Generative AI Full Course (2025) | Generative AI Course For Beginners | Intellipaat
0Welcome 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
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🔥 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
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📚 For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930