ResNets are back baby!!! ...and they're gone | Machine Learning Monthly March 2021

Machine Learning Monthly covers the latest and greatest (but not always the latest) in machine learning of the previous month. This month we see things like multimodal modelling (modelling multiple sources of data types such as images combined with text) and self-supervised learning taking centre stage.

Learn:

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Timestamps:

0:00 - Intro/hello/dancing
0:54 - My work from the past month
2:21 - Why is machine learning hard? By Zayd Enam
4:13 - Software 2.0 by Andrej Karpathy
4:32 - Start with less fancy networks by Victor Sanh
6:50 - Airbnb’s Multimodal model for images, text and structured data
10:16 - Learning from Videos by Facebook AI
13:10 - Self-supervised Learning: The dark matter of intelligence by Yann LeCun
15:48 - SEER: A new state of the art for self-supervised computer vision
18:39 - Paper of the month: ResNets are back baby!!!
21:55 - ...and they’re gone, welcome EfficientNetV2
24:03 - Super-powered Speech tools: Coqui & SpeechBrain
26:03 - The Deep Bootstrap Framework
30:27 - Summary/outro/more dancing

#machinelearningmonthly #machinelearning

[mrdbourke]

Two weeks ago: ResNets are back baby!!!
Yesterday: EfficientNets are back baby!!!

It never ceases to amaze me how fast this field moves...

[yangxiang]

Good stuff again dude! read those paper and it was amazing, BTW thanks for all the sharing and passion you give to our community, I found a job as a data scientist in a Chicago startup unicorn recently, while back in 2019 I knows nothing about DS..then I found your channel while searching for ML help online.. keep learning and never stop!

[ftmftm]

You are wondeful man! Your ml journey from zero to hero is inspiring ❤

[mehdizobiri]

Gosh i love this series of ML Monthly, keep it up Dan

[joshcummins]

Happy Birthday Sam. Much love to you and your family.

[RevenueSharePartner]

*Happy Belated Birthday Sam, What are you planning to do, are you following your daniel's footstep, you're lucky to have him as a brother*

[easonlyon]

Amazing work, you are going to make my FYP project pass with flying colours!

[ayushchakraborty]

Happy belated birthday Sam!!🎉🎉🎉🙌 A day late😅 Also great vid as always mate!!

[todpuco]

Hi! your videos are always great and useful

[gero]

Hey. Whats that trackpad that you use?

[danielniels]

hello sir, I am new to your channel. I am here to ask pretty forward, what do you think about the Machine Learning Job Opportunities? Is it that scary to apply it? Considering hard technical skills from various programming language to math skills... Do you really need to have PhD? Well sorry for asking this... But do you have a video where you ever talked something about this? thank you...

[kaushikhegde]

Hi Daniel. When is the new tensorflow course coming to udemy? Cant wait for it. Really enjoyed your Machine learning course earlier.

[HarshithMK]

Self supervised learning sounds super cool!!

[justinknott]

Hey Daniel
I sent an email about your video on Titanic comp ... do you have the same email ... haven't got a reply yet ... I would appreciate some insight

[thedailyepochs]

Hey Daniel, how's your brother doing, I knew his background was finance related, how has he been able to combine machine learning and finance together. Btw Happy birthday sam

[egehurturk]

Have you heard about Graph Neural Networks (GNNs)?

[zshan]

ml monthly Like usual. That drake in the beginning 👍😄

[gundavenkatashanmukhasaina]

Official code for EfficientNetV2 haven't released right?
By the way thumbnail is 😂👌.

[adityakane]

@Daniel Bourke
Thanks man, this was damn useful
gg

[lucyledezma]

Hello Daniel !. I am a new suscriber!..