Ementorhub

Large Language Models Specialization

Master Advanced LLM Techniques With H2O.ai Tools. Learn to develop, fine-tune, and optimize large language models using H2O.ai's comprehensive GenAI ecosystem while mastering essential NLP techniques.

Instructor: Andreea Turcu

What you'll learn

Foundations and evolution of large language models, including transformer architecture and pre-training.

Data preparation and fine-tuning techniques using LLM DataStudio.

Advanced NLP workflows, including model evaluation and customization with H2O.ai tools like h2oGPT.

Skills you'll gain

Natural Language Processing

Data Transformation

Data Processing

Prompt Engineering

Large Language Modeling

Data Cleansing

Generative AI

Data Validation

Specialization - 3 course series

Throughout this specialization, you will work on practical projects involving custom GPT model creation, dataset preparation, and model evaluation using H2O.ai tools (such as LLM DataStudio and h2oGPT) , culminating in the development of production-ready LLM applications.

H2O ai Large Language Models (LLMs) - Level 2

H2O ai Large Language Models (LLMs) - Level 3