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Welcome to Intellipaat’s Generative AI Full Course for Beginners 2025, your ultimate one-stop learning resource to master the fundamentals and real-world applications of Generative AI, Transformers, and Large Language Models (LLMs), all in a single video! Start with the basics of Expandable AI, RNNs, and LSTMs, and understand why Transformers revolutionized AI. Dive into the Encoder-Decoder Architecture, Self-Attention, and hands-on Transformer implementations using BERT and Hugging Face. Explore BERT’s architecture, unsupervised training, Next Sentence Prediction (NSP), and Tokenizer workflows. You'll also work through Multi-Head Attention, Decoder Output, and Transformer transitions with practical demos. The course then shifts to real-world Generative AI applications—including LLMs, LangChain, Vector Databases, and Prompt Engineering. Learn how to access and use OpenAI models, implement RAG (Retrieval-Augmented Generation), and understand core AI workflows. By the end, you’ll be equipped to build your own Generative AI projects, explore MCP Server, and get hands-on with the tools that power the next generation of AI systems. 📖 Below are the concepts covered in the video on 'Generative AI Full Course ': 00:00:00 - Introduction Generative AI Course For Beginners 00:03:21 - What is Expandable AI? 00:10:30 - Understanding LSTM 00:24:19 - RNN Model Hands-on 00:37:17 - Why Transformers Are Better Than LSTM? 00:39:11 - Encoder-Decoder Architecture 00:41:52 - Self-Attention Explained 00:53:51 - The Bigger Picture 01:02:24 - What is BERT? 01:10:26 - BERT's Unsupervised Training 01:16:17 - Hugging Face Example 01:28:12 - BERT Architecture & NSP 01:42:45 - Transformer Hands-on (Tokenizer & Import) 02:15:40 - Encoder & Decoder Workflow 02:30:20 - Multi-Headed Attention 02:41:11 - Decoder Workflow and Output 03:00:13 - Transition to Transformer 03:26:53 - Overview & Features 04:08:33 - Hands-on with Hugging Face 05:06:51 - What is Generative AI? 05:18:14 - Accessing Generative AI Models 05:47:26 - OpenAI Overview 06:21:40 - LangChain & LLM 07:10:45 - Hands-on with LLM 08:16:31 - RAG Overview 09:01:42 - Vector Databases 09:26:51 - Prompting Techniques 10:57:13 - Core AI Workflow 11:16:35 - What is MCP Server? 11:26:26 - Generative AI Project Ideas #generativeaifullcourse #generativeaicourse #generativeaitutorial #intellipaat 🔥Enroll for Intellipaat's Generative AI And Prompt Engineering Course: https://intellipaat.com/generative-ai-prompt-engineering-course/ ➡️ About the Course Have you ever wondered how ChatGPT is trained to mimic human intelligence? Imagine you being able to do that. Our Generative AI and Prompt Engineering course is what you need. This Generative AI and Prompt Engineering course helps you master the language of AI and lets you design thoughtful prompts. You will be able to mitigate biases and deploy techniques for interaction with AI systems. Upon completion of this Generative AI and Prompt Engineering course you will create better prompts that help Gen AI models deliver better and more accurate results. ✅ Key Features - (Course Features) 👉🏼 35+ live sessions across 5 months 👉🏼 100+ hrs of top self-paced videos 👉🏼 50+ hrs project work and exercises 👉🏼 Top industry experts 👉🏼 1:1 session with industry mentors 👉🏼 Resume building & LinkedIn profile 👉🏼 24/7 support for query resolution 👉🏼 No-cost EMI option available now 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers 📚For more information, please write back to us at [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930
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