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: Agile Project Management, Agile Methodology, Kanban Principles, Lean Methodologies, Agile Product Development, Project Management Life Cycle, Scaled Agile Framework, Project Management Institute (PMI) Methodology, Workflow Management, Sprint Planning, Project Planning, Backlogs, Change Management, Sprint Retrospectives, Team Leadership
University of Illinois Urbana-Champaign
Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Business Planning, Environmental Social And Corporate Governance (ESG), Consumer Behaviour, Environmental Issue, Sustainability Reporting, Business Strategies, Product Design, Design Thinking, Market Research, Business Development, Value Propositions, Innovation, Communication Strategies
Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)
Rice University
Skills you'll gain: Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Debugging, Algorithms, Python Programming
Google Cloud
Skills you'll gain: Responsible AI, Google Gemini, Generative AI, Google Cloud Platform, AI Product Strategy, AI Enablement, Cloud Platforms, Artificial Intelligence, No-Code Development, MLOps (Machine Learning Operations), Business Requirements
University of Colorado Boulder
Skills you'll gain: Mechanics, Differential Equations, Mathematical Modeling, Engineering Analysis, Advanced Mathematics, Linear Algebra, Trigonometry, Applied Mathematics, Physics, Calculus
Skills you'll gain: Video Editing, Adobe Premiere, Post-Production, Timelines, Editing, File Management
Skills you'll gain: Unified Modeling Language, Visual Basic (Programming Language), Data Structures, Object Oriented Design, Data Modeling, Microsoft Visual Studio, Program Development, Programming Principles, Object Oriented Programming (OOP), .NET Framework, Computer Programming
University of Colorado System
Skills you'll gain: Growth Mindedness, Emotional Intelligence, Resilience, Goal Setting, Self-Motivation, Personal Development, Smart Goals, Self-Awareness, Overcoming Obstacles, Productivity, Culture, Lifelong Learning, Community Development, Persistence, Cultural Diversity, Adaptability, Creativity, digital literacy, Intercultural Competence, Diversity Awareness
Macquarie University
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Visualization, Spreadsheet Software, Interactive Data Visualization, Productivity Software, Microsoft 365, Data Management, Dashboard, Microsoft Copilot, Data Sharing, Generative AI, Cloud Storage
Skills you'll gain: User Story, Prompt Engineering, No-Code Development, User Feedback, Technical Communication, Application Deployment, AI Security, Performance Tuning, Data Wrangling, Version Control, Business Process Automation, API Testing, DevSecOps, Site Reliability Engineering, Integration Testing, Application Security, Application Programming Interface (API), Agile Methodology, LLM Application, Data Integration
Skills you'll gain: Robotic Process Automation, Context Management, Business Process Automation, Automation, User Interface (UI), Application Deployment, Data Import/Export
In summary, here are 10 of our most popular applied machine learning courses
- Project Approaches, Lifecycles, and Agile Implementation:Â LearnKartS
- Sustainable Business Enterprises:Â University of Illinois Urbana-Champaign
- Building LLMs with Hugging Face and LangChain:Â Edureka
- The Fundamentals of Computing Capstone Exam:Â Rice University
- IA generativa: explora el panorama:Â Google Cloud
- Spacecraft Relative Motion Kinematics and Kinetics:Â University of Colorado Boulder
- Premiere Pro Pt. 1 — Getting Started & Editing Basics: Skillshare
- Visual Basic Programming: Classes and Collections:Â LearnQuest
- Personal Journeys: Identity, Motivation, and Resilience:Â University of Colorado System
- Excel for Business with AI: Essentials:Â Macquarie University
