Large Language Models (LLMs) - Level 1

• 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.