Generative AI Courses and Certifications

Data Con LA

Generative AI Risks, Benefits, and Governance

An introduction to generative AI that weighs its benefits and risks and asks how it can be governed.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Snorkel AI

What Exactly Is Generative AI?

Jay Alammar urges audiences to temper their enthusiasm for generative AI.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Generative AI in Banking - Lessons Learned from Implementation

Trace a bank’s generative AI journey from collecting ideas across the organization to putting its first use cases into production.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Design Computation Human

Generative AI Landscape - Tools, Trends and Future Insights for Designers and Artists

A high-level tour of generative AI tools for creative work, comparing their strengths and considering how they may shape design workflows.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Confreaks

Test Workflows and Generative AI - Understanding Applications and Potential

An overview of generative AI that examines what it is, what to expect from it, and how it may help with test workflows.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

UofU Data Science

Detecting AI-Generated Content - Advances in Generative AI

A seminar focused on detecting content generated by generative AI.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Weights & Biases

How Generative AI Powers the Next Generation of Mercari Marketplace

Mercari’s marketplace uses generative AI for item listings and recommendations, with embedding model iterations aimed at improving search relevance.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Great Learning

Essential Generative AI Tools and Their Applications - ChatGPT, GitHub Copilot, Claude, and Gemini

Explore ChatGPT, GitHub Copilot, Claude, and Gemini through practical tutorials, coding examples, and a comparison of AI assistants.

• YouTube
• 3 hours 21 minutes
• Self-Paced
• Free Video

USENIX

Generative AI: Beyond Hype - Practical Applications in Production Engineering

A skeptical look at where generative AI can still deliver practical value in production engineering despite hallucinations and errors.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

SQLBits

Generative AI: Concepts, Tools, and Applications for Data Professionals

Learn how generative AI works, where it falls short, and how its tools can enhance data projects and data estates.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

vBrownBag

A Builder's Guide to Generative AI - Getting Started with AWS Bedrock

A builder-focused introduction to generative AI pairs an overview of RAG and large language models with a live AWS Bedrock demo.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Open Data Science

Generative AI for Social Good - Applications and Ethical Considerations

Case studies show how generative AI can support medical imaging, public health, bias detection, and communication in underrepresented languages.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

CodeEmporium

Generative AI - Explained

A brief explanation of generative AI and how it differs from other commonly used AI buzzwords.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

CodeEmporium

Generative AI, ChatGPT, and LLMs - Buzzwords Explained

Untangles how generative AI, ChatGPT, and large language models relate to one another.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Jeff Heaton

Generative AI Overview - Foundations, Models, and Applications

A brief tour of how generative AI evolved from deep learning, GANs, and VAEs to Transformer-based GPT and image-generating models such as DALL·E.

• YouTube
• 11 minutes
• Self-Paced
• Free Video