Data Science Resources

I really want to share these data science resources with everyone

I hope it helps

Competitive Data Science Platforms

These are platforms that can help you earn by solving data science projects.

• Driven Driven

• Codalab

• Innocentive

• Zindi

• Data Source

• Alibaba Cloud Tinachi

• Btigrit

• Analytics Vidhya

• Numerai

• Kaggle

• KDD Cup

• Signate

Datasets For Data Science Projects

• FiveThirtyEight

• Socrata

• AWS Public Datasets

• Google Cloud Datasets

• Wikipedia Datasets

• Kaggle

• UCI

• Quandl

• Nasdaq

• Data World

• Data Gov

• World Bank

• Reddit

• Academic Torrents

• Quantopian

Data Science Road Map

Maths Fundamental

• Deep Learning Book

• Khan Academy

• MML BOOK

• Linear Algebra

• MIT OpenCourseware

Programming

• Harvard Free Course

• Learn Python

• Real Python

• Python Programming

• Datacamp

• DataQuest

• Great Learning

Data Wrangling and Visualization

• Towards Data Science

• Coursera

• Analytics Vidhya

Statistics and Probability

• Khan Academy

• Udacity

• MIT OpenCourseware

Understanding Database

• MongoDB

• Coursera

• FreeCodeCamp

Machine Learning

• Coursera

• Fast AI

• Practical Machine learning

• ML Course

Learn Big Data

• Coursera

• Full Stack Deep Learning

• Deep Learning

Data Science ToolKit

IDE

• R Studio

• Anaconda

• Jupyter Notebook

• Py Charm

• BeakerX

ML Tools

• Theano

• Keras

• PyTorch

• Scikit Learn

• XGBoost

• DL4J

• H20

Real Time Tools

• Kafta

• Grafana

• Spark Streaming

• Apache Nifi

• Flink

Data WareHouse

• Big Query

• Snow Flake

• Dremio

• Apache Hive

• Green Plum

• Amazon S3

Data Cleaning

• Rapid Miner

• Talend

• Apache Airflow

• Apache Sqoop

Statistics

• Numpy

• Pandas

• R

• Julia

• GNU Octave

Data Store

• CockroachDB

• MongoDB

• Riak

• Cassandra

• HBase

• CouchDB

Data Visualization

• Plotly

• Bokeh

• Matplotlib

• Seaborn

• Data Driven Documents

• PowerBI

• Tableau

• Shiny

Enjoy!!