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: Rust (Programming Language), System Programming, Package and Software Management, Data Structures, Software Installation, Test Data, Programming Principles, Secure Coding, Maintainability, Debugging, Software Design Patterns, Integrated Development Environments, Data Sharing, Data Management, Command-Line Interface, Capacity Management
Institut Mines-Télécom
Skills you'll gain: Image Analysis, Digital Signal Processing, Computer Vision, NumPy, Numerical Analysis, Python Programming, Applied Mathematics
Skills you'll gain: JavaScript Frameworks, Event-Driven Programming, Javascript, Frontend Performance, Web Components, Object Oriented Programming (OOP), Web Development, Web Design and Development, Scripting, UI Components, Development Environment, Front-End Web Development, Data Validation, Real Time Data, Data Integrity, Programming Principles, Maintainability, Debugging
Skills you'll gain: Microsoft Azure, Internet Of Things, Cloud Development, Cloud Storage, Data Storage, Microsoft Visual Studio, Network Routing
Skills you'll gain: Agentic systems, Systems Architecture, API Design, Maintainability, Systems Design, Solution Architecture
Skills you'll gain: Collaborative Software, Education Software and Technology, Digital pedagogy, digital literacy
Skills you'll gain: Data Integration, Performance Tuning, Serverless Computing, Database Architecture and Administration, Data Quality, Data Transformation
Coursera
Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Microsoft SQL Servers, SQL, Database Management, Databases, Data Integration, Managed Services, Data Migration, Cloud Services
Skills you'll gain: Embeddings, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Anomaly Detection, Vector Databases, System Monitoring, Verification And Validation, Legal Technology, Semantic Web, E-Commerce, Large Language Modeling, Data Validation, Unsupervised Learning, Data Manipulation, Dimensionality Reduction, Performance Metric, Cost Reduction
Skills you'll gain: Product Roadmaps, Agile Methodology, Product Management, Wireframing, A/B Testing, Microsoft Teams, Sprint Planning, Project Management, ChatGPT, Kanban Principles
Skills you'll gain: User Interface (UI), Bootstrap (Front-End Framework), Blockchain, UI Components, JavaScript Frameworks, Front-End Web Development, Debugging, Web Development Tools, Full-Stack Web Development, Animations, Web Applications, HTML and CSS, Javascript, Cascading Style Sheets (CSS)
Skills you'll gain: Thermal Management, Finite Element Methods, Engineering Analysis, Mechanical Engineering, Engineering, Scientific Visualization, Simulations, Numerical Analysis, Mathematical Modeling, Differential Equations, Physics
In summary, here are 10 of our most popular applied machine learning courses
- Learn to Code with Rust: Packt
- Traitement d'images : analyse fréquentielle et multi-échelle: Institut Mines-Télécom
- JavaScript from Beginner to Expert 2.0: Packt
- Create IoT Solutions in Microsoft Azure: Coursera
- Architect Reusable AI Agent Systems: Coursera
- Visualizing and Collaborating with Popplet: Coursera
- Introduction to Data Engineering on AWS: Packt
- Bases de Datos SQL en Azure: Coursera
- Validate LLM Embeddings for Production Use: Coursera
- The Complete Product Management Fundamentals: Packt
