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.

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

Skills you'll gain: Prompt Engineering, No-Code Development, Agentic Workflows, Application Development, Full-Stack Web Development, Vibe coding, AI Integrations, Web Applications, LLM Application, Generative AI, Back-End Web Development, Frontend Performance, Application Deployment, User Interface (UI), Software Development Life Cycle, System Design and Implementation, Authorization (Computing), Problem Solving, Authentications, Database Management
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Firewall, Cloud Security, Network Security, Google Cloud Platform, Virtual Networking, Cyber Security Policies, Cloud Hosting, Cloud Computing, Virtual Machines, Network Architecture, Computer Networking, Scalability
Advanced · Project · Less Than 2 Hours

Skills you'll gain: AI powered creativity, Adobe Firefly, Adobe Photoshop, Photo Editing, Image Quality, Photography, Photo/Video Production and Technology, Generative AI, Editing, Digital Design, Image Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AWS Identity and Access Management (IAM), Cloud Computing Architecture, Network Architecture, Amazon Web Services, Cloud Infrastructure, Cloud Solutions, IT Security Architecture, Identity and Access Management, Network Planning And Design, Solution Architecture, Security Management, Virtual Networking, Infrastructure Architecture, Network Infrastructure, Network Routing, Cloud Security, Cloud Services, Application Design, Cloud Management, Network Security
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Multimodal Prompts, Fine-tuning, Generative AI, Model Evaluation, Generative Model Architectures, Image Analysis, Embeddings, Prompt Engineering, Model Training, Image Quality, Model Optimization, Autoencoders, Computer Vision
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Integrity, Verification And Validation, Record Keeping, Reconciliation, Debugging, Auditing
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Prioritization, Jira (Software), Organizational Skills, Decision Making, Backlogs, Keyword Research, Project Management Software, Timelines, Strategic Prioritization, Dashboard, Issue Tracking, Query Languages, Project Management, Resource Management
Beginner · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Differential Equations, Applied Mathematics, Engineering Analysis, Engineering Calculations, Linear Algebra, Calculus, Advanced Mathematics, Mathematical Modeling, Integral Calculus, Dependency Analysis, Mathematical Theory & Analysis, Derivatives
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Penetration Testing, Exploitation techniques, Network Security, Intrusion Detection and Prevention, Hardening, Local Area Networks, Threat Detection, General Networking, Vulnerability Management, System Configuration, Linux Administration, Authentications, Software Installation, Virtual Machines, Network Analysis, Virtualization
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, Kubernetes, Containerization, LLM Application, Cloud-Native Computing, Application Deployment, Large Language Modeling, Release Management, MLOps (Machine Learning Operations), Configuration Management, Continuous Delivery, Scalability, Application Performance Management, Performance Tuning, Performance Analysis, Systems Analysis, Analysis, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Vector Databases, Embeddings, AI Integrations, Generative AI, Artificial Intelligence, Retrieval-Augmented Generation, Scalability, Anomaly Detection, Unstructured Data
Beginner · Course · 1 - 3 Months