Large Language Models (LLMs) - Level 1
What you'll learn
- What is a Language Model?
Definition and role in natural language understanding
Evolution of Language Models
- Techniques Commonly Used
- Importance and Applications
Real-world applications across industries
- Foundation Models
- Neural Networks and Deep Learning
Basics of deep learning and neural networks
- Transformer Architecture
Core concepts and impact
- Transformer vs. LLM Architecture
Key differences and innovations
- Pre-training of LLMs
Methodology and objectives
- Fine-tuning of LLMs
Transfer learning
- Transfer Learning and Adaptation
Principles and domain-specific adaptation
- LLM Certification Level 1:
A certification in foundational language model knowledge, demonstrating your proficiency in understanding and applying language models, which is valuable for roles in natural language processing, machine learning, and data science.
Course access
