fast.ai @fastdotai
Deep learning R&D: https://t.co/cGBcDU8wJ9; Education: https://t.co/bNXBttRAuR; Software: https://t.co/0z7Ws3SHDt; Book: https://t.co/lVEDyioBtg; @math_rachel @jeremyphoward fast.ai Joined October 2016-
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We just released a new version of fastai that's now compatible with the latest @PyTorch 2.2. h/t @benjamin_warner Either: "pip install -U fastai" or "conda install -c fastai fastai" to upgrade.
My @fastdotai cofounder @math_rachel has been studying immunology for the last couple of years, & she's discovered some fascinating opportunities for AI in immunology. Her new post summarises recent research on using AI/ML to uncover immune cell networks fast.ai/posts/2024-01-…
Last year, @HamelHusain (re) taught me a super power 🙏 “If you sincerely spend 3 hours everyday learning a new topic In 6 months, you’ll be really far ahead” This is something we learned in @fastdotai that Hamel reminded me when I expressed my imposter scare of LLMs
@jeremyphoward @fastdotai Soooo proud to be @fastdotai alumni 👨🎓 I was stuck in math previously. @fastdotai guided me into right direction. Can’t imagine only 2 months after the course, I co-founded startup with Fast.ai Alumni and won $10,000 check 🌻🚀
Second notebook "Detect Sleep States" @kaggle competition is done 🎃 it contains: ▫️ EDA & visuals of time series data ▫️ sleep representations using spectrograms ▫️ time feature engineering using @fastdotai ▫️ @weights_biases tracking for datasets and visuals 📍Link to…
I am so excited to see @jeremyphoward as a guest on @latentspacepod. The @fastdotai book and course helped to get me started with deep learning and also brought together an excellent community of fellow learners.
I am so excited to see @jeremyphoward as a guest on @latentspacepod. The @fastdotai book and course helped to get me started with deep learning and also brought together an excellent community of fellow learners.
New fastai release with a handful of items+fixes from yours truly. Including adding support for bfloat16 mixed precision training. Release has fixes from multiple new & returning contributors. Minimum versions of Python & PyTorch were increased to 3.8 and 1.10, respectively.
New fastai release with a handful of items+fixes from yours truly. Including adding support for bfloat16 mixed precision training. Release has fixes from multiple new & returning contributors. Minimum versions of Python & PyTorch were increased to 3.8 and 1.10, respectively.
Wtf this magic by @fastdotai . Very convenience.
Anki cards for @fastdotai v4 course are here! (all 8 lectures) github.com/radekosmulski/… These are based off questions from aiquizzes.com
As a co-leader of the Deep Learners Study Group on the @fastdotai Discord, I'm excited to announce our group is now free format! Join us every Saturday at 12:00 UTC, regardless whether you're doing fastai Course Part 1 or 2, and share your progress! discord.gg/GTRaG4tb6c?eve…
Good list - but another, often better way is to "consumption drive" your learning so you don't give up halfway. Figure out the problem you want to solve, and then learn what you need to learn to solve it. I recommend @fastdotai by @jeremyphoward
Good list - but another, often better way is to "consumption drive" your learning so you don't give up halfway. Figure out the problem you want to solve, and then learn what you need to learn to solve it. I recommend @fastdotai by @jeremyphoward
It’s cool to me how many @fastdotai alums are working on LLM stuff now. It’s a real testament to how the course didn’t just teach us specific knowledge but also a practical, problem-solving approach to ML rooted in open source (And I’ve been seeing @jeremyphoward in Discord too!)
GPU rich vs poor: Remember DAWNBench? @fastdotai blew away the leaderboard using dramatically less compute and less time GPU abundance can actually become a weakness fast.ai/posts/2018-04-…
A few months ago as part of Walk with @fastdotai, I did a presentation discussing @huggingface Accelerate. This talked about what the framework is, its layers, and how to utilize it best for your problems. Today I've made this lecture public: youtu.be/eLWge4UZJnM
AI Safety and the Age of Dislightenment by @jeremyphoward from @fastdotai fast.ai/posts/2023-11-…
Are you feeling overwhelmed by the hype surrounding GPT/Palm/Claude/LLM? Do you want to establish a solid foundation in AI/ML? I highly recommend starting with the @fastdotai course. If you're a software engineer with no ml background, here's the plan:
Can almost wholly attribute my career switch from medicine/bio -> ML to @jeremyhoward & @fastdotai. The team's dedication to accessible, cutting-edge learning has empowered many (like me!) to venture into new domains. Many thanks for democratizing knowledge and transforming…
Can almost wholly attribute my career switch from medicine/bio -> ML to @jeremyhoward & @fastdotai. The team's dedication to accessible, cutting-edge learning has empowered many (like me!) to venture into new domains. Many thanks for democratizing knowledge and transforming…
I'm so excited to see part 2 of @fastdotai publically released. Back in 2018 their course made deep learning accessible for me and now it's my main research area. I can't recommend this course and the work of @jeremyphoward enough!
I'm so excited to see part 2 of @fastdotai publically released. Back in 2018 their course made deep learning accessible for me and now it's my main research area. I can't recommend this course and the work of @jeremyphoward enough!
Our new course, "From Deep Learning Foundations to Stable Diffusion", is finally done after 8 months of work!!! With >30 hours of video content (all free, no ads!), you'll learn how to create and train a Stable Diffusion model starting from pure Python 🧵 fast.ai/posts/part2-20…
My main takeaway from taking the @fastdotai course so far.
Sebastian Raschka @rasbt
267K Followers 906 Following Machine learning & AI researcher writing at https://t.co/A0tXWzG1p5. LLM research engineer @LightningAI. Previously stats professor at UW-Madison.AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80GxMark Tenenholtz @marktenenholtz
114K Followers 543 Following Head of AI @PredeloHQ. XGBoost peddler, transformer purveyor.Jeremy Howard @jeremyphoward
222K Followers 5K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Hon Professor: @UQSchoolITEE ; Digital Fellow: @StanfordPyTorch @PyTorch
379K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundationSoumith Chintala @soumithchintala
186K Followers 883 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.Jean de Nyandwi @Jeande_d
38K Followers 773 Following Deep Learning, Vision 🤍 Language, Multimodal LLMs • AI Education • CMU Research blog: https://t.co/1BEFLZAqe7 ML Pack: https://t.co/7PkTyDvuriChris Albon @chrisalbon
86K Followers 2K Following Director of Machine Learning at the Wikimedia Foundation. We host Wikipedia.TuringPost @TheTuringPost
62K Followers 16K Following Newsletter exploring AI & ML - Weekly trends - LLM/FM insights - Unicorn spotlights - Global dynamics - History Led by @kseniase_ Elevate your AI game 👇🏼Radek Osmulski 🇺�.. @radekosmulski
25K Followers 555 Following Resources to take your Machine Learning skills to the next level 🧪 Senior Data Scientist, RecSys @NVIDIAAI 🏫 @fastdotai trained DL Eng 📝 https://t.co/By87iXx5PuPau Labarta Bajo @paulabartabajo_
45K Followers 222 Following The Real-World ML guy | Learn to build real-world ML apps at https://t.co/xWr8Hm8zI5merve @mervenoyann
56K Followers 4K Following open-sourceress at @huggingface 🧙🏻♀️ proud mediterrenean 🍋 I do TL;DR on ML papersSanyam Bhutani @bhutanisanyam1
35K Followers 994 Following 👨💻 Sr Data Scientist @h2oai | Previously: @weights_biases 🎙 Podcast Host @ctdsshow 👨🎓 International Fellow @fastdotai 🎲 Grandmaster @KaggleTanishq Mathew Abraha.. @iScienceLuvr
54K Followers 1K Following PhD at 19 | Founder and CEO at @MedARC_AI | Research Director at @StabilityAI | @kaggle Notebooks GM | Biomed. engineer @ 14 | TEDx talk➡https://t.co/xPxwKTq6QbKosta Derpanis @CSProfKGD
48K Followers 197 Following #CS Associate Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, #CVPR2024/#ECCV2024 Publicity Co-chairHamel Husain @HamelHusain
23K Followers 2K Following Researcher focusing on LLMs: https://t.co/iVZDFdIQiE Previously, dev tools and infra for ML. Ex @Github, @Airbnb, @DataRobot. @fastdotai core contributor.clem 🤗 @ClementDelangue
91K Followers 5K Following Co-founder & CEO @HuggingFace 🤗, the open and collaborative platform for AI buildersOmar Sanseviero @osanseviero
31K Followers 2K Following Chief Llama Officer @huggingface 🦙 Founder @AI_Learners. Xoogler (SWE @Google Assistant, 20% PM TF Graphics). 100% Hacker Llama🇵🇪🇲🇽Hamza Essahbaoui @HamzaEssahbaoui
81 Followers 502 Following I build software, I sell and write. From a human to humains. ☪️Emm @emmanuel_2m
32K Followers 6K Following Co-founder & CEO at https://t.co/7ElrGjg10n 🚀 | Craft unique and style-consistent game assets with custom-trained AI models 👾 | #GenAI #Gaming @scenario_ggNadir Aqdus @NadirAqdus
15 Followers 411 FollowingJunwu Zhou @junwuzhou
2 Followers 28 FollowingE @Eutherious
291 Followers 705 FollowingNorbert Biedermann @ .. @NJBiedermann
589 Followers 3K Following VIsionary - Expert (@LinkedIn) - Online Research ProfessionalErin Frick @Erin_E_Frick
105 Followers 391 Following Advertising Specialist @X https://t.co/nqn6K9UWPSJosh @jburnsblack
127 Followers 178 FollowingN @NS18091995
49 Followers 127 FollowingSilentDotech @SilentDotech
48 Followers 220 FollowingEmanrokaalikhadija Em.. @Englishprof37
18 Followers 30 Followingshug fish @speakswithsands
40 Followers 305 FollowingNeuralNetNinja @DeepLearnQuest
10 Followers 161 Following curious. documenting my deep learning journey.Al Buterol @alanbuterol
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6 Followers 46 Following I offer insights on making your career and business AI-proofJames Lynn @jameslynn
4K Followers 3K Following Graphic designer and web developer living in San Juan, Puerto Rico. Tech blogger https://t.co/RftF8tL2jP https://t.co/kLmTwbJWM9 #CoffeeLoversClubjames Ward @jamesWa36399985
0 Followers 40 FollowingParthasarathy Bakthav.. @bpaarthu
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2 Followers 18 FollowingAmir Ebrahimi @Amir_T_E
23 Followers 314 Following Biotech student@University of Tehran Interested in Graphs, ML, Systems and Synthetic BiologyJohann Gyger @johanngyger
1K Followers 946 Following Expert Software Architect & Cloud Consultant | Co-Founder https://t.co/sJFtKVBsi0 | CNCF Ambassador https://t.co/CDo9VX2jIN | #ActOnClimateManish Seal @seal_manis9
1 Followers 52 FollowingTylorvin @Tylorvin193618
8 Followers 40 Followingkevin @mediocrelychee
658 Followers 2K Following dropped out of @usc to build a notes app ➡️ stay tuned for Bliss launch this MayBryant Luong @bryant_luong
1 Followers 1K FollowingAICircle.ai @aicircle90292
4 Followers 117 Following Stay updated on the latest AI trends, news, and developments. Join us on the journey of learning and and innovation in the world of artificial intelligence. #AILuan Gabriel @luanggabriel
35 Followers 136 Following Cientista de Dados @ Buser. https://t.co/mKcW5L6L3nStephen Muriithi @Skautosales
225 Followers 424 Following A car dealer and Enthusiast. Buying// selling used and new cars // Trade-in as well as selling on behalf at a fee. We are on Fb @s&kautosalesoluwashow @oluwashow
225 Followers 1K Following Excellent Predictor Green Ticket 💚 🎫 Handsome Sweet Talker, Punter, Football Fan⚽Yann LeCun @ylecun
711K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Sebastian Raschka @rasbt
267K Followers 906 Following Machine learning & AI researcher writing at https://t.co/A0tXWzG1p5. LLM research engineer @LightningAI. Previously stats professor at UW-Madison.Jeremy Howard @jeremyphoward
222K Followers 5K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Hon Professor: @UQSchoolITEE ; Digital Fellow: @StanfordPyTorch @PyTorch
379K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundationHugging Face @huggingface
344K Followers 189 Following The AI community building the future. https://t.co/VkRPD0VKaZ #BlackLivesMatter #stopasianhateHamel Husain @HamelHusain
23K Followers 2K Following Researcher focusing on LLMs: https://t.co/iVZDFdIQiE Previously, dev tools and infra for ML. Ex @Github, @Airbnb, @DataRobot. @fastdotai core contributor.Thomas Wolf @Thom_Wolf
68K Followers 4K Following Co-founder and CSO @HuggingFace - open-source and open-scienceAnswer.AI @answerdotai
1K Followers 81 Following A new kind of AI R&D lab which creates practical end-user products based on foundational research breakthroughsBrian Brackeen @BrianBrackeen
28K Followers 3K Following Investor @lightshipcap Organizer @BlackTechWeek Investing in minority founders & funders. ONLY Pitch me via our website - https://t.co/b4CrKWAobLNick Erickson @innixma
777 Followers 74 Following Author & Lead Developer of @AutoGluon : https://t.co/foLauqqWWe Senior Scientist at AWS AI #autogluon #automl #opensourceAntonin SUMNER @BBrainkite
270 Followers 493 Following was an architect, now Computer Vision Research EngineerAurélien Geron @aureliengeron
28K Followers 334 Following Author of the book Hands-On #MachineLearning with #ScikitLearn, #Keras and #TensorFlow. Former PM of #YouTube video classification. Founder of telco operator.spaCy @spacy_io
26K Followers 11 Following Open-source library for industrial-strength Natural Language Processing in Python by @explosion_ai 💥 💌 Work with us: https://t.co/pcFe98mywbEdward Z. Yang @ezyang
10K Followers 970 Following I work on PyTorch at Meta. Chatty alt at @difficultyang. Mastodon @[email protected]Rachel Thomas @math_rachel
98K Followers 760 Following MS Immunology student | Past: cofounder @FastDotAI, director USF Center Applied Data Ethics, math PhD | she/herThe First-Time Machine Learning Playbook. (Read this if you want to efficiently learn machine learning, avoid frustration from searching for resources, and build a career in ML.) #Ship30For30 #ML #MachineLearning
@timClicks @launchschool and @fastdotai changed the path of my life and career
Earlier this year we built out an open-source project at @CrowdCent for @numerai pipelines called NumerBlox (github.com/crowdcent/nume…). @fastdotai's nbdev greatly simplified our development cycle. Check out this new tutorial if you want to learn more about notebook development.
Wanna try #nbdev but don't know where to start? @HamelHusain & I have just recorded a step-by-step walk-thru. We show, from scratch, how to build a complete Python project including documentation website, modules, pip installer, README, etc. In 90 mins! youtu.be/l7zS8Ld4_iA
The live-coding with Jeremy encouraged someone like me who is brown-coloured and comes from India to muster courage to attend by turning my video on. This may feel like a small thing to many, yet I think it's a small testimonial of how @fastdotai community encourages diversity.
Full of respect, hope and love for the world when I see this kind of teaching, giving and sharing happening, especially when it's covering the basics that most are afraid to admit that they don't already know of, and when it's NOT coming from a place of ego and vain
What a month! Glad to hear that the course that brought me into deep learning is still up to date #arcaneGan was based on @fastdotai superres Gan lesson from 2019's v3 course :D Can't even imagine what goodies it has now!
After 2 years, Practical Deep Learning for Coders v5 is finally ready! 🎊 This is a from-scratch rewrite of our most popular course. It has a focus on interactive explorations, & covers @PyTorch, @huggingface, DeBERTa, ConvNeXt, @Gradio & other goodies 🧵 course.fast.ai
Great news 🎉! In the newest release of @neptune_ai + @fastdotai integration, I fixed two bugs: • Skip `vocab` attribute for models that don't have it. (#28) • Support custom losses other than `BaseLoss`. (#29) GH: github.com/neptune-ai/nep…
Announcing decoder denoising pretraining for semantic segmentation: arxiv.org/abs/2205.11423 Take a U-Net, pretrain the encoder on classification, pretrain the decoder on denoising, and fine-tune on semantic segmentation. This achieves a new SoTA on label efficient segmentation.
@waydegilliam Thanks. The format is combination of Tufte-Jekyll github.com/clayh53/tufte-… and Swiss github.com/broccolini/swi… with a bunch of additions, customizations, and modifications. Some copied from fastpages.
This week I wanted to really make sure I grasped what was going on in ch 4 of the @fastdotai book, so I put my study hat on. 🤓 Writing helps me understand so I split the things I learned into separate blog posts. I reimplemented the methods with the Fashion MNIST dataset.
I am happy to announce that our paper with @sanatsharma98, @jayantkm - LayoutBERT: Masked Language Layout Model for Object Insertion is accepted to CVPR AI4CC workshop. arxiv.org/pdf/2205.00347…
These tricks from @fastdotai Imagenette help me on top of this Kaggle competition kaggle.com/competitions/k… !!!
Just started as an Applied Machine Learning Researcher at @Novettasol ! My career arc has gone from Business roles -> Dance instruction and now -> Machine Learning researcher How did I change disciplines? @fastdotai courses + tinkering with stuff + blogging + keep at it
If you're looking for the best resources to prepare for ML interviews in 2020, Here's a wiki from the @fastdotai forums: forums.fast.ai/t/wiki-2020-ml… Also, all contributions are welcomed!
Quick Python debugging tip: if you're debugging a command-line app which isn't run by typing "python ..." you can drop into a debugger if it hits an exception like this: $ python -i $(which my-click-app) >>> from pdb import pm; pm() (Pdb) ... til.simonwillison.net/til/til/python…
Thank you everyone for your patience - our new deep learning MOOC is here! Includes 5 lessons diving into the foundations with @PyTorch, and 2 lessons (co-taught with @clattner_llvm) building a new deep learning library in #swift fast.ai/2019/06/28/cou…