本课程教你从零构建现代AI聊天机器人，涵盖预训练、微调及提示工程。通过实践学习OpenAI API调用、Transformers架构与Huggingface模型，无需深厚编程基础，适合AI入门与进阶。
原始标题：Build Your Own Chat Bot From Scratch
Published 8/2024
Duration: 3h11m | Video: .MP4, 1920×1080 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 3.08 GB
Genre: eLearning | Language: English
Pretraining, Finetining, Prompt Engineering Everything about Modern AI
What you’ll learn
Prompt Engineering
Finetuning a Large Language Model
Pretraining Large Language Model
Hands on Openai Api calling
Familiar with huggingface models
Transformers Architecture
State of GPT model
Requirements
High interest to learn AI
Very Basic of python
Description
Are you eager to dive into the world of modern AI and create your very own chatbot from the ground up? This comprehensive course is designed to take you on a journey through the essential concepts and cutting-edge techniques needed to build sophisticated AI models, fine-tune them, and implement advanced prompt engineering.
Starting with the basics, you’ll learn about pretraining and how to fine-tune models to make them more efficient for specific tasks. The course will guide you through the intricacies of tokenization, attention networks, and large language models (LLMs), providing a solid foundation in natural language processing (NLP). You’ll also explore how to implement AI models using tools like Tensor Processing Units (TPUs) for faster processing and delve into practical examples using popular frameworks like Transformers and Langchain.
By the end of this course, you’ll not only understand how to build and optimize chatbots but also gain hands-on experience with API calling, working with Gradio for interface design, and using LoRA for efficient model training. Whether you’re a beginner or looking to expand your AI skills, this course will equip you with the knowledge and tools needed to create state-of-the-art chatbots.
Enroll now to start your AI journey and build chatbots that can interact, engage, and learn just like a human!
Who this course is for
Everyone curious about AI
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