YiyangGao

120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

996.ICU

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

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assignment1

Statistical assignment 1: Data Analysis

awesome-R

A curated list of awesome R packages, frameworks and software.

bbplot

R package that helps create and export ggplot2 charts in the style used by the BBC News data team

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

cheatsheets

RStudio Cheat Sheets

code-demos

Materials associated with the Coding Demonstrations training series

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

datan3_2019

Data analysis in social science 3, University of Exeter, 2019

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dna

Discourse Network Analyzer (DNA)

doctest

The fastest feature-rich C++11/14/17/20 single-header testing framework for unit tests and TDD

dplyr

dplyr: A grammar of data manipulation

ggplot2

An implementation of the Grammar of Graphics in R

learn_python3_spider

python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，爬虫项目实战实例等

mltext-tutorial-2019

Introduction to Machine Learning workshop, Exeter, 2019

Network-Canvas

Simplifying complex network data collection.

nocode

The best way to write secure and reliable applications. Write nothing; deploy nowhere.

phd_thesis_markdown

Template for writing a PhD thesis in Markdown

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

RefTools

文献管理软件的使用与配置

Road2R

A curated list of amazingly awesome R libraries, resources and package collection.

shiny

Easy interactive web applications with R

thuthesis

LaTeX Thesis Template for Tsinghua University

versioned_dir2

webinars

Code and slides for RStudio webinars

xamarin-forms-samples

Sample apps built using the Xamarin.Forms framework

yiyanggao.github.io

Personal profolio website