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Imperial-College-Data-Science-Society

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Cracking-the-Data-Science-Interview

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

workshops

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Lecture-3-Linear-Models

ICDSS Machine Learning Workshop Series: Linear Models

Jupyter Notebook

Neural-Networks

ICDSS Machine Learning Workshop Series: Neural Networks

Jupyter Notebook

Challenges

ICDSS Advanced Data Science Team Challenges 2020-2021

Python

Machine-Learning-API

ICDSS Machine Learning Workshop Series: Machine Learning APIs

Jupyter Notebook

Lecture-2-Scientific-Python

Jupyter Notebook

Lecture-1-Intro-to-Python

Jupyter Notebook

Lecture-series-2022-23

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

Jupyter Notebook

Convolutional-Neural-Nets

ICDSS Workshop #3 - Introduction to Convolutional Neural Networks

Jupyter Notebook

Scientific-Python

ICDSS Scientific Programming Workshop Series: Python

Jupyter Notebook

Lecture-4-Logistic-Models

Jupyter Notebook

Lecture-Webscraping-Data-Preprocessing

Jupyter Notebook

Lecture-CNN-PyTorch

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

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

Traditional Approaches to Machine Learning

Jupyter Notebook

aihack22-electricity

aihack22

AI hack 2022 website

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Imperial-College-Data-Science-Society/Lecture-NeuralNets-PyTorch

Imperial-College-Data-Science-Society

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