AI 全方位實戰訓練營:用 PyTorch 與 GPT 打造專屬 ChatBot 與生成式模型

AI 全方位實戰訓練營:用 PyTorch 與 GPT 打造專屬 ChatBot 與生成式模型

本課程帶你從零學會神經網路原理、CNN 架構、誤差反向傳播、權重初始化與損失函數應用,進一步實作數字影像分類與基於 Transformer 的聊天機器人。你將使用 OpenAI GPT-2 並進行微調,打造像 ChatGPT 的問答系統,是 AI 工程師與開發者必修的完整技術路線課程。

此教程為高質量英文原版視頻教學資源,英文不好的可以使用翻譯插件學習。

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教程名稱:Complete Artificial Intelligence Bootcamp| ChatBot | ChatGPT

下載連結:https://www.nidown.com/chatgpt-423108.html

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點擊查看詳情:https://www.kkmac.com/go/chatgpt

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英文原版介紹

Published 7/2024
Created by Gaurav K. Verma
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 100 Lectures ( 4h 56m ) | Size: 5.13 GB

Master AI and PyTorch with hands-on projects. Build your own ChatBot using Transformers and Finetune your own ChatGPT!!

What you’ll learn:

Understand How Neural Networks Work (Theory and Applications)
Understand How Convolutional Networks Work (Theory and Applications)
Understand how the Backpropagation algorithm works
Understand Weight Initialization and Regularization Techniques
Understand Loss Functions in Neural Networks
Visualize the Learning Process of Neural Networks
Build handwritten digit recognition AI with feedforward network
Build handwritten digit image classification using CNN AI
Build a Chatbot with Attention
Build a Chatbot using Transformers Architecture
Use OpenAI’s open source GPT2
Finetune your own GPT2 for Q&A just like ChatGPT

Requirements:

Basic understanding of Python Programming

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