Generative AI: From Theory to Product Launch

Hands-on experience with Generative AI models for cutting-edge applications using LLMs and diffusion models for content generation and more.

Beginner

8 Lessons

Certificate of Completion

Hands-on experience with Generative AI models for cutting-edge applications using LLMs and diffusion models for content generation and more.

AI-POWERED

Explanations

Adaptive Learning

AI-POWERED

Explanations

Adaptive Learning

This course includes

6 Playgrounds

This course includes

6 Playgrounds

This course has a GPU-powered coding session. Do I have access to it?

GPU-enabled code execution will let you query state of the art models on custom prompts
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Course Overview

Generative AI (GenAI) is an exciting new frontier of technology that opens up seemingly endless creative possibilities. This course provides a glimpse of generative models’ capability by showcasing some of their most impressive applications. It will empower you to leverage GenAI and large language models (LLMs) like DALL·E and GPT-2. You’ll learn about the evolution of machine translation systems, from the early 1950s to the current state-of-the-art generative models. You’ll learn about the building block...Show More

What You'll Learn

Familiarity with generative AI and its evolution over the years

Understanding of core components such as CNNs, RNNs, autoencoders, and GANs

Familiarity with real-world applications of generative AI empowered by the transformers and generative AI systems

Familiarity with popular text and image generation models such as DistilBERT, GPT-2, GPT-3, GPT, DALL·E, Stable Diffusion, and Gen-2

Practical experience with state-of-the-art multimodal models used to generate text, images, and videos

What You'll Learn

Familiarity with generative AI and its evolution over the years

Course Content

Course Overview

Getting Started

Introduction to Transformers

Introduction to AI Generative AI Transformer Networks

Generative AI Products

Text-to-Text Generation Products Text-Guided Image Generation Products Text-Guided Video Generation Products

Conclusion

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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