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
Status: Free TrialUniversity of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistics, Statistical Modeling, Probability, Probability Distribution, Data Analysis, R Programming, Regression Analysis, R (Software), Microsoft Excel, Analytical Skills, Statistical Visualization, Predictive Modeling, Data Visualization, Data Modeling
Status: NewSkills you'll gain: Gemini, Data Presentation, Generative AI, Artificial Intelligence, AI Workflows, Research, Responsible AI
The University of Edinburgh
Skills you'll gain: Applied Behavior Analysis, Behavior Management, Cultural Diversity, General Science and Research, Scientific Methods, Caregiving, Non-Verbal Communication, Ethical Standards And Conduct, Research, Biology
Status: Free TrialSkills you'll gain: Natural Language Processing, Microsoft Azure, Computer Vision, No-Code Development, Machine Learning, AI Workflows, Predictive Modeling, Artificial Intelligence, Responsible AI, Model Deployment
Status: NewStatus: Free TrialSkills you'll gain: Application Development, Cross Platform Development
Status: NewStatus: Free TrialSkills you'll gain: Data Structures, Graph Theory, Algorithms, Computational Thinking, Programming Principles, Computer Programming, Computer Science
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Convolutional Neural Networks, Deep Learning, Machine Learning, Computer Vision
Status: NewStatus: Free TrialSkills you'll gain: Unity Engine, Android (Operating System), User Interface (UI), Video Game Development, Mobile Development, Game Design, Animation and Game Design, Software Installation, Development Environment, Scripting
Status: NewSkills you'll gain: Splunk, Software Installation, Network Monitoring, Data Transformation, Dashboard
Status: NewStatus: PreviewLogical Operations
Skills you'll gain: Web Content Accessibility Guidelines, HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Browser Compatibility, Hypertext Markup Language (HTML), Web Content, Web Design and Development, Animations, Front-End Web Development, Web Applications, Web Development, Web Design, Typography, Javascript, Software Design, Software Development
Status: PreviewAtlassian
Skills you'll gain: Git (Version Control System), Version Control, GitHub, Bitbucket, Software Configuration Management, Command-Line Interface, Code Review, Collaborative Software
Status: NewStatus: Free TrialSkills you'll gain: Architectural Drawing, AutoCAD, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Commercial Construction, Building Design, Architectural Design, Functional Design
In summary, here are 10 of our most popular applied machine learning courses
- Bayesian Statistics: From Concept to Data Analysis:Â University of California, Santa Cruz
- AI for Research and Insights:Â Google
- The Truth About Cats and Dogs:Â The University of Edinburgh
- Preparing for AI-900: Microsoft Azure AI Fundamentals exam:Â Microsoft
- Build Interactive Flutter Apps with Practical UI Design:Â EDUCBA
- Master Data Structures & Algo – Ace Leetcode & Blind 75+: Packt
- Creating Multi Task Models With Keras:Â Coursera
- Getting Started with Unity and Basic 2D/3D Game Development:Â Packt
- Learn Splunk in 2025 - The Essential Training Guide (V2):Â Packt
- HTML5: Content Authoring with New and Advanced Features:Â Logical Operations
