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100-nlp-papers

100 Must-Read NLP Papers

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

data

Data and code behind the articles and graphics at FiveThirtyEight

data-structures-and-algorithms-implementation-in-python

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

deep-learning-specialization-coursera

kaggle-competitions

leetcode

🎓Leetcode solutions in Python 📚

leetcode-1

Python & JAVA Solutions for Leetcode

mysite-lite

natural-language-processing

next.js-ui

Beautifully designed components built with Radix UI and Tailwind CSS.

numpy-100

100 numpy exercises (with solutions)

priyal-website

top-skills-for-tech-jobs

uiuc-stat425-applied-regression-and-design

uiuc-stat430-unsupervised-learning

uiuc-stat432-basics-of-statistical-learning

uiuc-stat542-statistical-learning