Essential Guide to keep up with AI/ML/DL/CV
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.
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’
| machine_learning | MachineLearning | computervision | learnmachinelearning |
|---|
arXiv: open access to e-prints. Do not forget to install Fermat’s Library
| Computer Vision and Pattern Recognition | Artificial Intelligence | Learning | Neural and Evolutionary Computing | Computation and Language | Machine 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
Made With ML: stay up-to-date with trending projects organized by topics
Deep Learning Monitor: monitoring the research field you care about
42Papers: monitoring trending papers
ML Treats: monitoring trending blogs, papers, news
Youtube channels
Do not forget to install playback speed control to optimize your time.
Company research blogs
| Nvidia | Apple | OpenAI | DeepMind |
|---|
Quora
| Machine Learning | Computer Vision | Deep Learning | Reinforcement Learning |
|---|
Less active updates
| Google Scholar | ResearchGate | Distill |
|---|
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 Newsletter | Import AI (news) | arg min blog | Off the Convex Path (blog) | The Spectator (blog) | NLP News | The Batch | The Gradient | LyrnAI | Floydhub | AI Weekly Digest |
|---|