Posts

• [Python Review] Part I: The Basics

  Stepping up Python skills

  Jun 29, 2020

• [From NAND to TETRIS] Computer Architecture 101 Part I: Logic Gates, ALU and Memory

  CS foundamentals for non-CS majors

  Jun 29, 2020

• [Python Essentials] Digging into Package and Environment Management to Find the Best Approach

  Stepping up Python skills

  Jun 17, 2020

• [Python Essentials] Mental Models of Expert Level Features

  Stepping up Python skills

  Jun 15, 2020

• FastAI Lesson 12: Advanced training techniques; ULMFiT from scratch

  fast.ai note series

  Jun 4, 2020

• FastAI Lesson 11: Data Block API, and generic optimizer

  fast.ai note series

  Jun 2, 2020

• FastAI Lesson 10: Looking Inside the Model

  fast.ai note series

  May 28, 2020

• FastAI Lesson 9: How to Train Your Model

  fast.ai note series

  May 25, 2020

• FastAI Lesson 8: Backprop from the Foundations

  fast.ai note series

  May 22, 2020

• FastAI Lesson 7: Resnets from scratch; U-net; Generative adversarial networks; RNNs

  fast.ai note series

  Apr 30, 2020

• FastAI Lesson 6: Regression on Tabular Time Series; Regularization; Convolution; Data Ethics

  fast.ai note series

  Apr 22, 2020

• FastAI Lesson 5: Collaborative Filtering cont.; Backpropagation; Accelerated SGD; NN from Scratch

  fast.ai note series

  Apr 19, 2020

• FastAI Lesson 4: NLP; Tabular Data; Collaborative Filtering and Embeddings

  fast.ai note series

  Apr 13, 2020

• FastAI Lesson 3: Data blocks; Multi-label classification; Segmentation

  fast.ai note series

  Apr 11, 2020

• FastAI Lesson 2: Data Cleaning and Production. SGD from Scratch

  fast.ai note series

  Apr 8, 2020