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.

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, AI Workflows, AI powered creativity, Responsible AI, Data Visualization, Document Management, Ideation, Verification And Validation, Data Presentation, LLM Application, AI literacy, Generative AI, AI Enablement, Risking, Multimodal Prompts, Image Analysis, Artificial Intelligence, Data Compilation
★ 4.8 (9.5K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Excel Macros, Actuarial Science, Financial Modeling, Derivatives, Risk Modeling, Simulations, Forecasting, Debugging, Financial Market, Finance, Financial Forecasting, Analysis, Financial Data, Financial Analysis, Automation, Financial Planning, Financial Reporting, Business, Planning, Environment
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Supply Chain, Supply Chain Management, Supply Management, Supply Chain Systems, Procurement, Supply Chain Planning, Logistics Management, Inventory Control, Transportation, Supply Chain, and Logistics, Logistics, Inventory and Warehousing, Operations Management, Warehousing, Business Operations, Supply And Demand, Forecasting, Cost Control, Business, Planning, Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Microsoft Project, Microsoft PowerPoint, Project Schedules, Microsoft Excel, Excel Macros, Microsoft Word, Presentations, Project Management Software, Animations, Project Controls, Excel Formulas, Project Performance, Resource Allocation, Oral Expression, Project Planning, Scheduling, Management Reporting, Spreadsheet Software, Microsoft Office, Technical Documentation
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Excel Macros, Customer Data Management, Event-Driven Programming, Customer Relationship Management (CRM) Software, Dashboard Creation, Dashboard, Customer Relationship Management, Business Process Automation, Microsoft Excel, Automation, IT Automation, Workflow Management, Management Reporting, Relationship Management, Operations Management, Business Operations, Real Time Data, Business, Build Tools, Productivity
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Matplotlib, Artificial Intelligence, Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), NumPy, Pandas (Python Package), AI literacy, Model Evaluation, Machine Learning Methods, AI Workflows, Applied Machine Learning, Data Preprocessing, Deep Learning, Data Presentation, Responsible AI, Artificial Neural Networks, Data Ethics, Machine Learning Algorithms, Python Programming, AWS CloudFormation
★ 4.8 (57) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI, PyTorch (Machine Learning Library), Prompt Patterns, Generative AI Agents, Fine-tuning, Vector Databases, LLM Application, Generative Model Architectures, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Tool Calling, Hugging Face, Model Optimization, Reinforcement Learning, Transfer Learning, Data Pipelines
★ 4.6 (1.1K) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Financial Market, Market Liquidity, Risk Management Framework, Risk Management, Investment Management, Risk Analysis, Performance Analysis, Performance Measurement, Investments, Asset Management, Finance, Financial Modeling, Due Diligence, Budgeting, Analysis, Decision Making
Mixed · Course · 1 - 3 Months

Skills you'll gain: User Story, Software Development Life Cycle, Risk Management, Team Motivation, Software Architecture, Stakeholder Engagement, Project Planning, Peer Review, Agile Software Development, Scrum (Software Development), Project Management Life Cycle, Risk Management Framework, Stakeholder Management, Stakeholder Communications, Project Management, Information Technology, Interviewing Skills, Agile Project Management, Leadership, Communication
★ 4.7 (11K) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Advertising, Marketing Psychology, Market Dynamics, Consumer Behaviour, Economic Development, Marketing Strategies, Market Analysis, Global Marketing, Economics, Brand Awareness, Culture, Growth Strategies, Brand Marketing, Social Impact, Business, Business Development, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Securities (Finance), Credit Risk, Lending and Underwriting, Commercial Lending, Capital Markets, Financial Statement Analysis, Financial Services, Bankruptcies, Investment Banking, Financial Analysis, Finance, Financial Management, Investment Management, Risk Management, Corporate Finance, Analysis, Case Studies, Consulting, Decision Making, Environment
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Management, Generative AI, AI Orchestration, Cloud Deployment, Infrastructure Architecture, Cloud Infrastructure, Cloud Computing, AI Workflows, Devops Tools, Data Infrastructure, AI literacy, Deep Learning, Information Technology Operations, Machine Learning, Network Infrastructure, Data Centers
★ 4.6 (505) · Beginner · Course · 1 - 4 Weeks