AI & Machine Learning Certificate Courses

Our AI Perspectives and Programs

Build practical AI capability with Caltech CTME. Explore hands-on AI and machine learning courses for individuals and custom enterprise programs for teams—taught by expert educators with real-world projects. Compare options, see schedules, and learn how we tailor content for your stack, security, and outcomes. Certificate/CEU options available.

Choose Your Path

For individual learners — Short, applied courses and labs to build skills with LLMs, ML, and modern tooling. Explore current public courses. 

For organizations — From executive workshops to large-scale group training, we tailor programs to your data, tools, and policies. On campus, on-site, or hybrid. See available custom programs.

Our Thinking

Unlocking AI for Everyone: A Guide to Practical Adoption and Upskilling

Discover the growing accessibility of generative AI tools for non-technical users.

GET THE PERSPECTIVE

The New AI Team: Unlocking New Possibilities for Innovation and Impact

Unraveling the complexities of AI development.

GET THE PERSPECTIVE

Science Exchange: Artificial Intelligence Research

Where is the line between what AI can do and what is make-believe?

GET THE PERSPECTIVE

Featured Public Courses

AI Tools for Everyone: A Hands-On Learning Lab

Artificial intelligence is becoming an essential tool in everyday work, research, and creative projects. This live-online, four-week hands-on lab provides a structured, guided introduction to a variety of AI tools that are accessible to everyone—whether you're just starting out or looking for ways to integrate AI into your workflow. With practical use cases in short evening sessions, you will focuse on real-world applications rather than abstract theory, making AI easier to understand and use.

8 Hours (2 hr/wk)
Live-Online
None

Jan

Learn More

AI for Project Management: A Hands-On Learning Lab

AI for Project Management is here: in this two-day, hands-on workshop, project managers learn to apply generative AI and AI assistants to planning, scheduling, risk, cost, and communications—safely and without coding. Leave with reusable prompts, ready-to-use templates, and lightweight automations for your real projects.

2 Days
Live-Online
Certificate

Jan

Learn More

AI/ML Lab for Engineering and Science

Caltech CTME’s AI/ML Lab is one of the most practical AI courses for engineering and science, built for experienced engineers and scientists who want applied, industry-grade skills. This 5-day, live-online certificate program blends hands-on Python with core machine learning, deep learning (PyTorch), LLMs and generative AI, and MLOps—so you can design, deploy, and scale real solutions. Earn CEUs while exploring the full ML lifecycle, from data prep and model selection to production deployment and bias mitigation.

5 Days
Live-Online
Certificate

Feb

Learn More

Available Programs for Enterprise Learning

Prototyping AI

This dynamic five-day Python-based course immerses participants in cutting-edge technologies through hands-on projects and real-world applications. Build modern AI foundations with Natural Language Processing and learn how these techniques are leveraged in generative AI. Then explore the world of generative AI, uncovering the power of transformer models, large language models, and tools like LangChain and Hugging Face. Build advanced generative systems with vector databases, RAG architectures, and fine-tuning techniques to create chatbots and knowledge management solutions. Unlock the potential of computer vision with CNNs, image preprocessing, and object detection. The journey concludes with advanced vision techniques, custom model creation, and powerful deployment strategies for AI-driven workflows.

5 Days
Any Format/Location
Certificate

Learn More

Reinventing Work for the Age of AI

Reinventing Work for the Age of AI is an executive program that is a high-energy, practical learning experience that provides you and your senior team with the insights, frameworks, and tools to truly understand AI and how to incorporate it into the work of your organization. You will learn about the various categories of automation, experiment with emerging AI tools, including generative AI, and understand how to use award-winning frameworks to redesign work to achieve the optimal combinations of humans and automation.

Any Format/Location
Certificate

Learn More

Digital Transformation and the Future of the Enterprise

Spark innovation with the 'Digital Transformation and Future of the Enterprise' executive education experience at Caltech. Empower your senior teams to develop cutting-edge strategies and plans for autonomous technologies, digital platforms, and artificial intelligence. Designed for organizations operating in complex markets such as heavy industry, energy, semiconductors, and aerospace, this course is pivotal for mastering the digital frontier. Equip your team with the strategic tools needed to transform industry challenges into competitive advantages.