Free eBooks On Data Science Using Python

The Art of Data Science Using Python

In the information and Digital age, data is all around us. Within this data, there are answers to many important questions across many societal domains (politics, business, science, etc.). But if you had access to a large dataset, would you be able to find the answers you seek? The answer is No! 

One should acquire a decent understanding of how to handle data, how to gather information from the raw data and visualize it to drive insights.

This set of eBook on Data Science Using Python will help you to learn the basic building blocks of python specifically for Data Science and formalize your Data Science journey using python.

  • python (Scipy)
  • jupyter notebooks
  • pandas
  • numpy
  • matplotlib
  • git
  • and many other tools

Learning Python Languages

GitHub Repo on Python

A logical, reasonably standardized, but flexible project structure for doing and sharing data science workThis repository will help you with learning resources with good examples, dataset, and codes.

Data Science Using Python Handbook

Python for Data Analysis

It covers topics on data preparation, data munging, data wrangling. It introduces a friendly interface IPython to code. In addition, it also covers NumPy and Pandas.

Forming Data Science Teams

Data Mining and Machine Learning

Free eBook on R for Deep Learning Essentials

 

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