• People
  • Courses

Material for the Deep Learning Course

On-Line Material from Other Sources

  • A quick overview of some of the material contained in the course is available from a ICML 2013 tutorial on Deep Learning:
  • Q&A about deep learning (Spring 2013 course on large-scale ML)
  • 2014 International Conference on Learning Representations (ICLR 2014)

* Videos of the lectures

Week 1

2015-01-26 Lecture

* Intro to Deep Learning

* A1 posted: PDF Kaggle - due Feb. 09 at 7:45pm

2014-01-28 Tutorial

* Introducing A1 and Torch
* Video
* Some additional reference material
Deep learning tutorial
A Tutorial on Energy-Based Learning
Gradient-Based Learning Applied to Document Recognition
If you find more good material, feel free to post it on Piazza!
* Piazza Link to resources from TA

Week 2

2014-02-02 Lecture

* Video
* Intro to Deep Learning (same as for Week 1)

2014-02-04 Tutorial

* Video
* A1 help session

Week 3

2014-02-09 Lecture

* Video
* Slides: PDF
* A2 posted: PDF Kaggle - due March 09 at 7:45pm

2014-02-11 Lab

* Video
* Introducing A2

Week 4

2014-02-16 Lecture

* President's day, no class

2014-02-18 Lab

* Video
* A2 readings discussion / help session

Week 5

2014-02-23 Lecture

* Video
* Slides: PDF

2014-02-25 Lab

* Video
* References: Efficient BackProb

Week 6

2014-03-02 Lecture

* Video
* Slides: PDF

2014-03-04 Lab

Week 7

2014-03-09 Lecture

* Video
* A3 posted: PDF - due April 13 at 7:45pm
* A3 code: Baseline Skeleton

2014-03-11 Lab

* Introducing A3

Week 8

Spring Break

Week 8

2014-03-23 Lecture

* Video
* Slides: PDF

2014-03-25 Lab

Week 9

2014-03-30 Lecture
2014-04-01 Lab

Week 10

2014-04-06 Lecture
2014-04-08 Tutorial

Week 11

2014-04-13 Lecture

* Video
* A4 posted: PDF - due April 27 at 7:45pm

* Slides PDF

2014-04-15 Tutorial

* Video
* Introducing A4

Week 12

2014-04-20 Lecture
2014-04-22 Lab

Week 13

2014-04-27 Lecture

* Slides * Guest Slides

* Supplemental Slides

* Note: Three weeks until the final exam!

2014-04-29 Lab

* Video
* Discussion of past finals

Week 14

2014-05-04 Lecture
2014-05-06 Lab

* Video
* Returning A3/A4 and discussion of past finals

Week 15

2015-05-11 Lecture

* Video
* Q&A with Prof. LeCun

Week 16

* Final Exam May 18

Final Exam Sample

 
 
/srv/www/cilvr/htdocs/data/pages/deeplearning2015/schedule.txt ยท Last modified: 2016/01/28 20:50 by jake
Recent changes RSS feed Creative Commons License Valid XHTML 1.0 Valid CSS Driven by DokuWiki
Drupal Garland Theme for Dokuwiki