LLM Mastery: Hands-on Code, Align and Master LLMs

Code LLMs and alignment from scratch with Python and PyTorch. And explore generative AI and deep learning using Origami
4.60 (283 reviews)
Udemy
platform
English
language
Data Science
category
instructor
LLM Mastery: Hands-on Code, Align and Master LLMs
3,955
students
16.5 hours
content
Oct 2024
last update
$19.99
regular price

What you will learn

Code and train an LLM from scratch, line by line, understanding every concept in detail

Understand and analyze in depth an advanced LLM architecture based on the Llama system

Code and train an alignment process from scratch, to align an LLM with a preferred form of interaction

Understand in great depth key concepts like the Attention Mechanisms, the Cross Entropy Loss, the way neural networks learn and many more

Explore in depth insights about deep learning and neural networks through the use of Origami

Visual understanding: Dive deep into the core of an LLM and visually explore how its attention matrices evolve throughout the training process.

In addition to the coding, every section includes in-depth explanations of key concepts related to these architectures and generative AI

Screenshots

LLM Mastery: Hands-on Code, Align and Master LLMs - Screenshot_01LLM Mastery: Hands-on Code, Align and Master LLMs - Screenshot_02LLM Mastery: Hands-on Code, Align and Master LLMs - Screenshot_03LLM Mastery: Hands-on Code, Align and Master LLMs - Screenshot_04
6038474
udemy ID
6/23/2024
course created date
8/7/2024
course indexed date
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