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Data Science Review

As a Software Engineer, I want to explore knowledge of Data Science. So I have started this project to share basic things to become a Data Science. This project will be regularly updated.

This project is for those:

  • who is new to Data Science.
  • who want to review knowledge.

I am very pleased to receive your contributions and bug fixes.

Content

The following content is stored in notebooks folder and will be updated regularly.

Python, Data Structure and Data

Python syntax, some data structure in Python and basic data manipulation with Pandas.

Basic Statistics and Data Visualization

Basic statistics with Pandas and visualize data to explore data insight.

Linear Algebra review

Basic terminology of Linear Algebra using NumPy.

Fundamental of Image Processing

Basic image processing with OpenCV.

to be updated

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Necessary knowledge to begin Data Science

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