Generative AI: From Theory to Product Launch

Generative AI: From Theory to Product Launch


8 Lessons


Certificate of Completion

AI Explanations
AI Explanations
AI Adaptive Learning
AI Adaptive Learning
Generative AI: From Theory to Product Launch
6 Playgrounds
17 Illustrations

Takeaway Skills

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

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
  • Upgrade to Premium to get hands-on experience with Generative AI models
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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

Course Content


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