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Generative AI: From Theory to Product Launch - AI-Powered Course
Beginner
2h
Generative AI: From Theory to Product Launch
Lead the GenAI revolution, future-proof your skills by exploring generative models, transformer networks, and state-of-the-art applications in text, image, and video generation.
Join 2.8M developers at
Overview
Content
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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 blocks of Transformer networks, including CNNs, RNNs, etc. This will be supplemented by an overview of the components of a GenAI system. Next, you’ll learn about transformer models and their variations: Vision Transformers (ViT) and multimodal transformers.
You’ll explore the state-of-the-art models for text, image, and video generation models through the practical exercises. You’ll dive deep into the impact of GenAI across fields and industries, fueling the development and launch of GenAI-based products.
Generative AI (GenAI) is an exciting new frontier of technology that opens up seemingly endless creative possibilities. This cou...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
Show more
Content
8 Lessons
1.
Course Overview
1 Lessons
Get familiar with generative AI's transformative potential, prerequisites, and industry applications.
2.
Introduction to Transformers
3 Lessons
Look at the evolution of AI, generative models, and transformative Transformer networks.
3.
Generative AI Products
3 Lessons
Go hands-on with generative AI products, encompassing text, image, and video generation advancements.
4.
Conclusion
1 Lessons
Embrace the journey of mastering generative AI and its transformative applications.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
Course Author:
Developed by MAANG Engineers
Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.
Trusted by 2.8 million developers working at companies
"Great refresher on Generative AI! Nice introduction to text-to-text, text-to-image, and text-to-video generation."
Rizwan Qazi
Senior Director @ QuinStreet, Inc.
"These are high-quality courses. Trust me. I own around 10 and the price is worth it for the content quality. EducativeInc came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks"
Anthony Walker
@_webarchitect_
"Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!"
Evan Dunbar
ML Engineer
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