Generative AI Mastery Full Course - Part 1 скачать в хорошем качестве

Generative AI Mastery Full Course - Part 1

Discover the limitless possibilities of Generative AI with our in-depth course, "Generative AI Mastery" This expertly designed program takes you on a journey from foundational principles to advanced techniques, offering a hands-on experience that equips you with the skills needed to excel in the world of Generative AI. Starting with the basics, the course introduces core concepts, ensuring that even those with limited AI knowledge can quickly grasp the fundamentals. As you progress, you’ll delve into more complex topics, focusing on how to build, deploy, and optimize cutting-edge AI models. Using industry-leading tools such as Langchain, LlamaIndex,Chainlit,OpenAI, Vector Databases, LLMs, and Huggingface, you'll learn to create robust AI solutions that can be applied to real-world scenarios. 📌Generative AI Mastery Full Course Part 2:    • Generative AI Mastery Full Course   📌Course Resources: https://github.com/entbappy/Generativ... Contents of this video 00:00:00 - Course Introduction 00:03:53 - Introduction of the Instructor 00:05:09 - Introduction to Generative AI 00:23:08 - End to end Generative AI Pipeline 00:59:10 - Data Preprocessing & cleaning 01:24:29 - Data representation & vectorization for the model training 02:28:14 - Text Classification Practical 02:41:22 - Introduction to Large Language Models & its architecture 03:02:45 - In depth intuition of Transformer-Attention all your need Paper 03:32:36 - How ChatGPT is trained 03:43:01 - Introduction of Hugging Face 03:55:19 - Hands-On Hugging Face - Transformers, HF Pipeline, Datasets, LLMs 04:09:37 - Data processing,Tokenizing and Feature Extraction with hugging face 04:16:51 - Fine-tuning using a pretrain models 04:29:36 - Hugging face API key generation 04:30:57 - Project: Text summarization with hugging face 04:54:13 - Project: Text to Image generation with LLM with hugging face 05:09:02 - Project: Text to speech generation with LLM with hugging face 05:11:31 - Introduction to OpenAI 05:20:29 - How to generate OpenAI API key? 05:24:03 - Local Environment Setup 05:26:30 - Hands on OpenAI - ChatCompletion API and Completion API 05:54:01 - Function Calling in OpenAI 06:08:28 - Project: Telegram bot using OpenAI 06:43:35 - Project: Finetuning of GPT-3 model for text classification 06:54:08 - Project: Audio Transcript Translation with Whishper 07:12:11 - Project: Image genration with DALL-E 07:17:39 - Mastering Prompt Engineering 07:42:06 - The Complete Introduction to Vector Databases 08:10:22 - Mastering Vector Databases with ChromaDB 08:54:02 - Mastering Vector Databases with Pinecone 09:18:56 - Mastering Vector Databases with Weaviate 09:34:42 - Introduction & Installation and setup of langchain 09:50:49 - Prompt Templates in Langchain 09:54:50 - Chains in Langchain 10:04:18 - Langchain Agents and Tools 10:09:46 - Memory in Langchain 10:16:58 - Documents Loader in Langchain 10:20:42 - Multi-Dataframe Agents in Langchain 10:25:07 - How to use Hugging face Open Source LLM with Langchain Check out my other playlists: ► MLOps Production Ready Machine Learning Project:    • MLOps Production Ready Machine Learni...   ► End To End Data Science Projects Implementation:    • End To End Data Science Projects Impl...   ► MLflow For Data Science | MLOps:    • MLflow For Data Science | MLOps   ► The Complete Self Driving Car Course:    • The Complete Self Driving Car Course ...   ► Object Detection Using YOLO v6:    • YOLO v6 | Object Detection   ► Object Detection Using YOLO v7:    • YOLO v7 | Object Detection   ► Sign Language Detection Using YOLO v5:    • Sign Language Detection Using YOLO v5...   ►ONNX (Open Neural Network Exchange):    • ONNX (Open Neural Network Exchange)   😀Please donate if you want to support the channel through Buy me a coffee: https://www.buymeacoffee.com/dswithbappy Thanks! #dswithbappy Connect with me here: Twitter:   / bappy913873   Facebook:   / dswithbappy   instagram:   / entbappy   linkedin :   / boktiarahmed73   Github: https://github.com/entbappy 🙏🙏🙏🙏🙏🙏🙏🙏 YOU JUST NEED TO DO 3 THINGS to support my channel LIKE SHARE & SUBSCRIBE TO MY YOUTUBE CHANNEL