https://github.com/zzarif/python-for-data-science

A complete beginner's guide to Python for Data Science.
https://github.com/zzarif/python-for-data-science

basics hackerrank leetcode machine-learning python pytorch

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A complete beginner's guide to Python for Data Science.

• Host: GitHub
• URL: https://github.com/zzarif/python-for-data-science
• Owner: zzarif
• Created: 2024-07-13T06:08:28.000Z (7 months ago)
• Default Branch: master
• Last Pushed: 2024-08-28T10:31:42.000Z (5 months ago)
• Last Synced: 2024-08-28T11:56:29.659Z (5 months ago)
• Topics: basics, hackerrank, leetcode, machine-learning, python, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 28.8 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Python for Data Science

A complete beginner's guide to Python for Data Science.

## Basics

Start with the [basics](basics) of Python. Please refer to "A Crash Course in Python" chapter from **Data Science from Scratch** book by **Joel Grus**.

## Practice

After you're done reviewing the basics:

- Start practicing from **Hackerrank**. Most of the solutions to [this](https://www.hackerrank.com/domains/python) domain can be found [hackerrank](hackerrank) directory of this repo.

- Also try to solve **Leetcode** top interview questions using Python. Please refer to [leetcode](leetcode) directory of this repo.

## PyTorch

Finally, dive into the world of Machine Learning using PyTorch. The [pytorch](pytorch) directory is basically the notebook version of **Patrick Loeber**'s [PyTorch Tutorial](https://github.com/patrickloeber/pytorchTutorial) series (most of it).

### Contact

Thanks and please feel free to provide your feedback to me at [[email protected]](mailto:[email protected])