Contents
d2l.ai-exercises
Probability - d2l.ai Exercises - Part 6 • May 23, 2021
Automatic differentiation - d2l.ai Exercises - Part 5 • May 16, 2021
Calculus - d2l.ai Exercises - Part 4 • Apr 25, 2021
Linear Algebra - d2l.ai Exercises - Part 3 • Feb 9, 2021
Data Preprocessing - d2l.ai Exercises - Part 2 • Feb 7, 2021
Data Manipulation - d2l.ai Exercises - Part 1 • Feb 4, 2021
data-cleaning
Wiki data extraction • Apr 14, 2020
deep-learning
Probability - d2l.ai Exercises - Part 6 • May 23, 2021
Automatic differentiation - d2l.ai Exercises - Part 5 • May 16, 2021
Text mining with chemical text from chemdNER • Apr 26, 2021
Calculus - d2l.ai Exercises - Part 4 • Apr 25, 2021
Linear Algebra - d2l.ai Exercises - Part 3 • Feb 9, 2021
Data Preprocessing - d2l.ai Exercises - Part 2 • Feb 7, 2021
Data Manipulation - d2l.ai Exercises - Part 1 • Feb 4, 2021
eda
Mother's day Sentiment analysis - with spaCy • May 30, 2020
Mother's day Sentiment analysis • May 24, 2020
fastai
Building a Pokemon Classifier • Jun 1, 2019
image-classification
Building a Pokemon Classifier • Jun 1, 2019
Implementation
Explaining prediction models and individual predictions • May 29, 2021
Gradient Descent for Linear Regression • Aug 31, 2020
language-model
Building தமிழ் language model • Apr 20, 2020
Testing out தமிழ் language tokenizer • Apr 19, 2020
Wiki data extraction • Apr 14, 2020
Building தமிழ் language tokenizer • Apr 14, 2020
Linear Regression
Gradient Descent for Linear Regression • Aug 31, 2020
Machine Learning
Recommending a product price for a seller • Apr 10, 2021
Gradient Descent for Linear Regression • Aug 31, 2020
nlp
Text mining with chemical text from chemdNER • Apr 26, 2021
Mother's day Sentiment analysis - with spaCy • May 30, 2020
Mother's day Sentiment analysis • May 24, 2020
Building தமிழ் language model • Apr 20, 2020
Testing out தமிழ் language tokenizer • Apr 19, 2020
Building தமிழ் language tokenizer • Apr 14, 2020
pokemon-classifer
Building a Pokemon Classifier • Jun 1, 2019
scikit-learn
Recommending a product price for a seller • Apr 10, 2021
sentiment
Mother's day Sentiment analysis - with spaCy • May 30, 2020
Mother's day Sentiment analysis • May 24, 2020
spacy
Text mining with chemical text from chemdNER • Apr 26, 2021
tabular
Recommending a product price for a seller • Apr 10, 2021
Tabular data modeling - with Tensorflow • Jun 24, 2020
take-home
Explaining prediction models and individual predictions • May 29, 2021
Text mining with chemical text from chemdNER • Apr 26, 2021
Recommending a product price for a seller • Apr 10, 2021
tensorflow
Probability - d2l.ai Exercises - Part 6 • May 23, 2021
Automatic differentiation - d2l.ai Exercises - Part 5 • May 16, 2021
Calculus - d2l.ai Exercises - Part 4 • Apr 25, 2021
Linear Algebra - d2l.ai Exercises - Part 3 • Feb 9, 2021
Data Preprocessing - d2l.ai Exercises - Part 2 • Feb 7, 2021
Data Manipulation - d2l.ai Exercises - Part 1 • Feb 4, 2021
Tabular data modeling - with Tensorflow • Jun 24, 2020
தமிழ்
Building தமிழ் language model • Apr 20, 2020
Testing out தமிழ் language tokenizer • Apr 19, 2020
Building தமிழ் language tokenizer • Apr 14, 2020