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.

Pragmatic AI Labs
Skills you'll gain: Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, AWS SageMaker, AI Workflows, Retrieval-Augmented Generation, Shell Script, IT Automation, Unix Shell, Command-Line Interface, AI Integrations, AI Security, Prototyping, Model Deployment, Large Language Modeling, Generative AI, Data Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cyber Security Strategy, Threat Modeling, Fraud detection, Data Security, Security Controls, Security Awareness, Operational Risk, Threat Detection, Information Systems Security, Threat Management, Key Management, Security Engineering, Payment Systems, Encryption, Infrastructure Security, Regulatory Compliance, Network Protocols, Financial Regulation, Scripting, Scalability
Intermediate · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Blockchain, Software Installation, User Accounts, Cloud Deployment, Application Deployment, User Provisioning
Beginner · Project · Less Than 2 Hours

Skills you'll gain: File I/O, Data Structures, Data Store, Data Management, Programming Principles, Python Programming, Data Storage, Computer Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: LinkedIn, Interviewing Skills, Technical Communication, Communication, Communication Strategies, IT Management, Business Writing, Writing and Editing, Professional Networking, Information Technology, Recruitment, Professional Development, Time Management
Intermediate · Course · 3 - 6 Months

University of Michigan
Skills you'll gain: Energy and Utilities, Automation, Social Sciences, Social Impact, Electric Power Systems, Augmented and Virtual Reality (AR/VR), Economics, Policy, and Social Studies, Interactive Learning, Socioeconomics, Sustainable Development, Social Justice, Sustainable Technologies, Policy Analysis, Transportation Operations, Emerging Technologies, Environmental Issue
Beginner · Course · 1 - 3 Months

Skills you'll gain: Artificial Intelligence, LLM Application, Large Language Modeling, Embeddings, AI Integrations, Generative AI, Natural Language Processing, Python Programming, Application Programming Interface (API), Scripting
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Angular, Authentications, Web Applications, User Accounts, GitHub
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Apple Xcode, UI Components, User Interface (UI), iOS Development, User Interface (UI) Design, Apple iOS, Mobile Development, User Interface and User Experience (UI/UX) Design, Swift Programming, Software Design, Responsive Web Design, Application Design, Animations, Application Development, Data Visualization Software, Interactive Design, Integrated Development Environments, Interactive Data Visualization, Code Reusability, Model View Controller
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Oracle Databases, Enterprise Application Management, Multi-Tenant Cloud Environments, Database Administration, Database Architecture and Administration, Operational Databases, Database Management, Database Software, Database Management Systems, Databases, Performance Tuning, Security Controls, User Accounts, Disaster Recovery, Service Management
Beginner · Course · 3 - 6 Months

Skills you'll gain: Scrum (Software Development), Agile Software Development, Agile Project Management, Agile Methodology, Scalability, Program Management, Project Coordination, Coordination, Leadership, Influencing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sample Size Determination, Data Strategy, Sampling (Statistics), Analytical Skills, Data-Driven Decision-Making, Data Analysis, Analytics, Jupyter, Data Science, Statistical Analysis, Data Collection, Data Mining, Data Management, MLOps (Machine Learning Operations), Maintainability, Research and Design, Version Control, Software Documentation
Intermediate · Course · 1 - 4 Weeks