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Recitations

Starting with the third week of the semester, access to the material is provided to registered students only, via the Courseworks site.

Link to recitations requires CU email addresses UNI@columbia.edu

Python, NumPy and Tensorflow tutorial

Basics of Python programming, NumPy and Tensorflow basic usage

Machine Learning Basics

Introduction to SVM, softmax and k-nn.

Linear Algebra

Introduction to SVD, eigenvalue decomposition, etc.

Other Recitations

ECBM E4040 Neural Networks and Deep Learning, 2019.

Columbia University