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data-science-learning-resources

A collection of machine learning resources that I've found helpful (I only post what I've read!)

data-science-notes

数据科学的笔记以及资料搜集

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

data-science-question-answer

A repo for data science related questions and answers

data-science-tutorials

Data Science Tutorials

data-scientist-roadmap

Toturial coming with "data science roadmap" graphe.

data-structures

Data-Structures using C++.

data-structures-algorithms-level-up-bootcamp

C++ Code Repository.

data-visualization

Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).

data-wrangling-with-mongodb

Data Wrangling with MongoDB class code

database-series

📚深入浅出数据库存储：数据库理论、关系型数据库、文档型数据库、键值型数据库、New SQL、搜索引擎、数据仓库与 OLAP、大数据与数据中台

databaseology

Collection of Papers On Database Management Systems

databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

datacamp

DataCamp data-science courses

datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

dataease

人人可用的开源数据可视化分析工具。

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

dataprep

Dataprep: Data Preparation in Python

datascicomp

A collection of popular Data Science Competitions

datascience

数据科学工具资源集锦 Curated list of Python resources for data science.

datascience-box

Data Science Course in a Box

datascience_book

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

dataset-examples

Samples for users of the Yelp Academic Dataset

dataset_loaders

A collection of dataset loaders

datasets

Poetry-related datasets collected by THUAIPoet (Jiuge) group.

datasets-cmu_wilderness

CMU Wilderness Multilingual Speech Dataset

datashader

Turns even the largest data into images, accurately.

dataverse

Open source research data repository software

dataviz

A book covering the fundamentals of data visualization