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
Duke University
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Large Language Modeling, Data Processing, Data Management, Python Programming, Machine Learning
DeepLearning.AI
Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Image Analysis, Convolutional Neural Networks, Responsible AI, Data Ethics, Model Training, Information Privacy, Data Synthesis
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Manufacturing Processes, Semiconductors, Manufacturing and Production, Process Engineering, Materials science, Electronics Engineering, Chemical Engineering, Laboratory Equipment, Process Control, Verification And Validation, Electronics, Chemical and Biomedical Engineering, Micrometer, Process Analysis, Process Development, Laboratory Research, Laboratory Testing, Scientific Methods, Systems Of Measurement
Sage Publications
Skills you'll gain: Brand Management, Brand Awareness, Branding, Brand Marketing, Brand Strategy, Marketing Psychology, Customer Insights, Data-Driven Marketing, Marketing Management, Digital Brand Strategy, Consumer Behaviour, User Research, Qualitative Research, Customer Engagement, Culture
SkillsBooster Academy
Skills you'll gain: React.js, OpenAI API, ChatGPT, UI Components, Web Development Tools, Full-Stack Web Development, JavaScript Frameworks, Generative AI, Application Programming Interface (API), Restful API, Front-End Web Development, Web Development, Back-End Web Development, Javascript, Debugging, HTML and CSS, Server Side, Software Development, GitHub, Programming Principles
Skills you'll gain: Kubernetes, YAML, Cloud-Native Computing, Docker (Software), Containerization, DevOps, Microservices, Application Deployment, Configuration Management, Command-Line Interface, Multi-Tenant Cloud Environments, Infrastructure Architecture, Development Environment, Network Infrastructure, Computer Networking, Network Troubleshooting, Automation, Scalability, Scaling And Root Planing
Skills you'll gain: ASP.NET, Application Programming Interface (API), Restful API, API Design, API Testing, Cloud Deployment, .NET Framework, Microsoft Azure, Application Deployment, Performance Tuning, Maintainability, Software Documentation, Flask (Web Framework), Scalability, Object-Relational Mapping, Software Versioning, System Monitoring, Debugging, Query Languages, Security Controls
Alberta Machine Intelligence Institute
Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Data Processing, Business Requirements
Microsoft
Skills you'll gain: Git (Version Control System), GitHub, Version Control, Debugging, Object Oriented Programming (OOP), Unit Testing, Development Testing, Test Case, Programming Principles, Data Structures, Software Development Tools, Algorithms, Maintainability, Python Programming, Software Development, Package and Software Management, Computer Programming, Development Environment, Code Reusability, Scripting
The Hong Kong University of Science and Technology
Skills you'll gain: Matlab, Numerical Analysis, Mathematical Software, Linear Algebra, Differential Equations, Applied Mathematics, Simulation and Simulation Software, Computational Thinking, Integral Calculus, Scripting, Simulations, Calculus, Plot (Graphics), Algorithms
Pearson
Skills you'll gain: Social Studies, Sociology, Culture, Economics, Policy, and Social Studies, Gerontology, Community Organizing, Social Justice, Social Sciences, Political Sciences, Cultural Diversity, Demography, Research, Research Methodologies, Socioeconomics, Cultural Responsiveness, Qualitative Research, International Relations, Social Impact, Diversity Awareness, Cultural Sensitivity
Skills you'll gain: ESXi Installation, VMware ESX Servers, Virtual Networking, Network Infrastructure, Software-Defined Data Center (SDDC), Virtual Local Area Network (VLAN), vSphere Networking and Storage, Software-Defined Networking, VMware vSAN, Data Centers, Network Switches, Network Architecture, Network Troubleshooting, Network Planning And Design, Hardware Architecture, Border Gateway Protocol, Event Monitoring, Infrastructure Architecture, Open Shortest Path First (OSPF), Networking Hardware
In summary, here are 10 of our most popular applied machine learning courses
- Introduction to Retrieval Augmented Generation (RAG): Duke University
- Apply Generative Adversarial Networks (GANs): DeepLearning.AI
- Micro and Nanofabrication (MEMS): École Polytechnique Fédérale de Lausanne
- Foundations of Brand Meaning and Equity: Sage Publications
- Building AI-Powered Web Applications with React and Next.js: SkillsBooster Academy
- Kubernetes Foundations: Architecture and Core Concepts: Packt
- Optimizing and Deploying ASP.NET Core Web APIs: Packt
- 실용 머신 러닝 소개: Alberta Machine Intelligence Institute
- Python Programming Fundamentals: Microsoft
- Numerical Methods for Engineers: The Hong Kong University of Science and Technology
