Foundations of AI: Understanding GenAI Ecosystem, Use Cases, Hands-On Demos (Create Chatbot) |Part-2

In this in-depth video, we explore the transformative world of Generative AI (GenAI), from its foundational concepts to hands-on demos showcasing its real-world applications. Whether you're new to GenAI or looking to deepen your understanding, this video covers everything you need to know. Here's what you can expect:
00:03:00 - Introduction to GenAI - Discover the fundamentals of Generative AI and its place in the AI landscape. Learn what sets it apart from traditional AI approaches.
00:11:20 - Transformer Architecture - Explore the backbone of modern GenAI models - transformers - and understand how they have revolutionized the field of AI.
00:26:34 - Why GenAI and GenAI Trends? - Learn why Generative AI has gained prominence and the latest trends driving its growth across industries.
00:40:40 - Core GenAI Models - Dive into the core models that power GenAI, including Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), Foundation Models (FMs), Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG).
01:05:14 - Prompt Engineering - Master the art of prompt engineering and learn how to interact effectively with GenAI models to get precise outputs.
01:05:55 - Hands-on Demos for Real-World Use Cases - See GenAI in action with practical demos showcasing its capabilities across different scenarios:
01:09:25 - Use Case 1: Email Composition using ChatGPT
01:19:40 - Use Case 2: Summarization using ChatGPT
01:22:30 - Use Case 3: PDF Reader with Ask Your PDF
01:34:40 - Use Case 4: Content Creation using Gravity Write
01:39:00 - Use Case 5: Text to Image using Hotpot AI
01:45:35 - Use Case 6: Text to Video using InVideo AI
01:53:00 - Use Case 7: PowerPoint Presentation Creation using Vista
02:08:00 - Understanding AWS Bedrock - Get an overview of AWS Bedrock and how it supports GenAI innovations.
02:16:00 - Creating Your Own Chatbot using AWS Bedrock - Follow along with a hands-on tutorial on building a chatbot with AWS Bedrock.
02:47:00 - Creating Your Own Chatbot using Google Gemini - Learn to build a chatbot using Google's Gemini platform.
03:12:00 - Risks & Ethical Considerations - Address the ethical concerns surrounding GenAI, such as bias, misuse, and societal impact.
By the end of this video, you'll have a thorough understanding of GenAI, its models, applications, and the ethical implications it brings to the modern world.