Udemy – Large Language Models – Level 2 2024-7

Apr 18, 2025 - 08:51

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Large Language Models Course – Level 2 In this course, you will discover the critical role of clean data and effective data preparation techniques that are essential to quality NLP models. Using LLM DataStudio, you’ll familiarize yourself with supported workflows, customize user interfaces, and implement quality control measures. You’ll learn how to launch projects and use collaboration features to increase team efficiency.

Learn how to create a complete Question and Answer (QnA) dataset and confidently ensure accuracy through validation and quality assurance processes. Complete fine-tuning of models with H2O LLM Studio, where you’ll tune models for specific tasks. Explore workflows, use data augmentation strategies, and select the best architectures from pre-trained models. Explore advanced techniques like quantization and LoRA to compress models and optimize your NLP applications for real-world deployments.

What you will learn in this course:

Mastering data quality for NLP models
Become an LLM DataStudio expert
Constructing Question and Answer (QnA) datasets
Fine tuning LLM for specialized tasks

This course is suitable for people who:

NLP enthusiasts
Data specialists
Machine learning beginners
Business professionals

Specifications of Large Language Models – Level 2 course

Publisher: Udemy
Lecturer: H2O.ai University
Training level: beginner to advanced
Training duration: 3 hours and 9 minutes
Number of courses: 13

Course headings

Prerequisites of Large Language Models – Level 2 course

Basic data science concepts.
No programming experience is needed. You will learn everything you need to know.

Course images

Sample video of the course

Installation guide

After Extract, view with your favorite Player.

Subtitle: English

Quality: 720p

download link

Download part 1 – 1 GB

Download part 2 – 1 GB

Download part 3 – 492 MB

File(s) password: www.downloadly.ir

File size

2.4 GB

Udemy – Large Language Models – Level 2 2024-7