​​And Gods said "Let there be GAN"

https://www.neuralbricolage.com/the-book-of-ganesis

#ml

Here is a great explanation of what is a scalar, vector, matrix, tensor https://t.co/IMYE3oeRsQ

#ml

​​Be David Beazley

​​Looping through Pandas DataFrames can be very slow. Stick on this chart.
Original post

#python

​​At Indiegogo for $259 you can buy an autoblow sex toy, which, using machine learning, will show you "the best blowjob practices of the world" (10 modes), the main thing is to plug it into a power outlet.

And now for the really nice part:

A documentary made by the company says that the system was trained mainly by people.

A group of people in Serbia was instructed to sit on Pornhub for hours and use a special browser plug-in to capture the rhythm of how this happens on video.

No comment🍆

​​Press F to Pay Respects

https://www.python.org/doc/sunset-python-2/

#python

Apache Spark is the major talking point in Big Data pipelines, boasting performance 10-100x faster than comparable tools. But how achievable are these speeds if you use a slow Python interpreter?

https://luminousmen.com/post/spark-tips-dataframe-api

When the p-values hack you we need to go deeper
https://youtu.be/UXd0EDy7aTY

Building an AWS Serverless ML Pipeline with Step Functions

https://tech.olx.com/building-an-aws-serverless-ml-pipeline-with-step-functions-b39feed12bab

#aws

Existing ML platform architectures:

Stanford’s DAWN
Uber’s Michelangelo
Facebook’s FBLearner Flow
Google’s TFX
Netflix
Airbnb's Bighead
DataBricks’ MLflow

#big_data #ml

Cool list of pandas tricks by Kevin Markham
https://www.dataschool.io/python-pandas-tips-and-tricks/

#python

​​⁠Services by type in various clouds and on-premises.

The picture from the beginning of 2019 is useful for finding similar services in different clouds.

For those who work only with AWS and consider it the leader (which it is), it may be a revelation that the range of services in Azure is larger (true story).

#aws

A deep dive on Python type hints

https://veekaybee.github.io/2019/07/08/python-type-hints/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more&source=post_page---------------------------

#python

The poem about what it feels like to be an impressionist

https://twitter.com/Sham00k/status/1180687344543916032

#stuff

Python 3.8 is out
Good feature is importlib.metadata all the others are garbage. Positional-only arguments I consider a dangerous feature, I can't imagine ever use it. When the time comes and we will remove all useless crap from Python? Then there would be a great language.

For more check out the presentation or go to official docs.

#python

These Python Interview Questions will make sure that you will be ready for the next Python interview

Python interview questions. Part I. Junior
Python interview questions. Part II. Middle
Python interview questions. Part III. Senior

Very beautiful, animated and fascinating stories about the operation of DNS and HTTPS.

#stuff

Modules and Packages: Live and Let Die! — David Beasley's insane three-hour presentation about the construction of modules, packages and import systems in Python. Everything is pretty comprehensive, from the very basics to the internals with examples.

Recommended👌

#python