ICDSS (@Imperial-College-Data-Science-Society)

Top repositories

1

Cracking-the-Data-Science-Interview

A list of resources for our society members who have upcoming interviews!
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2

workshops

HTML
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3

Lecture-3-Linear-Models

ICDSS Machine Learning Workshop Series: Linear Models
Jupyter Notebook
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4

Neural-Networks

ICDSS Machine Learning Workshop Series: Neural Networks
Jupyter Notebook
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5

Challenges

ICDSS Advanced Data Science Team Challenges 2020-2021
Python
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Machine-Learning-API

ICDSS Machine Learning Workshop Series: Machine Learning APIs
Jupyter Notebook
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7

Lecture-2-Scientific-Python

Jupyter Notebook
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Lecture-1-Intro-to-Python

Jupyter Notebook
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9

Lecture-series-2022-23

Materials used for Lecture series done in 2022-23 academic year
Jupyter Notebook
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10

Convolutional-Neural-Nets

ICDSS Workshop #3 - Introduction to Convolutional Neural Networks
Jupyter Notebook
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Lecture-NeuralNets-PyTorch

Jupyter Notebook
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12

Scientific-Python

ICDSS Scientific Programming Workshop Series: Python
Jupyter Notebook
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13

Lecture-4-Logistic-Models

Jupyter Notebook
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14

Lecture-Webscraping-Data-Preprocessing

Jupyter Notebook
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15

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
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16

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

Traditional Approaches to Machine Learning
Jupyter Notebook
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17

aihack22-electricity

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18

aihack22

AI hack 2022 website
HTML
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