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: AI Orchestration, AI Workflows, CrewAI, LangGraph, Agentic Workflows, Generative AI Agents, LLM Application, Agentic systems, Context Management, Memory Management, Python Programming
Board Infinity
Skills you'll gain: Restful API, Spring Framework, Spring Boot, Hibernate (Java), API Design, Development Testing, Authentications, Application Programming Interface (API), Object-Relational Mapping, Maintainability, Data Persistence, Authorization (Computing), Application Design, YAML, Role-Based Access Control (RBAC)
Skills you'll gain: Cinematography, Videography, Photo/Video Production and Technology, Video Production, Creativity, Visual Storytelling, Storytelling, Image Quality, Content Creation
Skills you'll gain: User Interface (UI), Bootstrap (Front-End Framework), Blockchain, User Interface (UI) Design, JavaScript Frameworks, Front-End Web Development, Debugging, Frontend Integration, Full-Stack Web Development, Animations, Web Applications, Javascript, Test Script Development
University of Colorado Boulder
Skills you'll gain: Estimation, Global Positioning Systems, Mathematical Modeling, Differential Equations, Numerical Analysis, Applied Mathematics, Simulations, Linear Algebra, Probability & Statistics, Statistical Methods, Mechanics, Calculus, Probability Distribution, Physics
Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Fine-tuning, Generative AI, Generative Model Architectures, LLM Application, Retrieval-Augmented Generation, Model Training, Natural Language Processing, Model Evaluation, Data Cleansing, Model Optimization
Skills you'll gain: Database Design, Relational Databases, Database Development, Event-Driven Programming, Database Application, Visual Basic (Programming Language), Maintainability, Secure Coding, Service Management, Application Design, Application Development, Data Maintenance, Business Logic, Data Validation, User Interface (UI)
Coursera
Skills you'll gain: Dashboard, Dashboard Creation, Interactive Data Visualization, Business Intelligence, Data Visualization, Predictive Analytics, Business Intelligence Software, Data Presentation, Business Analytics, Data Literacy, Advanced Analytics, Analytics, Trend Analysis, Data-Driven Decision-Making, Forecasting, Stakeholder Communications, AI Enablement, Data Analysis, Real Time Data
Dartmouth College
Skills you'll gain: Simulations, Simulation and Simulation Software, Analytics, Digital Transformation, Complex Problem Solving, Predictive Analytics, Data-Driven Decision-Making, Process Modeling, Verification And Validation, Probability, Process Optimization, Data Integration, Risk Management, Probability Distribution, Python Programming, Event-Driven Programming, Decision Making, Performance Analysis
Skills you'll gain: Microsoft SQL Servers, Stored Procedure, Database Management, SQL, Database Development, Database Application, C# (Programming Language), Application Development, Integration Testing, Data Store, Development Environment, Microsoft Development Tools, Application Design, Development Testing, Object-Relational Mapping, Microsoft Visual Studio, User Interface (UI), Software Design, UI Components, User Interface (UI) Design
Illinois Tech
Skills you'll gain: Object Oriented Programming (OOP), Web Scraping, Object Oriented Design, Data Structures, Web Development Tools, Test Driven Development (TDD), Computer Programming, Python Programming, Scripting Languages, User Interface (UI), Open Source Technology, Programming Principles, Database Management, Database Application, Code Reusability, UI Components, File I/O, Frontend Integration
Skills you'll gain: Linux Servers, Linux Administration, Command-Line Interface, Bash (Scripting Language), Apache, Performance Tuning, Operating System Administration, Shell Script, Linux Commands, Web Servers, Server Administration, Unix Shell, Systems Administration, System Monitoring, Network Monitoring, Scripting, Servers, Unix Commands, Application Servers, File Systems
In summary, here are 10 of our most popular applied machine learning courses
- Designing Multi-Agent Systems: Collaboration and Workflows:Â Board Infinity
- Spring Boot, Spring Security & Application Finalization:Â Board Infinity
- Cinematography & Videography Guide: Shot & Expert Tips:Â Skillshare
- Full-Stack DApp Development with React and Web3:Â Packt
- Fundamentals of Orbit Determination:Â University of Colorado Boulder
- Prompt Engineering Generative AI & LLM Models Fundamentals:Â Whizlabs
- Build and Implement an Asset Management System in VB.NET:Â EDUCBA
- ThoughtSpot-Based BI Analytics:Â Coursera
- Simulation for Digital Transformation:Â Dartmouth College
- Master C# and SQL by Building Applications:Â Packt
