainability, Prompt Engineering, Application Frameworks, Javascript, Large Language Modeling, File Systems
Pontificia Universidad Católica de Chile
Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Data Structures, Computer Programming, Algorithms, Program Development, Python Programming, Solution Design, Analysis
Board Infinity
Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Fine-tuning, LLM Application, Token Optimization, Hugging Face, Transfer Learning, Model Optimization, Model Training, Model Deployment, Model Evaluation, Machine Learning, Data Science
Skills you'll gain: Market Trend, Technical Analysis, Trend Analysis, Financial Trading, Market Dynamics, Graphing, Verification And Validation, Market Data
Skills you'll gain: AI powered creativity, Adobe Firefly, Visual Storytelling, Responsible AI, Generative AI, AI literacy, Creativity, Prompt Engineering, Ideation, Innovation, AI Workflows, Design Thinking, Model Training, Multimedia, Storytelling, Visual Design, Content Strategy
University of California San Diego
Skills you'll gain: Version Control, Integrated Development Environments, GitHub, Git (Version Control System), Internet Of Things, Development Environment, Embedded Software, Software Development Tools, Software Versioning, Embedded Systems, Program Development, Prototyping, Linux, Linux Commands, Operating System Administration, Operating Systems, Ubuntu, Peripheral Devices, Android (Operating System), Open Source Technology
University of Illinois Urbana-Champaign
Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Entrepreneurship, Strategic Planning, Business Strategies, Business Development, New Business Development, Collaboration, Analysis, Performance Analysis
Duke University
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Cloud Deployment, Application Deployment, Embeddings
Imperial College London
Skills you'll gain: Programming Principles, Program Development, Microsoft Visual Studio, Computer Programming, Integrated Development Environments, Computer Programming Tools, Python Programming, Development Environment
Skills you'll gain: Unreal Engine, Video Game Development, Game Design, User Interface (UI), UI Components, Animation and Game Design, Interactive Design, Scripting, User Interface (UI) Design, Event-Driven Programming, Artificial Intelligence, Animations
In summary, here are 10 of our most popular applied machine learning courses
- Experiencing Design: Deepening Your Design Thinking Practice:Â University of Virginia
- AI for Strategic Decision Intelligence:Â Edureka
- AI Agents in Typescript/Javascript with Generative AI:Â Vanderbilt University
- Programación en Python II: aprendiendo a estructurar datos: Pontificia Universidad Católica de Chile
- Generative AI: Fine-Tuning LLMs and Diffusion Models:Â Board Infinity
- Trend Analysis & Chart Reading for Traders:Â EDUCBA
- AI Foundations for Creativity:Â Adobe
- Internet of Things V2: DragonBoardâ„¢ bring up and community ecosystem:Â University of California San Diego
- Innovation: From Creativity to Entrepreneurship Capstone:Â University of Illinois Urbana-Champaign
- End to End LLMs with Azure:Â Duke University
