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: Inventory and Warehousing, Inventory Management, Warehousing, Inventory Control Systems, Inventory Control, Materials Management, Warehouse Operations, Warehouse Management, Inventory Management System, Inventory Accounting, Supply Chain Systems, Logistics Management, Order Management, Order Fulfillment, Reverse Logistics, Order Processing, Cost Accounting
Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Cascading Style Sheets (CSS), HTML and CSS, Hypertext Markup Language (HTML)
Skills you'll gain: Software Development
Skills you'll gain: Unreal Engine, Video Game Development, Game Design, 3D Assets, Interactive Design, Simulation and Simulation Software, Virtual Environment, Simulations, Computer Graphics, Computer Graphic Techniques, Physics, Visualization (Computer Graphics), Color Theory
University of California, Santa Cruz
Skills you'll gain: Teaching, Pedagogy, Instructional Strategies, K-12 pedagogy, Human Learning, Student-Centred Learning, Arithmetic
Skills you'll gain: Game Design, Unity Engine, Animation and Game Design, Video Game Development, Animations, User Interface (UI), UI Components, Software Design, C# (Programming Language), Scripting, System Implementation
Skills you'll gain: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Data Processing, Pivot Tables And Charts, Data Analysis Software, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics
AI CERTs
Skills you'll gain: AI Product Strategy, Design and Product, Design Thinking, Experience Design, User Experience Design, User Interface and User Experience (UI/UX) Design, User Experience, Human Centered Design, User Centered Design, Artificial Intelligence, AI Workflows, User Research, Design, Solution Design, AI Integrations, AI literacy, Product Strategy, Problem Solving
Scrimba
Skills you'll gain: Claude Code, Anthropic Claude, Vibe coding, Model Context Protocol, Application Development, Context Engineering, Prompt Engineering, AI powered creativity, Tool Calling, Prompt Patterns, AI Workflows, AI Integrations, Agentic Workflows, Code Review, GitHub, AI literacy, Generative AI Agents, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Automation
Skills you'll gain: Dashboard, Dashboard Creation, Kibana, Data Visualization, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, System Monitoring, Data Presentation, Data Visualization Software, Web Analytics, Analysis, Exploratory Data Analysis, Trend Analysis, Data Analysis, Automation, Business Intelligence, IT Automation, Data Wrangling, Data Science
Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Application Development, Web Development Tools, Application Frameworks, Object-Relational Mapping, Database Application, Back-End Web Development, Software Development, Database Management, Python Programming, Computer Programming
Skills you'll gain: Education Software and Technology, Virtual Environment, Teaching, Collaborative Software, Data Sharing, Google Workspace
In summary, here are 10 of our most popular applied machine learning courses
- Materials and Warehouse Management:Â EDUCBA
- XML Practical - Style Sheets with CSS and XSL:Â EDUCBA
- Java Programming Masterclass:Â EDUCBA
- Unreal Engine Visual FX, Materials & Interactive Systems:Â EDUCBA
- Tutoring and Teaching Math for Understanding:Â University of California, Santa Cruz
- Unity: Design & Develop Role-Playing Games (RPGs):Â EDUCBA
- NumPy & Pandas: Analyze & Transform Data:Â EDUCBA
- AI Foundations & Design Thinking:Â AI CERTs
- Vibe Coding with Claude Code:Â Scrimba
- Kibana Projects: Data Analytics & Visualization:Â EDUCBA
