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Data Scientology

Logo of telegram channel datascientology — Data Scientology D
Logo of telegram channel datascientology — Data Scientology
Channel address: @datascientology
Categories: Uncategorized
Language: English
Subscribers: 1.26K
Description from channel

Hot data science related posts every hour. Chat: https://telegram.me/r_channels
Contacts: @lgyanf

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The latest Messages 6

2022-06-03 12:14:44
Culture Areas of Arctic Peoples. By Encyclopædia Britannica

/r/MapPorn
https://redd.it/v3s5p0
14 views09:14
Open / Comment
2022-06-03 11:14:46
[OC] Goals scored by each nation during FIFA world cups (highest vs lowest)

/r/dataisbeautiful
https://redd.it/v3klg9
22 views08:14
Open / Comment
2022-06-03 10:14:55 Academic Fun, 5-second survey! How would YOU handle a difficult pandemic situation? (Open to all)

~~https://forms.gle/LKgmCqCFqS4qtDDd9~~

# RESULTS BELOW!!!

The goal of this survey was to see how differently phrased sentences (with the same meaning) can change public perception

Spoiler alert: Massively

The same question was asked in two similar surveys:

>Imagine that the United States is preparing for the outbreak of an unusual foreign disease, which is expected to kill 600 people. Two alternative programs to combat the disease have been proposed. Assume that the exact scientific estimates of the consequences of the programs are as follows:

However, the MCQ phrasing varied slightly.



Survey A:

- If program A is adopted, 200 people will be saved

\- If program B is adopted, there is a one-third probability that 600 people will be saved and a two-thirds probability that no one will be saved



Survey B:

\- If program A is adopted, 400 people will die.

\- If program B is adopted, there is a one-third probability that no one will die and a two-thirds probability that 600 people will die



Results:

Survey A - 77% Selected Program-A, 23% Selected Program-B

Survey B - 35.8% Selected Program-A, 64.2% Selected Program-B

/r/SampleSize
https://redd.it/v3kccm
30 views07:14
Open / Comment
2022-06-03 09:14:51
[OC] Mass Shootings By State Per 1M Population | 2021

/r/dataisbeautiful
https://redd.it/v3mzns
36 views06:14
Open / Comment
2022-06-03 08:15:04
The reults of the 2021 Canadian election compared with thr 2019 election

/r/MapPorn
https://redd.it/v39mcb
46 views05:15
Open / Comment
2022-06-03 06:14:49 D Inputs on scalable cost effective pipeline

Hi, all.

I have multiple deep learning/machine learning / naive based tasks that I want to deploy online through an API. I have been trying to figure out the best way to do it for some time, but I am overwhelmed by the number of different frameworks and packages available on AWS and GCP.

Multiple tools on both platforms seem to have overlapping responsibilities with unclear limitations, making it hard to choose.

I want to obtain a scalable pipeline that saves as much money as possible (using, for example, spot pricing) and is easily expandable with new components.

My idea was to use celery and create a task for each different data processing method I have. The APIs would simply add an entry into the celery's queue, and the workers would take care of the rest.

Scaling up or down the pipeline would be just a matter of adding or removing celery workers, then.



How would you approach the problem?

Do you know of any resources worth readying to build an architecture like this?

Is there any particular instrument on AWS or GCP that would allow me to easily take care of this task?

/r/MachineLearning
https://redd.it/v34uhu
51 views03:14
Open / Comment
2022-06-03 05:14:57
[OC] A chapter timeline of popular manga One Piece series, sorted by year, arc, saga, main villain of the arcs (25 years of serialization, ongoing)

/r/dataisbeautiful
https://redd.it/v3lthp
48 views02:14
Open / Comment
2022-06-03 04:15:04
49 views01:15
Open / Comment
2022-06-03 04:14:44 Northeast Megapolis... 17% of US Population, 2% of US landmass, 22% of US GDP

https://redd.it/v3l0hj
@datascientology
47 views01:14
Open / Comment
2022-06-03 03:14:59
Latitude of World cities compared to Europe

/r/MapPorn
https://redd.it/v36gt5
49 views00:14
Open / Comment