Data Systems Fun

@datasystemsfun

Making fun, uh sense, of the state of research, practice, and education in the world of systems for data management, analytics, ML, data science, etc. Created and curated by data+ML+systems chimera at the University of California, San Diego: https://adalabucsd.github.io/ All views/opinions personal. All rights reserved.

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Faculty recruiting these days :D

#machine learning #artificial intelligence #llms #academia #hiring

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The winners of the fifth edition of the "Data Systems Fun Meme Competition"! From the Winter 2024 class of CSE 234: Data Systems for Machine Learning: https://cseweb.ucsd.edu//classes/wi24/cse234-a/

See the prior winners of this competition here: https://datasystemsfun.tumblr.com/post/712083366921568256/the-winners-of-the-fourth-edition-of-the-data

#teaching #mlops #systems #machine learning #students

The winners of the fourth edition of the “Data Systems Fun Meme Competition”! From the Winter 2023 class of CSE 234: Data Systems for Machine Learning: https://cseweb.ucsd.edu/classes/wi23/cse234-a/

See the prior winners of this competition from my DSC 102 here: https://datasystemsfun.tumblr.com/post/702555947936186368/the-winners-of-the-third-edition-of-the-data

#teaching #students #machine learning #systems #mlops

The winners of the third edition of the “Data Systems Fun Meme Competition”! From the class of Fall 2022 of my HDSI course DSC 102: Systems for Scalable Analytics: https://cseweb.ucsd.edu/~arunkk/dsc102_fall22/

See the winning entries from the last two editions here:

https://datasystemsfun.tumblr.com/post/678636219175944192/the-winners-of-the-second-edition-of-the-data

https://datasystemsfun.tumblr.com/post/645052015962144768/the-winners-of-the-inaugural-data-systems-fun

Dask remains very memeworthy! And the pain of programming with large datasets is real, especially relative to the baby world of in-memory Python. ;)

#teaching #students #systems #data science #cloud

I guess key-value stores still fail to scale to 100s of millions of concurrent transactions. Online ticketing tech monopoly 0 vs. Taylor Swift fans 1. XD

https://www.ciodive.com/news/Taylor-Swift-Ticketmaster-outage/636641/

#data infrastructure #cloud computing #key value #users

•18+ Adults Only

Watch Anya Live on Cam

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.

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Free to watch • No registration required • HD streaming

Behold! The tumultuous birth of a new discipline. Heartburns are inevitable. XD

#data science #computer science #math #academia

Behold! The grand self-goal of the ML algorithmics research community. AKA me shedding crocodile tears for ICML rejects. Too soon? XD Anyway, all the best to folks submitting to NeurIPS!

#machine learning #research #conferences #artificial intelligence

Behold! The current bind of public cloud whales due to high demand-supply imbalance and seemingly low competition for NVIDIA. But without rationing SMEs, academics, labs, nonprofits, etc. will suffer. Hurrah for the Socialist Clouds? XD

#cloud computing #gpus #deep learning #rationing

The winners of the second edition of the “Data Systems Fun Meme Competition”! From the class of Winter 2022 of my HDSI course DSC 102: Systems for Scalable Analytics: https://cseweb.ucsd.edu/~arunkk/dsc102_winter22

See the last winning entries from last year’s meme competition here: https://datasystemsfun.tumblr.com/post/645052015962144768/the-winners-of-the-inaugural-data-systems-fun

Cloud/AWS and Dask still remain very memeworthy! :)

#teaching #students #systems #data science #cloud

Some pandas users be like. XD

#pandas #databases #data science #programming

•18+ Adults Only

Watch Anya Live on Cam

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.

✓ Live Streaming✓ Interactive Chat✓ Private Shows✓ HD Quality✓ Free Actions

Free to watch • No registration required • HD streaming

Behold! The grand software dilemma facing enterprises today. Many modern. Such data. Much stack. Wow! XD

#industry #modern data stack #data engineering #database #machine learning

Teaching floating point to Data Science students never ceases to amuse me! XD

#data science #teaching #floating point #digital data

Faculty recruiting season is upon us! XD Hmm, this might be a double edged sword though. :-/

#academia #faculty #recruiting

Ugh, academic vacations are such a double edged sword. X(

#academia #vacation #holidays

There comes a moment in (almost) every data scientist’s life... :D

#data science #sql #database

•18+ Adults Only

Watch Anya Live on Cam

Anya is live and ready to show you everything. Watch her strip, dance, and perform exclusive shows just for you. Interact in real-time and make your fantasies come true.

✓ Live Streaming✓ Interactive Chat✓ Private Shows✓ HD Quality✓ Free Actions

Free to watch • No registration required • HD streaming

Oh no oh no oh no.

#academia #pandemic #zoom #teaching

I sense something simmering in the ML/AI world. XD

#machine learning #artificial intelligence #research #academia

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