ML Online Course 2020

Practical Deep Learning

Course Lecturers: Eilam Gross, Sanmay Ganguly, Jonathan Shlomi

Tutorials: Sanmay Ganguly, Jonathan Shlomi

Github page of the course : https://github.com/WeizmannML/course2020

Course reference material: 2019 WIS Course, MIT Course ,Stanford Course 2019 , Stanford Course 2020
Dig Deeper Material: Goodfellow et. al. DL Book

ML ZOOM Course 2020
Date	Lecture	Lecture Material	Tutorial	Tutorial Material
21/4/2020	Introduction	Video for Eilam's lecture Slides for Eilam's lecture		slides for T1 video for T1 Notebooks for T1 Slides for python tutorial Video for Python Tutorial
5/5/2020	Backpropagation	Slides for Eilam's Lecture Video for Eilam Lecture 2		Notebook for Homework1 slides for homework1 video for homework1 dataset for homework1 Slides for Tutorial2 Codes for Tutorial2 Video for Tutorial 2 Sanmay
19/5/2020	CNN	Slides for Eilam's Lecture number 3 Lecture 3 Video Eilam		data for convnet tutorial ConvNet notebook notebooks for tutorial3 slides for tutorial3 video for tutorial3 Video Tutorial 3 Sanmay
26/5/2020	CNN Architectures	Slides for Eilam's lecture 4 Lecture 4 Video Eilam	Implementation of CNN Architectures & Homework #2 (CNN)	video for HW2 notebooks for tutorial and homework slides for homework cats dataset for homework Tutorial 4 Sanmay Video
2/6/2020	RNN	Lecture 5, Eilam Lecture 5 PDF		Tutorial5_Slides_Sanmay video tutorial 5 notebook for tutorial 5 slides for tutorial 5 Tutorial 5 Sanmay
9/6/2020	GNN	Lecture 6 video Lecture 6 slides	GNN	homework data MNIST homework data Path Finding homework 3 video homework 3 slide Tutorial + Homework notebooks Tutorial 6 Video SANMAY Slides for tutorial6
16/6/2020	Autoencoders	Lecture 7-Eilam		video for tutorial 7 notebook for tutorial 7
23/6/2020	GAN	Lecture 8, Eilam Lecture 8, Video, Eilam		video for tutorial 8 notebooks for tutorial 8 Tutorial 8, Sanmay
30/6/2020	Detection and Segmentation	Lecture 9, Eilam Lecture 9, Video, Eilam		slides for unet Tutorial 9, Sanmay unet notebook video for homework 4 slides for homework 4 notebook for homework 4 data for homework 4
7/7/2020	Deep Reinforcement Learning	Lecture 10, Eilam (pdf)		Bayesian network slides Bayesian network notebook video for tutorial 10 on RL notebooks for tutorial 10
14/7/2020	Projects	Projects 1
21/7/2020	Projects	Projects 2
11 Aug	Take home assignement
18-20 Aug	Projects Presentations

General discussion

New topic

	Topic / Topic starter	Replies	Last post
Normal topic	Lecture Recordings 7,10 by Gil-Ad Kishony » Fri, 07/24/2020 - 22:12	0	by Gil-Ad Kishony Fri, 07/24/2020 - 22:12
Normal topic	Quiz/take-home by Renee Zacharowicz » Sun, 07/12/2020 - 16:43	0	by Renee Zacharowicz Sun, 07/12/2020 - 16:43
Normal topic	HW4 messy figures by Elisha Goldstein » Mon, 07/06/2020 - 21:53	1	by Jonathan Shlomi Tue, 07/07/2020 - 10:47
Normal topic	videos by Dina Listov » Sun, 06/28/2020 - 12:11	0	by Dina Listov Sun, 06/28/2020 - 12:11
Normal topic	HW 3 - Part One - How to stracture the network by Maor Kereth » Fri, 06/19/2020 - 20:13	7	by Maor Kereth Mon, 06/22/2020 - 23:16
Normal topic	HW3 - Graphs - Sparsity of the Data by Dori Nissenbaum » Sun, 06/21/2020 - 00:17	4	by Dori Nissenbaum Mon, 06/22/2020 - 17:26
Normal topic	loss.backward() error? by Renee Zacharowicz » Fri, 06/19/2020 - 14:19	4	by Renee Zacharowicz Mon, 06/22/2020 - 08:33
Normal topic	Problem uploading in HW3 ( I couldn't use the pd.read_hdf command) by Ilya Bronshtein » Tue, 06/09/2020 - 21:21	8	by Shai Perach Sun, 06/21/2020 - 21:54
Normal topic	HW2 Part 1 - Low accuracy by Dori Nissenbaum » Fri, 06/05/2020 - 15:55	8	by Raanan Yaacobi Tue, 06/09/2020 - 16:11
Normal topic	Working with CUDA by Demian Liebermann » Thu, 05/14/2020 - 13:50	7	by Jonathan Shlomi Sun, 06/07/2020 - 20:46
Normal topic	HW2 due date by Renee Zacharowicz » Tue, 06/02/2020 - 15:00	1	by Jonathan Shlomi Tue, 06/02/2020 - 18:05
Normal topic	Please upload the recent lecture videos, (just audio is also OK). Thanks by Demian Liebermann » Wed, 05/27/2020 - 15:59	2	by Shai Perach Mon, 06/01/2020 - 14:04
Normal topic	Did someone try running the HW script on windows 10? by Demian Liebermann » Mon, 05/18/2020 - 11:58	4	by Jonathan Shlomi Wed, 05/20/2020 - 05:59
Normal topic	Low accuracy by Raanan Yaacobi » Sun, 05/17/2020 - 07:33	3	by Raanan Yaacobi Mon, 05/18/2020 - 17:25
Normal topic	submitting the model by Yehuda Buganim » Mon, 05/18/2020 - 13:32	1	by Jonathan Shlomi Mon, 05/18/2020 - 13:52
Normal topic	HW1 accuracy in the validation data by Ilya Bronshtein » Tue, 05/12/2020 - 01:48	6	by Raanan Yaacobi Sun, 05/17/2020 - 21:11
Normal topic	Double under in python by Sanmay Ganguly » Tue, 04/21/2020 - 13:58	1	by Renee Zacharowicz Thu, 05/14/2020 - 05:38
Normal topic	Homework 1 due date by Jonathan Shlomi » Mon, 05/11/2020 - 19:54	0	by Jonathan Shlomi Mon, 05/11/2020 - 19:54
Normal topic	Video for Lecture and Tutorial 2 missing by Demian Liebermann » Fri, 05/08/2020 - 19:33	1	by Demian Liebermann Mon, 05/11/2020 - 19:38
Normal topic	Data for the HW1 by Mykhailo Yutushui » Sun, 05/10/2020 - 17:37	3	by Mykhailo Yutushui Mon, 05/11/2020 - 11:57

ML Online Course 2020

General discussion

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