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Robust Speech Recognition via Large-Scale Weak Supervision
Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends
A Vector Database Tutorial (over CMU-DB's BusTub system)
Recreating PyTorch from scratch (C/C++, CUDA, NCCL and Python, with multi-GPU support and automatic differentiation!)
Master programming by recreating your favorite technologies from scratch.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Learn C Programming, Second Edition, published by Packt
Build yourself a private self-hosted full-stack personal cloud system.
This repository accompanies Hands On Entity Resolution by O'Reilly
A comprehensive roadmap for aspiring Embedded Systems Engineers, featuring a curated list of learning resources.
Educative.io Course Downloader developed using Python and Selenium. Refer Readme.md for setup instructions.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.
An open roadmap for Boot.dev's backend development curriculum
A minimal Tensor Processing Unit (TPU) inspired by Google's TPUv1.
🎓 Path to a free self-taught education in Computer Science!
Intro to leetcodes. Basic techniques, quicksort and hash structures implementation, space and time complexities.
Curated list of project-based tutorials