derangedsaturnian·Jan 12FASTAI Practical Deep LearningFastAI’s lesson is supposed to start with “build a model in 5 minutes” but mine began by breaking in the very first cell
Biresh Kumar Singh·Nov 3, 2025Machine Learning Chapter 2 — Train Before You Clean (Yes, Really)Most tutorials say: “Clean your data first, then train your model.” But in practical deep learning, we often do the opposite:
Biresh Kumar Singh·Oct 31, 2025Machine Learning — Chapter 1: Understanding the FoundationsWhen we talk about Machine Learning, we aren’t writing programs the traditional way. Instead of telling the computer exactly how to solve…
InMr. Plan ₿ PublicationbyVan Khanh Do·Sep 24, 2025Deep learning for coders with fastai and PyTorch — Build your AI applications without a PhDPeriod! This book is to help you to roll out your deep learning models with impressive performance in the real world — fast and with ease.
InLost in LayersbyArvind Kumar·Sep 19, 2025Fast.ai Chapter 3: MNIST Digit classifier, SGD, Optimiser and Sigmoid FunctionWelcome to the chapter 3 of the fast.ai course. In the previous chapter, we created an image classifier and hosted it on the HuggingFace…
Mehkaan Khan·Sep 13, 2025Toxic Comment Classifier: Fast.ai Lesson 4Getting done with Lesson-3 of Jeremy saying “Chapter four of the book is the chapter where we lose the most people. Because to be honest…
InLost in LayersbyArvind Kumar·Sep 6, 2025Fast.ai Chapter 2: Augmentation, Interpretation, and exposing your models through APIsWelcome to chapter 2 of fast.ai lecture series. In the first chapter, We created an image classifier using the fast ai library and in this…
InLost in LayersbyArvind Kumar·Sep 4, 2025Fast.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?). I’m a Computer Science Engineer with more than…
Abhishek Sawkar·Aug 23, 2025Building a Ship Classifier System — A Learning JourneyWith 13.5 years in the Navy, I was always surrounded by a plethora of sensors. What fascinated me most was how these sensors interacted…
Muhammad Adam·Jul 28, 2025Clean Your Data After Training? Why Fast.ai Flips the ScriptLet’s be honest: we’ve all been taught the same mantra in machine learning:
