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120-ds-interview-questions

My Answer to 120 Data Science Interview Questions

alexa-skills

this repo stores all the toy alexa skills I've built

applied-ml

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

blockchain-programming

Links to online resources about cryptocurrency and decentralized application development

book-notes

Notes from books and other interesting things that I've read.

computational-graph-nn

toy Neural Network implementation using computational graph

covid-19-volunteering-app

A simple Dash app to connect volunteers with people in need

cs231n.github.io

Public facing notes page

csrankings

A web app for ranking computer science departments according to their research output in selective venues.

d-one-mlops

Repository with sample code and instructions for creating a complete MLOps training pipeline.

datasciencecoursera

This is a course repo for data scientist's toolbox

datasharing

The Leek group guide to data sharing

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deepracer

AWS DeepRacer Experimentation

dist2stop

create a stopping distance prediction model from the cars data

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

getting-and-cleaning-data-project

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

keras-preprocessing

Utilities for working with image data, text data, and sequence data.

leetcode_python_accepted

machine-learning-book

《机器学习宝典》包含：谷歌机器学习速成课程（招式）+机器学习术语表（口诀）+机器学习规则（心得）+机器学习中的常识性问题 （内功）。该资源适用于机器学习、深度学习研究人员和爱好者参考！

machine-learning-systems-design

A booklet on machine learning systems design with exercises

mathematicsbiostatisticsbootcamp2

The github repository for mathematical biostatistics bootcamp 2

ml-glossary

Machine learning glossary

mooc-projects

List of projects completed in various MOOC courses.

nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

osx-guide

Getting Started with OS X

pandas_exercises

Practice your pandas skills!

physcoder.github.io

practicalmachinelearningproject