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
Airbus Beyond
Skills you'll gain: Procurement, Order Management, Inventory Management, Supply Chain Management, Supply Chain, Order Delivery, Inventory Control, Production Planning, Contract Management, Supply Management, Sustainability Reporting, Supplier Performance Management, Sustainable Systems, Sustainability Standards, Vendor Contracts, Environmental Social And Corporate Governance (ESG), Logistics, Risk Management, Negotiation, Billing & Invoicing
University of Colorado Boulder
Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis
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
National Taiwan University
Skills you'll gain: Operations Research, Network Model, Statistical Machine Learning, Case Studies, Applied Mathematics, Mathematical Modeling, Machine Learning, Model Optimization, Mathematical Theory & Analysis, Transportation Operations, Business Analytics, Linear Algebra, Resource Allocation, Classification Algorithms, Algorithms
DeepLearning.AI
Skills you'll gain: Hugging Face, LLM Application, Generative AI, Embeddings, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, Image Analysis, User Interface (UI), API Design, Fine-tuning, Computer Vision
Skills you'll gain: Financial Statements, Financial Acumen, Financial Statement Analysis, Income Statement, Balance Sheet, Financial Analysis, Small Business Accounting, Business Acumen, Financial Accounting, Entrepreneurial Finance, Business Metrics, Gross Profit, Profit and Loss (P&L) Management, Business Mathematics, Financial Data, Revenue Recognition, Asset Management
University of Michigan
Skills you'll gain: Generative AI, ChatGPT, AI literacy, Large Language Modeling, Prompt Engineering, Responsible AI, Data Ethics, Artificial Intelligence, Business Economics, Culture, Law, Regulation, and Compliance, AI Integrations, Social Studies, Intellectual Property
University of California, Irvine
Skills you'll gain: Digital pedagogy, Teaching, AI Personalization, Education Software and Technology, Virtual Environment, Learning Management Systems, Collaborative Software, Web Content Accessibility Guidelines, Emerging Technologies, Information Privacy
Fractal Analytics
Skills you'll gain: Computing Platforms, Cybersecurity, Linear Algebra, Critical Thinking, Probability & Statistics
Skills you'll gain: Malware Protection, Exploitation techniques, Threat Detection, Virtual Machines, Microarchitecture, Debugging, System Programming, Windows PowerShell, Virtual Environment, Programming Principles, Excel Macros, Linux
Skills you'll gain: ASP.NET, Restful API, Web Development, Object-Relational Mapping, Web Applications, User Accounts, Data Integrity, Single Sign-On (SSO), .NET Framework, API Design, Application Programming Interface (API), Database Application, Authentications, Back-End Web Development, Performance Tuning, Authorization (Computing), Data Management, Relational Databases, Identity and Access Management, Model View Controller
SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, Google Gemini, Prompt Patterns, Responsible AI, AI literacy, LLM Application, Gemini, ChatGPT, Generative AI, Microsoft Copilot, Generative AI Agents, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deepseek, Productivity, Automation, Business Operations
In summary, here are 10 of our most popular applied machine learning courses
- Airbus Supply Chain Specialist:Â Airbus Beyond
- Essential Linear Algebra for Data Science:Â University of Colorado Boulder
- Introduction to Retrieval Augmented Generation (RAG):Â Duke University
- Operations Research (3): Theory:Â National Taiwan University
- Open Source Models with Hugging Face:Â DeepLearning.AI
- Fundamentals of Business Finance, with Goldman Sachs 10,000 Women:Â Goldman Sachs
- Generative AI Essentials: Overview and Impact:Â University of Michigan
- Foundations of Virtual Instruction:Â University of California, Irvine
- Quantum Computing For Everyone - An Introduction:Â Fractal Analytics
- Malware Analysis and Introduction to Assembly Language:Â IBM
