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awesome-ai-engineering-reads

Essential reads for every AI engineer interested in building AI apps.

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Last updated: 14 Mar 2024

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awesome-list 2,628 awesome 2,325 machine-learning 345 list 303 deep-learning 296 resources 236 hacktoberfest 206 awesome-lists 198 lists 163 python 161 javascript 139 security 121 computer-vision 108 blockchain 105 data-science 87 artificial-intelligence 86 nlp 78 ai 78 react 73 open-source 73 tools 71 android 66 natural-language-processing 66 chatgpt 66 curated-list 66 ethereum 62 learning 60 ios 60 linux 58 awesome-readme 57 devops 55 papers 54 css 53 reinforcement-learning 50 llm 50 nodejs 49 kubernetes 45 computer-science 45 game-development 44 awesome-resources 44 robotics 43 golang 42 tutorial 42 macos 41 privacy 40 frontend 40 design 39 bitcoin 39 large-language-models 39 java 38 paper 38 php 37 deep-neural-networks 37 datasets 37 openai 36 programming 36 cybersecurity 36 collection 36 web 35 cryptocurrency 35 development 35 books 35 cloud 35 dataset 34 rust 34 web3 33 go 33 hacking 33 swift 32 opensource 31 data 31 security-tools 30 education 30 neural-network 30 database 29 iot 29 gamedev 29 data-visualization 29 tutorials 28 research 27 vue 27 gpt 27 aws 27 html 26 community 26 tensorflow 25 libraries 25 free 25 collections 25 smart-contracts 25 architecture 25 courses 24 flutter 24 github 24 software 24 ruby 23 framework 23 solidity 23 paper-list 23 developer-tools 23 gpt-4 23 docker 23 typescript 22 game 22 bioinformatics 22 hardware 22 automation 22 algorithms 22 gpt-3 21 object-detection 21 games 21 defi 21 react-native 21 testing 21 video 21 reactjs 21 cpp 20 documentation 20 api 20 angular 19 science 19 audio 19 links 19 music 19 startups 19 graph-neural-networks 19 best-practices 19 survey 19 federated-learning 18 hacktoberfest-accepted 18 segmentation 18 serverless 18 software-engineering 18 windows 18 unity 18 self-supervised-learning 18 web-development 18 pytorch 18 awesomeness 18 embedded 18 csharp 18 dotnet 18 raspberry-pi 17 visualization 17 cryptography 17 ml 17 llms 17 computer-graphics 17 neural-networks 17 transformer 17 interview 17 productivity 17 awsome 17 microsoft 17 mobile 17 infosec 17 youtube 17 data-mining 17 knowledge-graph 17 data-analysis 16 kotlin 16 markdown 16 pentesting 16 apple 16 deeplearning 16 git 16 r 16 containers 16 programming-language 16 slam 16 cloud-computing 16 time-series 16 engineering 15 osint 15 front-end 15 django 15 ui 15 penetration-testing 15 roadmap 15 image-processing 15 c 15 crypto 15 azure 15 decentralized 15 multimodal 15 startup 14 deep-reinforcement-learning 14 jobs 14 big-data 14 cloud-native 14 opendata 14 cli 14 awsome-list 14 graph 14 graphql 14 guidelines 14 blogs 14 game-engine 14 machinelearning 14 mathematics 14 website 14 language 14 microservices 14 marketing 14 chinese 14 reverse-engineering 13 sql 13 python3 13 knowledge 13 chatbot 13 coding 13 vuejs 13 detection 13 webgl 13 optimization 13 statistics 13 self-hosted 13 multimodal-deep-learning 13 saas 13 autonomous-driving 13 autonomous-vehicles 13 stable-diffusion 12 mlops 12 podcast 12 bugbounty 12 llama 12 library 12 backend 12 bert 12 code 12 devsecops 12 generative-art 12 recommender-system 12 mysql 12 bash 12 speech-recognition 12 finance 12 representation-learning 12 gis 12 software-development 12 generative-adversarial-network 12 generative-ai 12 cms 12 wordpress 12 data-engineering 12 prompt-engineering 12 analytics 12 webassembly 12 ros 12 diffusion-models 12 distributed-systems 12 dart 12 svelte 12 resource 11 laravel 11 curated 11 cheatsheet 11 microservice 11 p2p 11 ecommerce 11 dapp 11 remote-sensing 11 hacktoberfest2020 11 automl 11 seo 11 algorithm 11 pwa 11 networking 11 pentest 11 technology 11 data-structures 11 elasticsearch 11 icons 11 monitoring 11 gan 11 mac 10 wasm 10 text-mining 10 telegram 10 performance 10 search-engine 10 model-compression 10 vscode 10 graphics-programming 10 malware-analysis 10 static-analysis 10 open-data 10 front-end-development 10 guide 10 articles 10 search 10 graphics 10 android-development 10 plugins 10 prompt 10 evm 10 storage 10 transfer-learning 10 hacktoberfest2021 10 course 10 android-library 10 oss 10 rails 10 unicorns 10 transformers 10 apps 10 question-answering 10 unity3d 10 point-cloud 10 dotnet-core 10 node 10 blog 10 terminal 10 foss 9 simulation 9 reddit 9 planning 9 js 9 command-line 9 frameworks 9 trading 9 conference 9 fuzzing 9 vision-and-language 9 react-components 9 webpack 9 readme 9 language-model 9 indonesia 9 podcasts 9 semantic-web 9 creative-coding 9 malware 9 design-systems 9 movies 9 quantum-computing 9 databases 9 fpga 9 sysadmin 9 vr 9 font 9 interpretability 9 authentication 9 interview-questions 9 projects 9 free-software 9 speech-processing 9 gpts 9 reading-list 9 quantization 9 ansible 9 book 9 swiftui 9 discord 9 pose-estimation 9 gaming 9 websites 8 ide 8 arduino 8 pruning 8 fairness 8 microservices-architecture 8 bookmarks 8 powershell 8 application 8 postgresql 8 gpu 8 spring-boot 8 erlang 8 3d-graphics 8 videos 8 vision-transformer 8 tracking 8 twitter 8 bsd 8 cross-platform 8 edge-computing 8 geospatial 8 nerf 8 augmented-reality 8 yolo 8 generative-model 8 json 8 learning-resources 8 static-site-generator 8 system-design 8 xai 8 sentiment-analysis 8 operating-system 8 in-context-learning 8 ubuntu 8 google 8 management 8 neural-architecture-search 8 multimodal-learning 8 privacy-tools 8 ux 8 xcode 8 korean 8 prometheus 8 few-shot-learning 8 cvpr 8 article 8 haskell 8 ctf 8 jupyter-notebook 8 leadership 8 chatgpt-api 8 text-to-image 8 blockchain-technology 8 cv 8 animation 8 programming-languages 8 anomaly-detection 8 hosting 8 art 8 developer 8 time-series-analysis 8 classification 8 machine-learning-algorithms 8 aigc 7 paas 7 leetcode 7 load-testing 7 fintech 7 gpt4 7 sre 7 earth-observation 7 map 7 checklist 7 tips 7 knowledge-base 7 curated-lists 7 infrastructure-as-code 7 bots 7 domain-adaptation 7 explainable-ai 7 interview-preparation 7 network 7 3d 7 chemistry 7 email 7 reference 7 open-science 7 opengl 7 speech 7 unsupervised-learning 7 3d-vision 7 hacking-tools 7 adversarial-machine-learning 7 production 7 wordpress-plugin 7 maps 7 webcomponents 7 reasoning 7 awesome-go 7 distributed-computing 7 golang-library 7 infrastructure 7 guides 7 conferences 7 speech-to-text 7 image-classification 7 spark 7 rest-api 7 chinese-translation 7 cheatsheets 7 software-architecture 7 physics 7 writing 7 meta-learning 7 ionic 7 nginx 7 hacks 7 healthcare 7 applications 7 flutter-apps 7 drug-discovery 7 flutter-examples 7 climate-change 7 npm 7 notes 7 code-generation 7 selfhosted 7 social-network 7 gcp 7 nosql 7 beginner-friendly 7 ui-design 7 btc 7 adversarial-attacks 7 flask 7 vulnerabilities 7 semantic-segmentation 7 k8s 7 terraform 7 forensics 7 minecraft 7 lightning-network 7 research-paper 6