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Fast.ai Lesson 4: Natural Language Processing (NLP) Fundamentals: The Engine Behind LLMs
Tokenization, Numericalization, and Training Your First Classifier Model with Fastai and Hugging Face
Sep 27 • 
Arvind Kumar
Fast.ai Chapter 3: MNIST Digit classifier, SGD, Optimiser and Sigmoid Function
Welcome to the chapter 3 of the fast.ai course.
Sep 19 • 
Arvind Kumar
Fast.ai Chapter 2: Augmentation, Interpretation, and exposing your models through APIs
Welcome to chapter 2 of fast.ai lecture series.
Sep 6 • 
Arvind Kumar
1

August 2025

Fast.ai Lesson 1: Summary, notes and how I trained my first AI model in 10 minutes.
After ignoring the AI hype for last couple of years , I finally took the plunge to start learning it.
Aug 30 • 
Arvind Kumar
1
1
Fast.ai Chapter 0: Unofficial - Why Most People Quit Fast.ai at Chapter 4 (and How You Won’t)
First, a little bit about me so you know where I’m coming from (context matters, right?).
Aug 30 • 
Arvind Kumar
1
1
© 2025 Arvind Kumar
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