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object-oriented-design

Object-Oriented system design.

oop

Object Oriented Programming With C++

oops

The only guidebook to object oriented programming in C++ you will ever need.

practical-nlp

Official Repository for 'Practical Natural Language Processing' by O'Reilly Media

practical-sql

Code and Data for the book "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

programming-in-cpp

Object oriented programming concepts implementation in C++

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

rabbitmq-in-depth

Examples and materials for RabbitMQ in Depth

recommends

A collection of resources and reading material that we recommend

reports

Final reports for CS 329S Winter 2021

sandbox-git

Practise Git here.

slp2-pdf

Speech and Language Processing, 2nd Edition in PDF format

spark

Apache Spark - A unified analytics engine for large-scale data processing

supplements-computernetworking-atopdownapproach-7th-ed

supplements material of Computer Networking: A Top-Down Approach, 7th ed. (By J.F. Kurose and K.W. Ross)

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

system-design-questions

Problem statements on System Design and Software Architecture as part of Arpit's System Design Masterclass

tensorflow-1-public

tensorflow-2-public

tensorflow-3-public

Public facing repo for TensorFlow Advanced Techniques specialization

the-elements-of-statistical-learning

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

www.mlcompendium.com

The Machine Learning & Deep Learning Compendium is an open-source knowledge-sharing project compiled using Gitbook.