I’m at work in a slow moment with only my phone and pydroid, I wanted to see if there was anything I could learn and mess around with while I’m here

20 points

Entirely depends on the project you want to build

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4 points
*

That’s assuming I want to build a project, right now I’m messing around with numpy building arrays in different dimensions and multiplying them.

I know, but this is the weird way I learn things

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8 points

Sounds like your project is building arrays in different dimensions and multiplying them.

Maybe give polars and pandas a try.

Definitely check out SciPy

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7 points

In that case, maybe get a good textbook and follow the examples.

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-1 points

My man I think you missed the part about "I’m at work”

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5 points

Perhaps BeautifulSoup for scraping data to fill your arrays…

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1 point

People keep telling me that scrapy is the best for scraping but I haven’t had time to try it yet.

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3 points

I learned a lot about pandas (a library built mostly on top of numpy) by going to stackoverflow and trying to answer questions with the tag. Hopefully the questions have a minimal reproducible example and are isolated to one specific question

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10 points

Pandas. Python’s only killer library imo

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3 points

I personally also put Pydantic on the S tier.

Also, I use (geo)pandas on a regular basis and when it comes to geometric operations Shapely is an amazing library.

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8 points

That’s like saying “what’s the best ingredients to learn cooking with?”, firstly it all depends on what your want to eat, secondly it doesn’t really matter what the ingredients are to learn cooking skills.

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3 points

Well I mean obviously the answer is eggs

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1 point

The ingredients I chose first are pandas.

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8 points
*

Flask is a fun framework for making web apis.

Pika is a client for RabbitMQ, if you want to try message queue stuff.

Numpy and sklearn for numerical and machine learning stuff.

Matplotlib for making nice plots of your numerical stuff.

Pytorch for deep learning.

Pillow for image processing.

OpenCV for computer vision.

Pygame for 2D games (maybe a bit old, but I had lots it fun with it when I started learning programming years ago)

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5 points
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I love math so I was messing around with matplotlib, it’s very cool, I was able to make the Mandelbrot set!

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5 points

Standard library of course. And collections module too, among the others that come by default. What you need is assignments to solve. Like project euler or hacker rank.

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