Building a Large Language Model from Scratch
By
DPZARIF
8
🌐 Artificial Intelligence
📊 Machine Learning
📚 Natural Language Processing
🌱 Beginner - 🚀 Advance
🇬🇧 English
🇫🇷 French
🇪🇸 Spanish
Course Topics (21)
Introduction to LLMs
0m
Mathematical Foundations of LLMs
0m
Deep Learning Basics
0m
Natural Language Processing Fundamentals
0m
Transformer Architecture
0m
Self-Attention Mechanism
0m
Tokenization and Embeddings
0m
Positional Encoding
0m
Training Objectives and Optimizers
0m
Regularization Techniques
0m
LLM Training from Scratch
0m
Fine-Tuning Pre-Trained LLMs
0m
LLM Evaluation Metrics
0m
LLM Applications and Use Cases
0m
LLM Ethics and Bias
0m
Advanced LLM Topics
0m
LLM Deployment and Maintenance
0m
Future of LLMs
0m
LLM Research and Development
0m
LLM Community and Resources
0m
Building a Career in LLMs
0m