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Geometric Deep Learning - Michael M. Bronstein
Geometric Deep Learning is an attempt for geometric unification of a broad class of ML problems from the perspectives of symmetry and invariance. These principles not only underlie the breakthrough performance of convolutional neural networks and the recent success of graph neural networks but also provide a principled way to construct new types of problem-specific inductive biases.
Alias-Free GAN (NVIDIA)
The new tool can do whatever StyleGAN2 does more gracefully as it solves the problem of signal processing that causes the aliasing and therefore makes it look like certain details are glued to the image and lag when the object is moving.
Free Natural Language Processing (NLP) Course
The guys at HuggingFace just released a new, completely free video course on transformers and other NLP topics - check it out!
Eric Jorgenson - The Almanack of Naval Ravikant
Eric Jorgenson is a startup growth guy, writer, and (rarely) an Angel investor. He is on the founding team of Zaarly, and has been publishing online since 2014. He is also the author of the great book “The Almanack of Naval Ravikant”!
📚 Order "The Almanack of Naval Ravikant"
In this podcast, we also talked about:
• Leverage 🏗
• The book on Naval Ravikant 📚
• Most compelling ideas from Naval 🧠
• Happiness 😃🙁
• Meritocracy 👷
• Jack Butcher
• and much more…
Eric tweets at @ericjorgenson and publishes new pieces and projects on ejorgenson.com
Book of the Week
The Programmer's Brain
📕 Use the code "podengineered20" to get a 40% discount!
The Programmer’s Brain explores the way your brain works when it’s thinking about code. In it, you’ll master practical ways to apply these cognitive principles to your daily programming life. You’ll improve your code comprehension by turning confusion into a learning tool, and pick up awesome techniques for reading code and quickly memorizing syntax. This practical guide includes tips for creating your own flashcards and study resources that can be applied to any new language you want to master. By the time you’re done, you’ll not only be better at teaching yourself—you’ll be an expert at bringing new colleagues and junior programmers up to speed.
Visualize Ideas
"If you have a heartbeat, there's still time for your dreams."
– Sean Stephenson
Follow me on Instagram to see more of my designs! You can order my canvases my sending me a DM on my socials.
Favourite Animation
Meme of the Week
You get what you deserve!
Closing Remarks
If you have any wishes for video topics, you can submit them in this form. Apart from that you can always reach out to me via Twitter or Instagram or LinkedIn, so let’s connect!
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See you next week and in the meantime, make sure to keep engineering your mind!
Jousef