100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

120-ds-interview-questions

My Answer to 120 Data Science Interview Questions

collection-of-data-challenge

Learn From the past

data-science-cheat-sheet

Cheat Sheets

data-scientist-test-mia-zhang

Data Scientist Test

data-visualization

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

feature-based-opinion-miner

freeml

Data Science Resources (Mostly Free)

gym_instructor_data_modeling

hadoop

A repository for Hadoop MapReduce toy examples

kaggle-competition

kohonen-maps

Implementation of SOM and GSOM

leetcode

LeetCode Problems' Solutions

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

loan-interests

machine-learning-algo-by-scratch

implement machine learning algorithm from scratch in python

machine-learning-practice

Practice machine learning techniques in different kinds of dataset

machinelearning

some notes about the basic knowledge of machine learning and data mining

machinelearning_python

机器学习算法python实现

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

pandas_exercises

Practice your pandas skills!

predicting-rain-tomorrow-in-australia

This dataset contains daily weather observations from numerous Australian weather stations. The target variable RainTomorrow means: Did it rain the next day? Yes or No.

predicting-taiwanese-bank-credit-card-default-payments

This dataset contains information on default payments, demographic factors, credit data, history of payment, and bill statements of credit card clients in Taiwan from April 2005 to September 2005.

predicting-traffic-accidents-cnn

product-analytics

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

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

python-programming

algorithm practice