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: Microsoft Copilot, Natural Language Processing, AI literacy, Data Storytelling, Technical Communication, Data Visualization, Data-Driven Decision-Making, Data Presentation, Generative AI, Prompt Engineering, Data Visualization Software, Data Analysis, Responsible AI, Data Ethics, Web Content Accessibility Guidelines
Skills you'll gain: Robotics, Machine Controls, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), CI/CD, Continuous Integration, Artificial Intelligence, 3D Modeling, Large Language Modeling, Agentic Workflows, Continuous Deployment, Docker (Software), Agentic systems, Simulation and Simulation Software, LLM Application, Containerization, Ubuntu, Python Programming, Linux, C++ (Programming Language)
University of Cambridge
Skills you'll gain: Change Management, Organizational Change, Leadership and Management, Organizational Development, Management Training And Development, Leadership, Organizational Leadership, Adaptability, Overcoming Objections, Leadership Development, Communication Strategies
Skills you'll gain: Credit Risk, Lending and Underwriting, Commercial Lending, Financial Analysis, Bank Regulations, Financial Statement Analysis, Banking, Portfolio Risk, Banking Services, General Lending, Financial Statements, Loan Origination, Loan Documentation, Portfolio Management, Financial Regulation, Financial Services, Compliance Management, Asset Management, Risk Modeling, Business
LearnKartS
Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Amazon Elastic Compute Cloud, Cloud Computing Architecture, Infrastructure Architecture, Cloud Computing, Cloud Hosting, Cloud Solutions, Cloud Services, Infrastructure As A Service (IaaS), Cloud Deployment, Cloud Storage, Load Balancing, Virtual Networking, Virtual Private Networks (VPN), Network Security, Resource Management, Cost Management
Skills you'll gain: International Financial Reporting Standards, Financial Reporting, Technical Accounting, Intercompany Accounting, Consolidation, Financial Accounting, Corporate Accounting, Generally Accepted Accounting Principles (GAAP), Mergers & Acquisitions, Finance, Business
Microsoft
Skills you'll gain: Microsoft Azure, Serverless Computing, Microsoft Power Automate/Flow, Microsoft Power Platform, Business Process Automation, Microsoft Development Tools, Event-Driven Programming, Cloud API, Application Programming Interface (API), Web Applications, Business Logic, GitHub
Scrimba
Skills you'll gain: Model Context Protocol, OpenAI, Token Optimization, Code Review, Integrated Development Environments, Tool Calling, Cloud Development, Prompt Engineering, AI Workflows, Development Environment, Context Management, AI literacy, Command-Line Interface, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Software Installation
Vanderbilt University
Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Agentic systems, LLM Application, AI Integrations, Prompt Patterns, AI Enablement, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering Tools, Prompt Engineering, AI Personalization, ChatGPT, Multimodal Prompts, Anthropic Claude, AI Product Strategy
Coursera
Skills you'll gain: LLM Application, Model Evaluation, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, MLOps (Machine Learning Operations), Performance Tuning, Debugging, Performance Testing, Statistical Methods, Query Languages, SQL, Statistical Hypothesis Testing, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Python Programming
University of Colorado Boulder
Skills you'll gain: Environmental Policy, Climate Change Programs, Energy and Utilities, Environmental Issue, Climate Change Mitigation, Political Sciences, Public Policies, International Relations, Environmental Regulations, Policy Analysis, Climate Change Adaptation, Sustainable Technologies, Pollution Prevention, Environmental Science, Electric Power Systems, Forecasting, Radiation Protection
Imperial College London
Skills you'll gain: Health Systems, Health Policy, Health Assessment, Public Health and Disease Prevention, Public Health, Health Care, Health Disparities, Health Promotion, Social Determinants Of Health
In summary, here are 10 of our most popular applied machine learning courses
- Data Analysis, Visualization, and Communication with Copilot:Â Microsoft
- Mastering ROS 2 for Robotics Programming:Â Packt
- Introduction to Change Management: Practical Strategies:Â University of Cambridge
- Analyze & Manage Banking Credit Portfolios:Â EDUCBA
- Introduction to AWS:Â LearnKartS
- Master Consolidated Financial Reporting & IFRS:Â EDUCBA
- Build Serverless Applications:Â Microsoft
- Introduction to OpenAI Codex:Â Scrimba
- AI Agents with Model Context Protocol & Typescript:Â Vanderbilt University
- Building Reliable LLM Systems:Â Coursera
