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Building a Large Language Model from Scratch
By
DP
ZARIF
4
Categories
🌐 Artificial Intelligence
📊 Machine Learning
📚 Natural Language Processing
Levels
🌱 Beginner - 🚀 Advance
languages
🇬🇧 English
🇫🇷 French
🇪🇸 Spanish
Course Topics (21)
Introduction to LLMs
Mathematical Foundations of LLMs
Deep Learning Basics
Natural Language Processing Fundamentals
Transformer Architecture
Self-Attention Mechanism
Tokenization and Embeddings
Positional Encoding
Training Objectives and Optimizers
Regularization Techniques
LLM Training from Scratch
Fine-Tuning Pre-Trained LLMs
LLM Evaluation Metrics
LLM Applications and Use Cases
LLM Ethics and Bias
Advanced LLM Topics
LLM Deployment and Maintenance
Future of LLMs
LLM Research and Development
LLM Community and Resources
Building a Career in LLMs