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
National Taiwan University
Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Algorithms, Process Optimization, Engineering Calculations, Program Implementation, Computational Thinking, Operational Analysis, Mathematical Modeling, Resource Allocation, Decision Making, Facility Management, Calculus, Business Analytics
Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, Agentic systems, AI Workflows, OpenAI API, LLM Application, Agentic Workflows, Prompt Patterns, OpenAI, Large Language Modeling, AI Enablement, Retrieval-Augmented Generation, Artificial Intelligence, Development Environment, Tool Calling, Microsoft Azure, AI Personalization, Microsoft Development Tools, Microsoft Visual Studio
University of Pennsylvania
Skills you'll gain: Customer experience strategy (CX), Brand Strategy, Retail Store Operations, Marketing Strategies, Customer Insights, Brand Loyalty, Merchandise Displays, Global Marketing, Market Trend, Consumer Behaviour, Competitive Analysis, Business Strategy, Innovation, E-Commerce
University of Colorado Boulder
Skills you'll gain: Agile Methodology, Scrum (Software Development), Embedded Software, Embedded Systems, System Programming, Agile Software Development, Linux, Software Testing, Development Testing, Software Development Methodologies, Git (Version Control System), Docker (Software), Containerization, File Systems, Shell Script, Debugging, Operating Systems, Internet Of Things, Peripheral Devices, Electrical Engineering
University of California San Diego
Skills you'll gain: Cryptography, Encryption, Public Key Cryptography Standards (PKCS), Cybersecurity, Arithmetic, Algorithms, Theoretical Computer Science, Computational Thinking, Algebra, Python Programming
Rice University
Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Programming Principles, Python Programming
University of Colorado Boulder
Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Convolutional Neural Networks, Computer Graphics, Machine Learning Methods, Artificial Intelligence, Data Ethics, Microsoft Excel, Generative AI, Linear Algebra, Feature Engineering, Digital Signal Processing
Duke University
Skills you'll gain: Cloud Deployment, Cloud-Native Computing, Cloud Applications, Cloud Platforms, Microservices, Cloud Computing, DevOps, Kubernetes, Continuous Delivery, Containerization, Amazon Web Services, Serverless Computing, Virtual Machines, Performance Testing, System Monitoring, Flask (Web Framework)
Macquarie University
Skills you'll gain: AI Security, Information Privacy, Data Security, Data Strategy, Responsible AI, Data Governance, Data Management, Cyber Risk, Data Sharing, Cloud Security, Cyber Security Strategy, Data Loss Prevention, Cybersecurity, Data Integrity, Security Management, Security Controls, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Cyber Operations, Data Science
University of Glasgow
Skills you'll gain: Matlab, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics
Skills you'll gain: LinkedIn, Professional Networking, Social Media, Social Media Content, Professional Development
University of Colorado Boulder
Skills you'll gain: Electrical Engineering, electromagnetics, Simulation and Simulation Software, Design Software, Image Analysis, Engineering Analysis, Numerical Analysis, System Design and Implementation, Applied Mathematics, Physics
In summary, here are 10 of our most popular applied machine learning courses
- Operations Research (2): Optimization Algorithms:Â National Taiwan University
- AI Agents with LangGraph, Semantic Kernel, and AutoGen:Â Packt
- Retail Marketing Strategy:Â University of Pennsylvania
- Advanced Embedded Linux Development:Â University of Colorado Boulder
- Number Theory and Cryptography:Â University of California San Diego
- Algorithmic Thinking (Part 1):Â Rice University
- Introduction to Computer Vision:Â University of Colorado Boulder
- Cloud Virtualization, Containers and APIs:Â Duke University
- Cyber Security: Data, Privacy and AI Security:Â Macquarie University
- Fundamental MATLAB Programming for AI:Â University of Glasgow
