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Cracking-the-Data-Science-Interview
A list of resources for our society members who have upcoming interviews!workshops
Lecture-3-Linear-Models
ICDSS Machine Learning Workshop Series: Linear ModelsNeural-Networks
ICDSS Machine Learning Workshop Series: Neural NetworksChallenges
ICDSS Advanced Data Science Team Challenges 2020-2021Machine-Learning-API
ICDSS Machine Learning Workshop Series: Machine Learning APIsLecture-2-Scientific-Python
Lecture-1-Intro-to-Python
Lecture-series-2022-23
Materials used for Lecture series done in 2022-23 academic yearConvolutional-Neural-Nets
ICDSS Workshop #3 - Introduction to Convolutional Neural NetworksLecture-NeuralNets-PyTorch
Scientific-Python
ICDSS Scientific Programming Workshop Series: PythonLecture-4-Logistic-Models
Lecture-Webscraping-Data-Preprocessing
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.Lecture-5-Traditional-Approaches-to-Machine-Learning
Traditional Approaches to Machine Learningaihack22
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