Repositories list

• icdss

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  HTML

  •0•0•0•7•Updated Dec 11, 2022Dec 11, 2022

• Lecture-series-2022-23

  Public
  Materials used for Lecture series done in 2022-23 academic year

  Jupyter Notebook

  •8•5•0•0•Updated Nov 29, 2022Nov 29, 2022

• workshops

  Public
  HTML

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  MIT License

  •12•20•0•9•Updated Nov 22, 2022Nov 22, 2022

• Challenges

  Public
  ICDSS Advanced Data Science Team Challenges 2020-2021

  data-sciencemachine-learningchallenges+ 1imperial-college

  Python

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  MIT License

  •17•16•1•1•Updated Oct 23, 2022Oct 23, 2022

• Lecture-2-Scientific-Python

  Public
  Jupyter Notebook

  •4•6•0•1•Updated Jun 21, 2022Jun 21, 2022

• aihack22

  Public
  AI hack 2022 website

  HTML

  •0•1•0•0•Updated Mar 11, 2022Mar 11, 2022

• aihack22-electricity

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  3•1•0•0•Updated Mar 11, 2022Mar 11, 2022

• aihack21

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  HTML

  •1•0•0•0•Updated Feb 20, 2022Feb 20, 2022

• ai-conference

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  AI Conf. Website

  HTML

  •0•0•0•0•Updated Jan 1, 2022Jan 1, 2022

• ai-hack-website

  Public
  HTML

  •1•0•0•0•Updated Jan 1, 2021Jan 1, 2021

• Cracking-the-Data-Science-Interview

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  A list of resources for our society members who have upcoming interviews!

  27•95•0•1•Updated Oct 2, 2020Oct 2, 2020

• social-distancing-yolov4-tf

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  Social Distancing Detector with Yolov4

  Python

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  MIT License

  •1.2k•1•0•0•Updated Sep 22, 2020Sep 22, 2020

• new_icdss_members

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  Get regular slack updates when we have new members

  Python

  •1•0•0•0•Updated May 3, 2020May 3, 2020

• Lecture-CNN-PyTorch

  Public
  Learn the fundamentals of modern computer vision with convolutional neural networks (CNNs). We'll look at how CNNs work and what they could be used for. Then we'll analyse common architectures used in industry and research. Finally we'll put it all together in a short computer vision demo.

  Jupyter Notebook

  •2•2•0•0•Updated Mar 13, 2020Mar 13, 2020

• Lecture-NeuralNets-PyTorch

  Public
  Jupyter Notebook

  •3•4•0•0•Updated Feb 28, 2020Feb 28, 2020

• Lecture-Webscraping-Data-Preprocessing

  Public
  Jupyter Notebook

  •2•2•0•0•Updated Feb 13, 2020Feb 13, 2020

• Lecture-5-Traditional-Approaches-to-Machine-Learning

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  Traditional Approaches to Machine Learning

  Jupyter Notebook

  •1•1•0•0•Updated Jan 26, 2020Jan 26, 2020

• Lecture-4-Logistic-Models

  Public
  Jupyter Notebook

  •0•3•0•0•Updated Jan 15, 2020Jan 15, 2020

• Lecture-3-Linear-Models

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  ICDSS Machine Learning Workshop Series: Linear Models

  pythonmachine-learningtensorflow+ 6scikit-learnkeraskeras-tensorflowfinancelinear-regressionlinear-models

  Jupyter Notebook

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  MIT License

  •18•19•0•0•Updated Nov 21, 2019Nov 21, 2019

• Lecture-1-Intro-to-Python

  Public
  Jupyter Notebook

  •7•5•0•0•Updated Oct 31, 2019Oct 31, 2019

• Convolutional-Neural-Nets

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  ICDSS Workshop #3 - Introduction to Convolutional Neural Networks

  Jupyter Notebook

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  MIT License

  •0•5•0•0•Updated Mar 7, 2018Mar 7, 2018

• Machine-Learning-API

  Public
  ICDSS Machine Learning Workshop Series: Machine Learning APIs

  machine-learningsklearnkeras+ 1fbprophet

  Jupyter Notebook

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  MIT License

  •4•10•0•0•Updated Mar 7, 2018Mar 7, 2018

• Mailing-List

  Public
  Python

  •0•0•0•0•Updated Dec 14, 2017Dec 14, 2017

• Neural-Networks

  Public
  ICDSS Machine Learning Workshop Series: Neural Networks

  pythonnumpyneural-networks+ 2backpropagation-learning-algorithmcomputational-graphs

  Jupyter Notebook

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  MIT License

  •7•17•0•0•Updated Nov 28, 2017Nov 28, 2017

• Scientific-Python

  Public
  ICDSS Scientific Programming Workshop Series: Python

  pythonnumpypandas+ 3scientific-computingscipymatplotlib

  Jupyter Notebook

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  MIT License

  •8•4•0•0•Updated Nov 6, 2017Nov 6, 2017