Data Science by ODS.ai 🦜

Logo of telegram channel opendatascience — Data Science by ODS.ai 🦜
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Logo of telegram channel opendatascience — Data Science by ODS.ai 🦜
Topics from channel:
Book
جان
Comix
Dl
جان
Openai
Gpt
Dalle
Python
Opensource
All tags
Channel address: @opendatascience
Categories: Technologies
Language: English
Subscribers: 48.41K
Description from channel

First Telegram Data Science channel. Covering all technical and popular staff about anything related to Data Science: AI, Big Data, Machine Learning, Statistics, general Math and the applications of former. To reach editors contact: @opendatasciencebot

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The latest Messages 7

2022-01-06 14:06:42 Highly accurate protein structure prediction with AlphaFold
Anna Potapenko @DeepMind

Predicting a protein’s structure from its primary sequence has been a grand challenge in biology for the past 50 years, holding the promise to bridge the gap between the pace of genomics discovery and resulting structural characterization. In this talk, we will describe work at DeepMind to develop AlphaFold, a new deep learning-based system for structure prediction that achieves high accuracy across a wide range of targets. We demonstrated our system in the 14th biennial Critical Assessment of Protein Structure Prediction (CASP14) across a wide range of difficult targets, where the assessors judged our predictions to be at an accuracy “competitive with experiment” for approximately 2/3rds of proteins. The talk will cover both the underlying machine learning ideas and the implications for biological research.




2.9K views11:06
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2022-01-04 14:15:32 Data Science by ODS.ai pinned « Hi! We are the first Telegram Data Science channel. Channel was started as a collection of notable papers, news and releases shared for the members of Open Data Science (ODS) community. Through the years of just keeping the thing going we grew to an independent…»
11:15
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2022-01-04 14:15:29 Hi!

We are the first Telegram Data Science channel.


Channel was started as a collection of notable papers, news and releases shared for the members of Open Data Science (ODS) community. Through the years of just keeping the thing going we grew to an independent online Media supporting principles of Free and Open access to the information related to Data Science.


Ultimate Posts

* Where to start learning more about Data Science. https://github.com/open-data-science/ultimate_posts/tree/master/where_to_start
* @opendatascience channel audience research. https://github.com/open-data-science/ods_channel_stats_eda


Open Data Science

ODS.ai is an international community of people anyhow related to Data Science.

Website: https://ods.ai



Hashtags

Through the years we accumulated a big collection of materials, most of them accompanied by hashtags.

#deeplearning #DL — post about deep neural networks (> 1 layer)
#cv — posts related to Computer Vision. Pictures and videos
#nlp #nlu — Natural Language Processing and Natural Language Understanding. Texts and sequences
#audiolearning #speechrecognition — related to audio information processing
#ar — augmeneted reality related content
#rl — Reinforcement Learning (agents, bots and neural networks capable of playing games)
#gan #generation #generatinveart #neuralart — about neural artt and image generation
#transformer #vqgan #vae #bert #clip #StyleGAN2 #Unet #resnet #keras #Pytorch #GPT3 #GPT2 — related to special architectures or frameworks
#coding #CS — content related to software engineering sphere
#OpenAI #microsoft #Github #DeepMind #Yandex #Google #Facebook #huggingface — hashtags related to certain companies
#productionml #sota #recommendation #embeddings #selfdriving #dataset #opensource #analytics #statistics #attention #machine #translation #visualization


Chats

- Data Science Chat https://t.me/datascience_chat
- ODS Slack through invite form at website

ODS resources

* Main website: https://ods.ai
* ODS Community Telegram Channel (in Russian): @ods_ru
* ML trainings Telegram Channel: @mltrainings
* ODS Community Twitter: https://twitter.com/ods_ai

Feedback and Contacts

You are welcome to reach administration through telegram bot: @opendatasciencebot
2.6K viewsedited  11:15
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2022-01-03 18:50:07
The Illustrated Retrieval Transformer
by @jayalammar

The latest batch of language models can be much smaller yet achieve GPT-3 like performance by being able to query a database or search the web for information. A key indication is that building larger and larger models is not the only way to improve performance.


http://jalammar.github.io/illustrated-retrieval-transformer/

#nlp #gpt3 #retro #deepmind
2.3K viewsedited  15:50
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2022-01-03 17:16:21 2021 WrapUps and Summaries


Those are two technical posts summarizing the progress which were published during 2021.

Papers with Code 2021 : A Year in Review post by Papers with Code

Medium: https://medium.com/paperswithcode/papers-with-code-2021-a-year-in-review-de75d5a77b8b

Post on KDNuggers
Post: https://www.kdnuggets.com/2021/12/2021-year-review-amazing-ai-papers.html

#summary
2.8K views14:16
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2022-01-03 13:24:02 Please share other cool summary posts if you know any through @opendatasciencebot
1.4K views10:24
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2022-01-03 11:40:36 Please share other cool summary posts if you know any through @opendatasciencebot
1.3K views08:40
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2022-01-03 11:39:55
Papers with Code 2021 : A Year in Review

https://www.kdnuggets.com/2021/12/2021-year-review-amazing-ai-papers.html

https://medium.com/paperswithcode/papers-with-code-2021-a-year-in-review-de75d5a77b8b

@ai_machinelearning_big_data
1.2K views08:39
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2021-12-30 18:05:51 All the reactions had been enabled for @opendatascience
2.2K viewsedited  15:05
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2021-12-29 11:36:30
Stats by @TGStat_Bot
3.0K views08:36
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