Udemy – LLM – Master Documents Splitting and Chunking 2024-6

LLM – Master Documents Splitting and Chunking. Designed for data scientists, developers, and AI enthusiasts, this course focuses on teaching advanced techniques for splitting and preparing text documents to improve the performance of natural language processing models. In this course, participants will be introduced to various methods such as character-based splitting, semantic chunking, and managing specialized documents such as code and PDF files. Tools such as LangChain and Hugging Face are taught for optimizing data, creating embeddings, and performing similarity searches. This course provides the skills needed to process a variety of documents, including Markdown files, Python code, and JavaScript, in a step-by-step manner, combining theoretical and practical topics. Advanced techniques such as recursive splitting, extracting text from PDFs, and processing it with OpenAI and FAISS are also covered. Through hands-on exercises, participants will gain the ability to tailor text segmentation strategies to specific needs and improve the accuracy of NLP models. This course expands career opportunities in the field of natural language processing and artificial intelligence by providing practical knowledge and experience working with modern tools.

What you will learn

• Mastery of text splitting and chunking techniques.
• Mastery of OpenAI and LangChain text segmentation tools.
• Text fragmentation using Open Source LLMs.
• Implement coding exercises to build and optimize vector indexing systems for real-world applications.

This course is suitable for people who:

• Anyone who wants to understand how to prepare data for LLM.
• Anyone who wants to master the techniques of how to best prepare data for LLMs.
• Anyone who wants to learn how to use OpenAI and open source LLMs to segment and slice text.

LLM Course Details – Master Documents Splitting and Chunking

• Publisher:  Udemy
• Instructor:  Adnan Waheed
• Training level: Beginner to advanced
• Training duration: 1 hour and 12 minutes
• Number of lessons: 13

Course headings

LLM Course Prerequisites – Master Documents Splitting and Chunking

• Basic Python programming knowledge
• Desire to learn and excel more
• Anyone who wants to explore the world of AI and Vector Database

Course images

Sample course video

Download link

Download file – 549 MB

File(s) password: www.downloadly.ir

File size

549 MB