Generative AI: From Theory to Product Launch
Beginner
8 Lessons
2h
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
This course includes
This course includes
- 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
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
Course Content
Course Overview
Introduction to Transformers
Generative AI Products
Conclusion
How You'll Learn
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