Essential Guide to keep up with AI/ML/DL/CV

January 18, 2025 · View on GitHub

These fields are booming these days. In order not to become rusty, one has to constantly follow the updates. Here is the essential guide on how to keep up with the important news/papers/discussions/tutorials. This guide is by no means an exhaustive one so contributions are truly welcome.

Connect to your local communities

Due to multiple reasons, there are various country-based communities. Connect to your local communities to participate in constructive discussions, raising questions, and local meetings.

CountryLinks
ArgentinaInteligencia Artificial Argentina
AzerbaijanAzerbaijan Data Science Society
BrazilML, DL, BD - Brasil and IA & DL Brasil
CanadaMontreal.AI and QuebecAI
Czech RepublicMLMU-Prague and MLMU-Brno
EgyptEgyptian Machine Learning Geeks
GermanyML-KA (Karlsruhe) and Machine Learning Munich
UKLondon.AI, AI,ML, and DL, AI in NI
FranceParis.AI
IndiaIDLI: Indian Deep Learning Initiative
IndonesiaMachine Learning Indonesia, Big Data Indonesia, and DataScience Indonesia
IsraelML&DL and Q&A subgroup
Italyaixia and IA-Gov
LatviaRiga DS Club and Riga AI, Machine Learning and Bots
MalaysiaTensorFlow & Deep Learning Malaysia and Machine Learning Malaysia
MexicoData Science y Machine Learning en Mexico
NetherlandsMLNL, DLAI, Amsterdam AIDL, PyData Amsterdam and Amsterdam Data Science
PakistanPakistan.ai Page, Pakistan.ai Group, MLPK Page, MLPK Group, and Karachi.ai
PeruMachine Learning Peru
PolandWarsaw.AI, Data Science po polsku
PortugalDL Sessions
RussiaOpen Data Science
SlovakiaMLMU-Bratislava and MLMU-Košice
SpainMadrid ML Meetup
South KoreaAI Korea (Deep Learning), TensorFlow KR, and PyTorch KR
SwedenStockholm AI
SwitzerlandZurich ML and SwissAI
TurkeyYapay Zekâ
UkraineArtificial Intelligence, Computer Vision and Odessa DS
VietnamMachine Learning cơ bản and FB page

The table above lists well-established communities committed/suggested by their members. Additionally, make sure to visit CITY.AI that organizes get-togethers to connect to your local AI communities (40+ cities available).

Bookmarks to ‘Run on Start’

Reddit

machine_learningMachineLearningcomputervisionlearnmachinelearning

arXiv: open access to e-prints. Do not forget to install Fermat’s Library

Computer Vision and Pattern RecognitionArtificial IntelligenceLearningNeural and Evolutionary ComputingComputation and LanguageMachine Learning

Arxiv Sanity: beautiful interface plus other features for interacting with arXiv

CatalyzeX: easily find open-source code implementations for papers (chrome extension and firefox extension also available that automatically find and show code for papers anywhere online)

ShortScience: post-publication discussion

PapersWithCode: space to share papers with open-source implementation

TaggerNews (HackerNews with tags of interest filter)

DataTau: HackerNews for data scientists

AITopics: collection of info about research, people, and applications of AI

Deep Learning Monitor: monitoring the research field you care about

Youtube channels

3Blue1BrownTwo Minute PapersRobert MilesArxiv InsightsAurélien GéronPreserve KnowledgeLex FridmanYannic KilcherLeo IsikdoganAmii IntelligenceSimons InstituteCodeEmporiumHenry AI LabsStatQuestbycloudWhat's AIThe AI EpiphanyAI Coffee Break

Do not forget to install playback speed control to optimize your time.

Company research blogs

GoogleFacebookNvidiaAppleOpenAIDeepMind

Quora

Machine LearningComputer VisionDeep LearningReinforcement Learning

Less active updates

Google ScholarResearchGateDistill

Twitter

Usually, important news is disseminated pretty fast on Twitter and often shared by many. Find people of interest and follow them.

Blogs/Newsletters

Inside AI (news)The Morning Paper (paper summaries)inFERENCe (opinion on things)PyImageSearch (tutorials)O'Reilly Artificial Intelligence NewsletterImport AI (news)arg min blogOff the Convex Path (blog)The Spectator (blog)NLP NewsThe BatchThe GradientLyrnAIFloydhubAI Weekly Digest

Podcasts

Talking MachinesTWIMLLinear DigressionsData SkepticNot so standard deviationsPractical AIDeepMind podcastThe AI Podcast(by NVIDIA)AI podcastTalkRLMachine Learning GuideCasual InferenceAI2Learning Machines 101NLP HighlightsBetancourting DisasterNo BiASChai Time Data ScienceBrain Inspired