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.

Skills you'll gain: Project Estimation, Cost Estimation, Cost Management, Microsoft Project, Work Breakdown Structure, Project Scoping, Project Planning, Budget Management, Estimation, Project Schedules, Project Management Software, Planning, Project Management, Scheduling, Scope Management, Timelines, Operations, Analysis, Business Analysis, Business
Mixed · Course · 1 - 3 Months

Duke University
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting
Intermediate · Course · 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
Beginner · Course · 1 - 4 Weeks
Vanderbilt University
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, ChatGPT, Agentic Workflows, Prompt Patterns, Generative AI Agents, AI Enablement, AI Product Strategy, AI Workflows, Generative AI, Prompt Engineering Tools, Multimodal Prompts, OpenAI, Agentic systems, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Thought Leadership, Strategic Decision-Making, Responsible AI, Business Strategy
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Model Deployment, Model Training, Convolutional Neural Networks, Classification Algorithms, Data Analysis, Image Analysis, Data Store, Data Integration, Data Lakes, Model Evaluation, Transfer Learning, Cloud Management, Machine Learning Methods, Machine Learning, Data Processing, Data Preprocessing, Data Pipelines, Data Transformation, Data Manipulation
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Cost Accounting, Cost Control, Financial Analysis, Management Accounting, Budget Management, Strategic Planning, Health Care Administration, Cost Containment, Cost Management, Operating Cost, Budgeting, Financial Data, Planning, Accounting, Financial Management, Financial Accounting, Finance, Analysis, Leadership, Decision Making
Mixed · Course · 1 - 3 Months

Skills you'll gain: User Feedback, Customer experience improvement, Customer Service, Customer Insights, Customer Relationship Building, Constructive Feedback, Customer Retention, Customer Engagement, Customer experience strategy (CX), Customer Advocacy, Surveys, Emotional Intelligence, Business Intelligence, Service Management, Business Strategies, Growth Strategies, Business, Business Management, IT Service Management, Culture
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Retail Management, Merchandising, Product Lifecycle Management, Retail Store Operations, Stocking Merchandise, Supply Chain, Supply Chain Planning, Supply Chain Management, Transportation, Supply Chain, and Logistics, Procurement, Warehousing, Logistics, Forecasting, Business Operations, Operations, Supply And Demand, Planning, Business, Cost Control, Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: User Research, JSON, Hypertext Markup Language (HTML), User Experience Design, Design Research, Linux Commands, Javascript, Unix, Usability, Cascading Style Sheets (CSS), User Centered Design, Experience Design, Software Visualization, Web Content Accessibility Guidelines, Pseudocode, User Interface and User Experience (UI/UX) Design, UI Components, Unit Testing, Mobile Development Tools, Code Reusability
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Brokerage, Financial Trading, Financial Market, Investment Banking, Capital Markets, Securities Trading, Financial Systems, Transaction Processing, Financial Regulations, Financial Regulation, Equities, Regulatory Compliance, Finance, Banking, Reconciliation, Derivatives, Operations Management, IT Infrastructure, AI Workflows, Design
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Google Cloud Platform, Prompt Engineering, Application Deployment, Kubernetes, Prompt Engineering Tools, Containerization, Infrastructure As A Service (IaaS), Cloud Deployment, Infrastructure Architecture, Cloud Computing Architecture, Cloud Computing, Cloud Solutions, Prompt Patterns, Virtual Machines, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications
Intermediate · Specialization · 3 - 6 Months
Skills you'll gain: Model Training, Prompt Engineering, Hugging Face, Large Language Modeling, Supervised Learning, Generative AI, Data Cleansing, Deep Learning, Natural Language Processing, Artificial Intelligence, Machine Learning, Data Quality, Python Programming
Intermediate · Course · 1 - 4 Weeks