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khuyentran1401 committed Sep 15, 2021
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[![View on GitHub](https://img.shields.io/badge/GitHub-View_on_GitHub-blue?logo=GitHub)](https://github.com/khuyentran1401/Data-science) [![View on Medium](https://img.shields.io/badge/Medium-View%20on%20Medium-red?logo=medium)](https://khuyentran1476.medium.com/) [![Daily Data Science Tips](https://img.shields.io/badge/Data%20Science%20Simplified-Daily%20Data%20Science%20Tips-green?logo=wordpress)](https://mathdatasimplified.com/) [![RSS Reader](https://img.shields.io/badge/RSS%20Feed%20-Add%20to%20your%20RSS%20Reader-yellowgreend?logo=feedly)](https://medium.com/feed/@khuyentran1476)

[![View on GitHub](https://img.shields.io/badge/GitHub-View_on_GitHub-blue?logo=GitHub)](https://github.com/khuyentran1401/Data-science) [![View on Medium](https://img.shields.io/badge/Medium-View%20on%20Medium-red?logo=medium)](https://khuyentran1476.medium.com/) [![Daily Data Science Tips](https://img.shields.io/badge/Data%20Science%20Simplified-Daily%20Data%20Science%20Tips-green?logo=wordpress)](https://mathdatasimplified.com/)

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# [Data Science Topics](https://github.com/khuyentran1401/Data-science)
Collection of useful data science topics along with code and articles in my [data science blog](https://medium.com/@khuyentran1476).
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|Pytest for Data Scientists | [link](https://towardsdatascience.com/pytest-for-data-scientists-2990319e55e6) | [link](https://github.com/khuyentran1401/Data-science/tree/master/data_science_tools/pytest)
| 4 Lessor-Known Yet Awesome Tips for Pytest | [link](https://towardsdatascience.com/4-lessor-known-yet-awesome-tips-for-pytest-2117d8a62d9c) | [link](https://github.com/khuyentran1401/Data-science/tree/master/data_science_tools/advanced_pytest)
| Introduction to Weight & Biases: Track and Visualize your Machine Learning Experiments in 3 Lines of Code | [link](https://towardsdatascience.com/introduction-to-weight-biases-track-and-visualize-your-machine-learning-experiments-in-3-lines-9c9553b0f99d) | [link](https://github.com/khuyentran1401/Data-science/tree/master/data_science_tools/wandb_tracking)
| Kedro — A Python Framework for Reproducible Data Science Project | [link](https://towardsdatascience.com/kedro-a-python-framework-for-reproducible-data-science-project-4d44977d4f04) | [link](https://github.com/khuyentran1401/kedro_demo)

# Productive Tools

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| PyWebIO: Write Interactive Web App in Script Way Using Python | [link](https://towardsdatascience.com/pywebio-write-interactive-web-app-in-script-way-using-python-14f50155af4e) | [link](https://github.com/khuyentran1401/Data-science/tree/master/applications/pywebio_examples)
| PyWebIO 1.3.0: Add Tabs, Pin Input, and Update an Input Based on Another Input | [link](https://towardsdatascience.com/pywebio-1-3-0-add-tabs-pin-input-and-update-an-input-based-on-another-input-e81a139fefcb) | [link](https://github.com/khuyentran1401/Data-science/tree/master/applications/pywebio_1_3_0)
| Simulate Real-life Events in Python Using SimPy | [link](https://towardsdatascience.com/simulate-real-life-events-in-python-using-simpy-e6d9152a102f) | [link](https://github.com/khuyentran1401/Data-science/tree/master/applications/simpy_examples)
| Create an App to Deal with Boredom Using PyWebIO | [link](https://towardsdatascience.com/create-an-app-to-deal-with-boredom-using-pywebio-d17f3acd1613) | [link](https://build.pyweb.io/get/khuyentran1401/bored_app)


# Learning Tips
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