Generative AI for Developers – Comprehensive Course

From the creator

In this comprehensive Generative AI course from @dswithbappy, you'll dive deep into the world of generative AI, exploring key concepts such as large language models, data preprocessing, and advanced techniques like fine-tuning and RAG. Through hands-on projects with tools like Hugging Face, OpenAI, and LangChain, you’ll build real-world applications from text summarization to custom chatbots. By the end, you'll have mastered AI pipelines, vector databases, and deployment techniques using platforms like Google Cloud Vertex AI and AWS Bedrock. 💻 Code and resources: https://github.com/entbappy/Generative-AI-Mastery-Resources Boktiar's other channel and LinkedIn: https://www.youtube.com/@CodeCommander-d6t https://www.linkedin.com/in/boktiarahmed73/ More courses: https://euron.one/ ❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba) ⭐️ Contents ⭐️ 0:00:00 Course Introduction 0:04:36 Introduction of the Instructor 0:05:52 Introduction to Generative AI 0:23:51 End to end Generative AI Pipeline 0:59:53 Data Preprocessing & cleaning 1:25:12 Data representation & vectorization for the model training 2:28:57 Text Classification Practical 2:42:05 Introduction to Large Language Models & its architecture 3:03:28 In depth intuition of Transformer-Attention all your need Paper 3:33:19 How ChatGPT is trained 3:43:44 Introduction of Hugging Face 3:56:02 Hands-On Hugging Face - Transformers

Published 2024-10-31 · Watch on YouTube ↗
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