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: Claude Code, Prompt Engineering, Model Context Protocol, ChatGPT, Anthropic Claude, Prompt Patterns, Token Optimization, AI Workflows, Prompt Engineering Tools, Generative AI Agents, Multimodal Prompts, Agentic Workflows, AI Orchestration, AI Enablement, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Agentic systems, AI Product Strategy, AI Personalization
Beginner · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: AI Personalization, Machine Learning Methods, Fraud detection, Generative AI, Responsible AI, Data Ethics, Data Management, Data Strategy, People Analytics, HR Tech, Generative Model Architectures, AI Enablement, Human Resource Management, AI Product Strategy, Data Governance, Human Resources Management and Planning, Big Data, Credit Risk, Machine Learning, Analytics
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Ethical Standards And Conduct, Business Ethics, Investment Management, Compliance Training, Decision Making, Legal Risk, Supervision, Performance Reporting, Compliance Management, Compliance Reporting, Regulatory Compliance, Finance, Risk Management Framework, Conflict Management, IT Management, Performance Management, Application Performance Management, Communication, Learning Management Systems, Learning Theory
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Product Strategy, Generative AI, New Product Development, Product Management, Product Lifecycle Management, Responsible AI, Generative Model Architectures, Product Development, Innovation, ChatGPT, Product Roadmaps, Product Planning, Machine Learning Methods, Commercialization, Generative Adversarial Networks (GANs), Generative AI Agents, Prompt Engineering Tools, Artificial Intelligence
Beginner · Professional Certificate · 3 - 6 Months

American Psychological Association
Skills you'll gain: Writing, Writing and Editing, Editing, Productivity, Motion Arguments, Oral Expression, Critical Thinking, Organizational Skills, Persistence, Self-Motivation, Brainstorming, Workplace inclusivity, Diversity Awareness
Beginner · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Machine Learning Methods, Unsupervised Learning, Supervised Learning, Machine Learning Algorithms, Machine Learning, Applied Machine Learning, Intellectual Property, AI literacy, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Legal Risk, Reinforcement Learning, Artificial Intelligence, General Data Protection Regulation (GDPR), Infrastructure Architecture, Dimensionality Reduction, Cloud Platforms, Deep Learning, Social Impact, Artificial Neural Networks
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Private Equity, Financial Modeling, Business Valuation, Investment Banking, Financial Forecasting, Governance, Investment Management, Investments, Performance Analysis, Financial Analysis, Finance, Financial Statement Analysis, Cash Flow Forecasting, Banking, Analysis, Corporate Finance, Working Capital, Performance Metric, Market Data, Forecasting
Beginner · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, ChatGPT, Generative AI Agents, Generative AI, LLM Application, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, AI Enablement, Context Engineering, AI powered creativity, Artificial Intelligence, Expense Reports, Communication, Planning, Marketing
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Process Modeling, Prompt Patterns, Generative AI, Business Workflow Analysis, Systems Analysis, AI Workflows, AI literacy, Process Optimization, Miro AI, Process Mapping, Systems Architecture, Solution Architecture, Software Architecture, Systems Thinking, Responsible AI, Machine Learning, Project Documentation, Stakeholder Communications, Technical Consulting
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Computer Vision, Convolutional Neural Networks, Transfer Learning, Model Evaluation, Machine Learning Methods, Image Quality, Model Training, Fine-tuning, Classification Algorithms, Machine Learning Algorithms, Deep Learning, Model Optimization, Network Architecture
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Social Skills, Interpersonal Communications, Education Software and Technology, Relationship Building, English Language, Verbal Communication Skills, Professional Development, Communication, Professionalism, Learning Styles, Communication Strategies, Active Listening, Vocabulary, Language Learning, Language Competency, Grammar
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative AI Agents, Standard Operating Procedure, Customer Support, AI literacy, Product Support, Customer Service, Procedure Development, Customer Analysis, LLM Application, Responsible AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), AI Integrations, Augmented and Virtual Reality (AR/VR), Model Evaluation, Machine Learning
Intermediate · Specialization · 1 - 3 Months