The Nlp & Llm Crash Course - Build Your Ai Chatbot Quickly

Nội dung bài học

• Understand how NLP & LLMs and their architecture work

• Implement Sentiment Analysis models

• Implement Named Entity Recognition (NER) models

• Implement Question-Answering models

• Learn how to provision your own space with a GPU

• Learn how to create a chatbot interface

• Learn how to create your own AI chatbot from scratch in just 2 hours

• Learn how to use Open Source models like Llama 3.1, BERT, and others

Yêu cầu

• Basic Knowlegde of Python

Mô tả

Master NLP and Large Language Models (LLM): Build and deploy your ChatGPT-like chatbot with Python in record time.

Would you like to dive into artificial intelligence and create your own chatbot in just 2 hours? This is possible with our intensive course on NLP & LLM and Generative AI. We will teach you from scratch what a Large Language Model (LLM) is and how to leverage its power to develop innovative applications.

What You'll Learn:

• Natural Language Processing (NLP) & Large Language Models (LLMs): Understand the architecture and inner workings of LLMs like GPT.

• Transformers Library: Harness pipelines for sentiment analysis and entity recognition—key skills in natural language processing.

• AutoClass Models: Get hands-on with AutoModel and AutoTokenizer to build question-answering systems.

• Advanced Environments: Set up GPU configurations and create authentication tokens to work with sophisticated AI models.

• Build a User Interface for the Chatbot: Create an intuitive chat-style interface to test your chatbot.

• Open Source Models: Learn how to choose the right model based on the specific task at hand.

• Chatbot Development: Build the chat logic, design an engaging user interface, and deploy your very own LLM-powered chatbot.

What You Need:
All you need is a basic knowledge of Python and a computer to start building your own chatbot.

Đối tượng của khóa học này:

• Everyone with basic knowledge of Python