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Machine Learning Tokyo
@
__MLT__
Tokyo-to, Japan
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Award-winning nonprofit dedicated to democratizing Machine Learning. Open Source, Science & Education. Tweets by @rheza_h & @suzatweet 🤖🧠 mltokyo.ai
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3.378
Tweetovi
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508
Pratim
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4.061
Osobe koje vas prate
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TensorFlow
@TensorFlow
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14 h |
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No natural graph? No problem!
In episode 3 of Neural Structured Learning, Software Engineer Arjun Gopalan goes over how graphs can be synthesized from raw input data and used to train neural networks.
📈Watch now → goo.gle/2GT6ZGV pic.twitter.com/zbsLr8Hifr
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Machine Learning Tokyo
@__MLT__
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7 h |
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Awesome @knaveen ! 🤩 twitter.com/knaveen/status…
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Jeremy Howard
@jeremyphoward
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4. velj |
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"How to do machine learning efficiently".
There's so much to love about this wonderful article.
medium.com/hackernoon/doi… pic.twitter.com/n6otKKP3gJ
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DeepMind
@DeepMind
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3. velj |
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"One of the things I really like about this article is how it integrates work from the fields of artificial intelligence, psychology, neuroscience, and evolutionary theory."
@TrendsCognSci editor @LindseyDrayton, picks Reinforcement Learning, Fast and Slow as her review of 2019 twitter.com/CellPressNews/…
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Suzana Ilić
@suzatweet
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3. velj |
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Our ML Math Reading Sessions with @vatai, @mrityunjay_99 and many more are so. much. fun. and the discussions are incredibly valuable. I collected a few resources that cover fundamental concepts – feel free to add to the list and send a PR.
github.com/Machine-Learni… pic.twitter.com/x5LwXaTLkR
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Suzana Ilić
@suzatweet
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4. velj |
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Thank you to @ASUSJapan for providing the Tinker Edge T board for the @__MLT__ community to explore and experiment with! 🙌 it's capable of performing four tera-operations per second (TOPS) using 0.5 watts per unit of computation!! 🤯
asus.com/AIoT-Industria… pic.twitter.com/D1okpnVkWZ
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MIT CSAIL
@MIT_CSAIL
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3. velj |
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MIT's new CS class teaches you things that all the other classes don't teach you, like...
🖥️Shell tools and scripting
🖥️Vim
🖥️Data wrangling
🖥️Command-line environment
🖥️Version control
Watch all 11 lectures for free here: bit.ly/MissSemester
#MondayMotivation pic.twitter.com/vHUkzqbXT7
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Virginia Dignum
@vdignum
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3. velj |
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ELIZA could do the same, or better, in a tiny fraction of the cost. Over 50 years ago!
Yet an example of how #AI is being oversold. #DeepLearning is not the solution to all your problems! Proper engineering is: thinks first about requirements and design options!
#responsibleAI twitter.com/eturner303/sta…
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Alfredo Canziani
@alfcnz
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31. sij |
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On Tuesday, in my class, we have learnt that all a neural net does is stretching / contracting the space fabric.
For example this 3-layer net (1 hidden layer of 100 positive neurons) gets its 5D logits (2D projections) linearly separable by the classifier hyperplanes (lines). pic.twitter.com/PzVLDxBTNq
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Aakash Kumar Nain
@A_K_Nain
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4. velj |
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The biggest reasons why PyTorch became so popular on @kaggle
1. Amazing model zoo. Very imp to start with a pretrained model in any comp based on NNs.
2. Compared to TF 1.x, writing models in it felt like writing C++ vs Python twitter.com/antgoldbloom/s…
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Caitlin Hudon 👩🏼💻
@beeonaposy
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3. velj |
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Is there a technical podcast (or audiobook or anything else to *listen* to) that teaches ML, data science, or statistics without visual aid?
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Machine Learning Tokyo
@__MLT__
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4. velj |
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You don't need a PhD, you don't even need to finish high school, as long as you pass the "hardcore coding test" and demonstrate a deep understanding of AI and its deployment. Did we get this right @elonmusk? twitter.com/karpathy/statu…
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Elon Musk
@elonmusk
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3. velj |
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Our NN is initially in Python for rapid iteration, then converted to C++/C/raw metal driver code for speed (important!). Also, tons of C++/C engineers needed for vehicle control & entire rest of car. Educational background is irrelevant, but all must pass hardcore coding test.
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Allison Doerr
@AllisonDoerr14
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3. velj |
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Really excited to publish this Perspective today, open access! A huge project since 2001. nature.com/articles/s4159…
@TylerReddy @ralfgommers
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Alisher Abdulkhaev
@alisher_ai
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4. velj |
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Thanks @PyImageSearch ! This is would be very useful! twitter.com/pyimagesearch/…
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Ross Wightman
@wightmanr
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3. velj |
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Added ImageNet validation results for 164 pretrained #PyTorch models on several datasets, incl ImageNet-A, ImageNetV2, and Imagenet-Sketch. No surprise, models with exposure to more data do quite well. Without extra, EfficientNets are holding their own. github.com/rwightman/pyto…
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abhishek thakur
@abhi1thakur
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3. velj |
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yep. most of the people dont care about what degree you have as long as you understand stuff and can implement it. twitter.com/elonmusk/statu…
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Elliot Turner
@eturner303
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2. velj |
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Wow: Google's "Meena" chatbot was trained on a full TPUv3 pod (2048 TPU cores) for **30 full days** - That's more than $1,400,000 of compute time to train this chatbot model. (! 100+ petaflops of sustained compute !) pic.twitter.com/BiPdTTG5E9
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hardmaru
@hardmaru
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3. velj |
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Diagrams of neural networks back when people still called them “artificial neural networks” looked more like biological neural networks. twitter.com/jeremyphoward/…
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Machine Learning Tokyo
@__MLT__
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2. velj |
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Monday is Math Day. 🧮
meetup.com/Machine-Learni…
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