ntree.ai
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Introduction
ML fundamentals
ML Model
Evaluation
Logistic regression
Training
Neural Networks
LLMs
Next word prediction
Embeddings
Transformers
Implementation
Overview
Helpers
Modules
Architecture
Full code
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ntree.ai

Studies

Spiral 50

Algorithms and data structures

Learn algorithms and data structures for coding interviews efficiently, with the 50 most common problems.

4 chapters | 17 lessons | 50 problems

How LLMs Work

Machine learning

A concise and complete study on how large language models work. We will build a small LLM from scratch, explaining the theory first and then implementing it in code.

3 chapters | 13 lessons