Modern Data Science

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• Materials in this module include resources collected from various open-source online repositories.
• You are free to use, change and distribute this package.
• Point of Contact: A/Prof. Gang Li

For the Modern Data Science course (including SIT742 unit at Deakin Univeristy), prepared by TULIP Lab, Australia

• 2019 maintainers: Shaoni Wang
• 2018 maintainers: Shaoni Wang, Qiong Wu, Xin Han

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Content

Jupyter

• Module 00: Python Programming
• Module 01: A Touch of Data Science
• Module 02: Data Visualization
• Module 03: Pattern Classification
• Module 04: Machine Learning
• Module 05: Deep Learning with Tensorflow
• Module 06: Apache Spark
• Module 07: Natural Language Processing
• ...

Mxnet

• Deep Learning using Mxnet
  • Adapted from Chinese Version:
    • 动手学深度学习
    • [Notebooks] (https://github.com/mli/gluon-tutorials-zh)
  • English Version:
    • Deep Learning - The Straight Dope
    • [Notebooks] (https://github.com/zackchase/mxnet-the-straight-dope)

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