How to improve your resume quickly in ANY (really!) amount of time. 🧵

All my resume threads compiled in one place 🧵

In ML, spurious correlations are know-it-when-you-see-it; e.g., changing “Alice rules!” to “Bob rules!” changes predicted sentiment. Such ad-hoc tests are intuitive, but hard to connect to standard practice. Turns out, causality has a lot to say! arxiv.org/abs/2106.00545

Bad memories are prisons. Retain the insight, throw the memory.

I've been a mentor to developers over the years. Here are the common traps developers fall into that guaranteed failure. A Thread...

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What is the Blockchain? How does it work? But mostly, why are blockchain developers paid $140k/year on average? A mega-thread on web3.0 and how the Blockchain might shape the future ↓

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"torch.manual seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision" arxiv.org/abs/2109.08203. Results are actually not as bad as the title makes it seem. But yeah, reporting std dev or CIs should be(come) the default.

#FederatedLearning is a fast growing field that enables #MachineLearning on decentralized data. Today we introduce an open source library for federated learning simulations that emphasizes ease-of-use in research ↓ goo.gle/3lbFZaK

A man once offered JP Morgan the "guaranteed formula for success." Morgan paid $25,000 for it. THREAD: The simple secret to succeeding at anything

Do we still need SGD/Adam to train neural networks? Based on our #NeurIPS2021 paper, we are one step closer to replacing hand-designed optimizers with a single meta-model. Our meta-model can predict parameters for almost any neural network in just one forward pass. (1/n)

It is easy to convince yourself that you should learn more before taking action. But too often this becomes an excuse to not do anything. When failure is cheap, learn by doing.

Chaos isn't a pit. Chaos is a ladder. Many who try to climb it fail & never get to try again. The fall breaks them. And some, are given a chance to climb. They refuse, they cling to the realm or the gods or love. Illusions. Only the ladder is real. The climb is all there is. - LF

SQL Interview Questions (S2) ⇩

HTML can do that? A thread 🧵👇

10 Platforms to find a job as a Web3 developer: 💰 web3 . career 💰 cryptocurrencyjobs .co 💰 crypto . jobs 💰 buildspace . so 💰 web-3 . pallet .xyz 💰 useweb3 . xyz /jobs 💰 web3board . io 💰 pompcryptojobs . com 💰 defi . jobs 💰 cryptocurrencyjobs . co

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