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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

AI-POWERED

Explanations

This course includes

6 Playgrounds

Course Overview

What You'll Learn

Course Content

Recommendations

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

Familiarity with generative AI and its evolution over the years

Course Content

Course Overview

1 Lessons

Get familiar with generative AI's transformative potential, prerequisites, and industry applications.

Getting Started

Introduction to Transformers

3 Lessons

Look at the evolution of AI, generative models, and transformative Transformer networks.

Introduction to AI

Generative AI

Transformer Networks

Generative AI Products

3 Lessons

Go hands-on with generative AI products, encompassing text, image, and video generation advancements.

Text-to-Text Generation Products

Text-Guided Image Generation Products

Text-Guided Video Generation Products

Conclusion

1 Lessons

Embrace the journey of mastering generative AI and its transformative applications.

Conclusion

Course Author

Asim Iqbal

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AI Code Mentor

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