Intellipaat

Dive into the world of Generative AI with this beginner-to-advanced course by Intellipaat. Learn everything from RNN and LSTM to advanced architectures like Transformers, BERT, LLMs, and LangChain with hands-on projects and real-world demos. Start with MCP Server, vibe coding, and RNN challenges, then explore Self-Attention, Encoder-Decoder architecture, and Multi-Head Attention. Master BERT, its training process, NSP, and implementation using Hugging Face.

Get practical with tokenization, classification models, and the use of tools like OpenAI, LangChain, RAG, vector databases, and effective prompting techniques. By the end, you’ll understand the complete AI workflow and be ready to build your own Generative AI applications.

📖 Below are the concepts covered in the video on 'Generative AI Full Course ':
00:00:00 - Introduction Generative AI Course
00:01:30 – What is MCP Server?
00:11:22 – Vibe Coding
00:21:56 – Recurrent Neural Networks (RNN)
00:31:45 – Problems in RNN
00:42:05 – What is LSTM?
00:46:38 – Putting It All Together
00:56:19 – RNN Model Hands-on
01:09:17 – Why Are Transformers Better Than LSTM?
01:09:56 – High-Level Overview
01:11:11 – Breaking the Black Box
01:12:28 – Expanding the Encoders and Decoders Block Further
01:13:52 – Self-Attention
01:16:52 – Self-Attention in Detail
01:25:51 – The Bigger Picture
01:34:24 – What is BERT?
01:37:10 – How BERT Works?
01:42:26 – BERT Uses Unsupervised Training Approach
01:48:17 – Hugging Face Small Example
01:53:22 – Transformer Hands-on
02:00:12 – BERT: Next Sentence Prediction (NSP)
02:02:33 – BERT Size and Architecture
02:13:56 – BERT Working
02:14:45 – Hands-on: Import Transformer
02:17:56 – Tokenizer Model Hands-on
02:39:55 – Binary Classification Using Logistic Regression
02:45:32 – Overview of Transformers
02:47:40 – Transformer Encoder and Decoder
02:50:36 – The Encoder Workflow
02:53:11 – Step 1: Input Embeddings
02:54:43 – Step 2: Positional Encoding
02:58:58 – Step 3: Stack of Encoder Layers
03:02:20 – Step 3.1: Multi-Headed Self-Attention Mechanism
03:08:56 – Step 3.2: Normalization and Residual Connection
03:13:11 – The Decoder Workflow
03:16:34 – Step 3.1: Masked Self-Attention Mechanism
03:17:40 – Step 3.2: Encoder-Decoder Multi-Head Attention (Cross-Attention)
03:18:47 – Output of the Decoder
03:32:13 – Transition to Transformer
03:58:53 – What is Hugging Face?
04:02:27 – Core of Hugging Face
04:07:05 – Models
04:09:24 – Datasets
04:11:15 – Spaces
04:12:32 – Open Source Libraries and Documentation
04:16:55 – Hugging Face Accounts and Tokens
04:40:33 – Hands-on: Hugging Face
05:21:16 – LLM Evolutionary Tree
05:38:51 – What is Generative AI?
05:50:14 – How to Use/Access Generative AI Models?
06:19:26 – OpenAI
06:32:22 – How to Access Models Like These
06:53:40 – LangChain Model
07:29:40 – What is the POTUS?
07:38:13 – Prompts
07:42:45 – Hands-on: LLM
08:48:31 – Retrieval Augmented Generation
08:56:38 – RAG Architecture
09:33:42 – Vector Database
09:58:26 – Prompting Techniques
11:28:47 – Core AI Workflow

#generativeaifullcourse #generativeaicourse #generativeaicoursefree #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

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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

Generative AI Full Course (2025) | Generative AI Course FREE | Intellipaat

Generative AI Full Course (2025) | Generative AI Course FREE | Intellipaat

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