This course offers a theoretical introduction to Large Language Models, focusing on how they are built, trained, and used in real-world applications.
You’ll learn the basics of language modeling, the role of transformer architecture, and key techniques like pre-training, fine-tuning, and transfer learning.
Led by Andreea Turcu, this course also includes hands-on work with LLM DataStudio and covers how to evaluate and improve model performance.
What you'll learn
- Foundations of Language Models
Understand what language models are, how they work, and their role in natural language processing.
- Neural Networks, Deep Learning, and Transformer Architecture
Learn the core concepts behind modern LLMs, including how transformers power these models.
- Pre-training, Fine-tuning, and Performance Evaluation
Gain practical skills in training, adapting, and benchmarking large language models.
- Real-World Applications and Use Cases
Explore how LLMs are used across industries, from text generation to advanced NLP solutions.
Course Playlist on YouTube
LLM Learning Path - Craft Your Language Model Success with H2O.ai!
🚀 Unveiling the Ultimate LLM Learning Path – Your Gateway to Language Models Mastery! 🎓
Mastering Language Models : LLMs Level 1 Course | Teaser
#ailearning #tutorial
LLMs Level 1 Course Teaser - Foundations of Large Language Models
Explore the transformative potential of Large Language Models in this foundational course. Learn about the evolution of language models, neural net...
Demystifying Language Models: A Beginner's Guide
Welcome to Part 1 of our Language Models Fundamentals Course with H2O.ai!
Unlocking Language Models: From Basics to Advanced LLMs
Welcome to Part 2 of our Language Models Fundamentals Course with H2O.ai!
Transformers: The Heart of Large Language Models
Welcome back to our journey with h2o.ai, where we continue our exploration of Large Language Models (LLMs) in our H2O University and Certification ...
Fine-Tuning Transformers for Specific Tasks
Welcome to Part 2 of our second chapter in the LLM Learning Path Series!
Unlocking the Power of LLM Architecture: Transfer Learning and Adaptation
🚀 Unlock the power of transfer learning and adaptation in machine learning with our comprehensive course! 🤖
