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🔥Enroll for Intellipaat's Generative AI And Prompt Engineering Course: https://intellipaat.com/generative-ai-prompt-engineering-course/ #GenerativeAIFullCourse #GenerativeAICourse #GenerativeAITraining #HuggingFaceTutorial #LLMFullCourse #RAGGenerativeAI #ArtificialIntelligenceCourse #AICourse #GenerativeAIForBeginners #LLMFromScratch #Intellipaat Are you ready to dive into the world of Generative AI? This Generative AI full course by Intellipaat will take you through the fundamentals and advanced concepts of Generative AI, LLMs, and transformers. Whether you're a beginner or an AI enthusiast looking to master Generative AI training, this course is designed to help you build an LLM from scratch. You'll explore key concepts like Hugging Face tutorials, LangChain crash courses, RAG (Retrieval-Augmented Generation) in Generative AI, and the BERT model explained in-depth. This Generative AI complete course covers everything from Generative AI for beginners to advanced LLM training with practical, hands-on projects. If you've ever wanted to learn about AI model building, transformer architectures, or Hugging Face full course tutorials, this is the perfect resource. Throughout this course, you'll gain expertise in LLMs, generative AI tutorials with Python, and AI implementation strategies. 📖 Below are the concepts covered in the video on 'Generative AI Full Course 2025 (Learn to Build LLM From Scratch)': 00:00:00 - Introduction to Generative AI Full Course 00:03:49 - What is Generative AI? 00:10:06 - What is LSTM? 00:14:38 - Putting This All Together 00:24:19 - RNN Model Hands-on 00:37:17 - Why Are Transformers Better Than LSTM? 00:37:56 - High-Level Overview 00:39:11 - Breaking the Black Box 00:40:28 - Expanding the Encoders and Decoders Block Further 00:41:52 - Self-Attention 00:44:52 - Self-Attention in Detail 00:53:51 - The Bigger Picture 01:02:24 - What is BERT? 01:05:10 - How BERT Works? 01:10:26 - BERT Uses Unsupervised Training Approach 01:16:17 - Hugging Face Small Example 01:21:22 - Transformer Hands-on 01:28:12 - BERT Uses Next Sentence Prediction (NSP) 01:30:33 - BERT Size and Architecture 01:41:56 - BERT Working 01:42:45 - Hands-on: Import Transformer 01:45:56 - Tokenizer Model Hands-on 02:07:55 - Binary Classification Using Logistic Regression 02:13:32 - Overview of Transformers 02:15:40 - Transformer Encoder and Decoder 02:18:36 - The Encoder Workflow 02:21:11 - Step 1 - Input Embeddings 02:22:43 - Step 2 - Positional Encoding 02:26:58 - Step 3 - Stack of Encoder Layers 02:30:20 - Step 3.1 - Multi-Headed Self-Attention Mechanism 02:36:56 - Step 3.2 - Normalization and Residual Connection 02:41:11 - The Decoder Workflow 02:44:34 - Step 3.1 - Masked Self-Attention Mechanism 02:45:40 - Step 3.2 - Encoder-Decoder Multi-Head Attention (Cross-Attention) 02:46:47 - Output of the Decoder 03:00:13 - Transition to Transformer 03:26:53 - What is Hugging Face? 03:32:27 - Core of Hugging Face 03:35:05 - Models 03:37:24 - Datasets 03:39:15 - Spaces 03:40:32 - Open Source Libraries and Documentation 03:44:55 - Hugging Face Accounts and Tokens 04:08:33 - Hands-on - Hugging Face 04:49:16 - LLM Evolutionary Tree 05:06:51 - What is Generative AI? 05:18:14 - How to Use/Access Generative AI Models? 05:47:26 - OpenAI 06:00:22 - How to Access Models Like These 06:21:40 - LangChain Model 06:57:40 - What is the POTUS? 07:06:13 - Prompts 07:10:45 - Hands-on - LLM 08:16:31 - Retrieval Augmented Generation 08:24:38 - RAG Architecture 09:01:42 - Vector Database 09:28:11 - Prompting Techniques 10:58:32 - Core AI Workflow 📌 FAQs on Generative AI Full Course Q1: What is Generative AI and why should I learn it? Generative AI is a cutting-edge technology that enables machines to generate human-like text, images, and even code. Learning it through a Generative AI course will give you the skills to work with LLMs, transformers, and AI-powered applications. Q2: Can I learn Generative AI without coding experience? Absolutely! This Generative AI full course for beginners starts from the basics and gradually builds up to advanced concepts like BERT model explained, Hugging Face full course, and RAG Generative AI techniques. ➡️ About the Course This Generative AI and Prompt Engineering course helps you master AI language, design effective prompts, mitigate biases, and enhance AI interactions. By the end, you'll craft better prompts for more accurate Gen AI results. 📌 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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