Lectures - ECBM E4040 Neural Networks and Deep Learning

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

Lecture 1 - Introduction & Logistics

1.1.DL.IntroductionToCourseE4040

1.2.DL.IntroductionToDeepLearning

1.3.DL.IntroductionToDLcomputingResources

Lecture 2 - Machine Learning (ML) Basics

2.1.DL.MachineLearningBasics

2.2.DL.MachineLearningAlgorithms

Lecture 3 - Deep Forward Networks, Back Propagation

3.1.DL.DeepFeedforwardNetworks

3.2.DL.BackPropagation

All other lectures

ECBM E4040 Neural Networks and Deep Learning

Columbia University