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Principles of #DeepLearning Theory—Theoretical & Mathematical Foundations See 471-page PDF Draft: arxiv.org/abs/2106.10165 -or- Buy new: amzn.to/3qoqmS5 ——— #DataScience #AI #MachineLearning #NeuralNetworks #LinearAlgebra #Algorithms #Mathematics #Calculus #DataScientists
All the Math You Missed (But Need to Know for Graduate School) [2nd Edition]: amzn.to/3JAodqk —————— #Mathematics #LinearAlgebra #Calculus #Topology #NumberTheory #Combinatorics #Algorithms #AnalyticGeometry
Physics-based #DeepLearning [287-page PDF]: arxiv.org/abs/2109.05237 Learn more: physicsbaseddeeplearning.org ————— #AI #MachineLearning #DataScience #Physics #NeuralNetworks #Algorithms #Mathematics #ReinforcementLearning
👉 Machine Learning with Graphs ny @Stanford Learn some of the latest graph techniques in machine learning: 💹 PageRank 📈 Matrix Factorizing 📊 Node Embeddings 📉 Graph Neural Networks 〽️ Knowledge Graphs
How does OAuth 2.0 Work? OAuth 2.0 is an authorization framework that enables applications to access a user’s data on another service (like Facebook or GitHub) without sharing the user’s password. It’s essentially a digital handshake between the app, service, and user, with…
Network protocols function as the main pillars that enable communication between devices over a network. Understanding major networking protocols is important for developers. However, there are a lot to remember. Here's a break down some of the most important ones:
OpenCopilot is at 4.2K GitHub stars! ⭐⭐ github.com/openchatai/Ope… It's a way to let your product's users chat with your product functionality and execute stuff by text, a kind of custom AI copilot. & We released a lot of cool things. Mostly, The could version now is much more…
🤖 Reinforcement Learning Lecture Series by @DeepMind This Deep Learning Lecture Series on Reinforcement Learning is a collaboration between DeepMind and the UCL Centre for Artificial Intelligence. 🔗youtube.com/playlist?list=…
👉 From Zero to AI Research Scientist Full Resources Guide This guide is for anybody with basic programming knowledge interested in becoming a Research Scientist in Deep Learning and NLP. 🔗 github.com/ahmedbahaaeldi…
Practical #MachineLearning for #ComputerVision — End-to-End ML for Images: amzn.to/4ajfVSf ———— #BigData #DataScience #AI #DeepLearning #NeuralNetworks
The original train-test split has one major issue: You only have one chance! But Cross-validation solves this problem. Here it is clearly explained 🔽 Instead of one training set and model, in cross-validation, the data is divided into many groups, and multiple models are…
🔘 @MIT Deep Learning in Life Sciences A course introducing foundations of ML for applications in genomics and the life sciences more broadly. 🔗 Course ➡️ youtube.com/playlist?list=… 🔗 Materials ➡️ mit6874.github.io
Residuals (Lesson 5 of 24): Residuals are the key to improving model performance. But it took me 5 years to figure this out. In 5 minutes, I'll share what took me 5 years to figure out. Let's go. 1. What are residuals? In statistics and machine learning, "residuals" refer to the…
Download 698-page PDF >> Everything You Always Wanted To Know About Mathematics* (*But didn’t even know to ask) A Guided Journey Into the World of Abstract Mathematics and the Writing of Proofs: math.cmu.edu/~jmackey/151_1…
What is Retrieval-Augmented Generation (RAG)? We will discuss: - The origins of RAG - The LLM's limitations that it tries to fix - Its architecture - Why is it so popular Bonus: A list of open-source tools for RAG implementation! turingpost.com/p/rag
If you want to MASTER chatGPT; Learn prompt engineering. Here are 5 prompt frameworks that will help you UNLOCK the full potential of chatGPT:
@rowancheung We have 15,000+ GPT’s and 40,000+ shared AI conversations. You can upload videos and additional instructions and see how others have used the GPT’s through viewing shared conversations using those GPT’s. It’s Free! x.com/danbrownusa/st…
@rowancheung We have 15,000+ GPT’s and 40,000+ shared AI conversations. You can upload videos and additional instructions and see how others have used the GPT’s through viewing shared conversations using those GPT’s. It’s Free! x.com/danbrownusa/st…
@ConsensusNLP 9. Healthy Chef GPT A straightforward recipe and nutrition advisor built right into ChatGPT. Link: supertools.therundown.ai/content/health… x.com/DaniAcostaAI/s…
@ConsensusNLP 9. Healthy Chef GPT A straightforward recipe and nutrition advisor built right into ChatGPT. Link: supertools.therundown.ai/content/health… x.com/DaniAcostaAI/s…
Stanford CS25 - Transformers United Great set of lectures on advanced applications and topics related to Transformers. My favorite lectures are the ones on common sense reasoning and generalist agents in open-ended worlds. Some of the lectures are a bit old now but the…
Are you teaching a deep learning course this semester? In addition to the other resources on the book website (udlbook.com), I've recently added my Powerpoint slides for a 20 lecture 2nd year undergraduate course. Follows the book closely.

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8K Followers 851 Following We fixed Ethereum by putting it on Solana 😳😳 ca: 4EqmCRdEqcv8YPvQ77NuhuFQufHaBFM6XHGxPuachgLW
Into The Cryptoverse @ITC_Crypto
56K Followers 5 Following Sign up for the weekly ITC Newsletter—and every month—a person will be selected to receive a free month of ITC Premium Pro!
Vitaliy Podolskiy @onlyapps_org
913 Followers 298 Following Senior iOS Software Engineer. I’m a Swift enthusiast and a Swift development teacher. Focused on SwiftUI desktop apps lately. Run a small software company.
Stanford AI Lab @StanfordAILab
211K Followers 332 Following The Stanford Artificial Intelligence Laboratory (SAIL), a leading #AI lab since 1963. ⛵️🤖 Emmy-winning video: https://t.co/lV9smZTC1m
Together AI @togethercompute
50K Followers 387 Following AI pioneers train, fine-tune, and run frontier models on our GPU cloud platform.
Danqi Chen @danqi_chen
17K Followers 785 Following Associate professor @princeton_nlp @princetonPLI @PrincetonCS. Previously: @facebookai, @stanfordnlp, @Tsinghua_Uni https://t.co/hLXgShMIPE
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25K Followers 402 Following professor at Stanford, researcher at NVIDIA, adventurer at heart
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5K Followers 903 Following CS PhD student @Princeton @Princeton_nlp @PrincetonPLI working on language models. Previously: @Tsinghua_Uni @TsinghuaNLP
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151K Followers 228 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
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37K Followers 565 Following Assistant professor at Stanford; Co-founder of Voyage AI (https://t.co/wpIITHLgF0) ; Working on ML, DL, RL, LLMs, and their theory.
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22K Followers 664 Following AI researcher. Interested in Reasoning, Multimodal. I direct TIGER-Lab. Author of PoT, MMMU, MMLU-Pro, MAmmoTH, LongRAG, MAP-Neo, YuE, VL-Rethinker
Denny Zhou @denny_zhou
21K Followers 541 Following Founded & lead the Reasoning Team in Google Brain (now part of Google DeepMind). Build LLMs to reason. Opinions my own.
Demi Guo @demi_guo_
24K Followers 820 Following Co-founder & CEO @pika_labs | ex @StanfordAILab @Harvard
Santiago @svpino
424K Followers 515 Following Computer scientist. I teach hard-core AI/ML Engineering at https://t.co/THCAAZcBMu. YouTube: https://t.co/pROi08OZYJ
AK @_akhaliq
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abhishek @abhi1thakur
93K Followers 972 Following AI and ML, ex-Hugging Face, World's First 4x GM @kaggle, YouTube 100k+: https://t.co/BHnem8fTu5
MIT CSAIL @MIT_CSAIL
326K Followers 21K Following MIT's Computer Science & Artificial Intelligence Laboratory (CSAIL). Media Inquiries: [email protected] Check out the latest CSAIL content ⬇️
Towards Data Science @TDataScience
244K Followers 2K Following The world's leading publication for data science and artificial intelligence professionals. Submit an Article ✍️ https://t.co/57pIMegK1o
Ronald van Loon @Ronald_vanLoon
340K Followers 165K Following Helping AI driven companies generate value•Top10Influencer #AI #BigData #DataScience #IoT #MachineLearning #Analytics #Cloud
Bojan Tunguz @tunguz
252K Followers 8K Following ML ex Nvidia. Creator of @trainxgb. Data Scientist. Physicist. Catholic. Husband. Father. Stanford Alum. Memelord. e/xgb. AMDG.
Jim Fan @DrJimFan
325K Followers 3K Following NVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.
Marktechpost AI Dev N... @Marktechpost
10K Followers 1K Following 🐝 AI Dev News Platform (1 million+monthly traffic) | 100 k+ ML subreddit | Contact: [email protected]
Lior⚡ @LiorOnAI
106K Followers 2K Following Covering the latest in AI development • ML Eng since 2017 • Building @AlphaSignalAI into the #1 source of news for AI devs → At 250k users.
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5K Followers 23 Following The LLMOps platform behind the fastest-growing AI companies. AI Gateway + LLM Observability. Fully open-source. Fastest on the market.
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53K Followers 6K Following #DeepMind Professor of #AI @UniofOxford / Director #AITHYRA / Chief Scientist @vant_ai / https://t.co/kZpGpDzYeV (opinions are mine) 🤖🧪🧬🎶🐎
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108K Followers 519 Following Researcher (now: Meta. ex: OpenAI, DeepMind, Brain, RWTH Aachen), Gamer, Hacker, Belgian. Anon feedback: https://t.co/xe2XUqkKit ✗DMs → email
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41K Followers 555 Following Senior Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Assoc @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦
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Delip Rao e/σ @deliprao
61K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈