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Well I'm learning Numpy before ML and DL, so basically:
Learn the libraries that are needed in DL and ML

Than learn some other libraries

Than go finally learn DL and ML

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Not the Advanced stuff
I just learned a bit of numpy to see what the heck it is

But Not the full thing

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I'm not "the one", I'm all in all three

Numpy - for heavy calculations
pandas - for analysis
mpt - for representation

And I'm doing all of them, why? I also know some json and CSV and Excel stuff and I love math and need it and also so I need all three

But why I'm delaying the DL and ML is I have to learn the first libs

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My goal is to know and understand 3+ programming languages, it not gonna be hard, but in my python goal, it to understand and write, is all the popular library like 5+, I mean, it is a library after all, not a new programming language, and yes, I will start learning ML And DL after the pandas and numpy and other librarys things

I've already mastered the plain python itself
The only thing remaining that separates me from a pro is librarys, and all the other don't give up stuff is already here for me, I Never really give up and always do something

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And I Already Know the Python Language Without the Library's, so I'm not a Complete Beginner here

And also if Someone wanted to "learn something", than that means they just want to basically solo it, but learn just means understanding, like Now that I saw and understood that opencv code, it like I learned the library a bit, and I know Classes, functions, the basics, and all the important stuff and even some numpy and math library, and I also made my own library too which shows that I'm not in the beginner stage and mostly intermediate/medium stage

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You dont really need to "learn to use the library"
You are not worth by knowing many libraries, but understanding what they do - and once you understand at a deeper level what those libraries do in background - then library is just that - a collection of code which you can pick up rather quickly as you know how it works from the inside.

Web applications all do the same thing. Parse request, calculate something, transform something and returns a response
Same goes for any other part of programming.


Once you know how it works internally, no language (and especially not a library) is going to be a much of the challenge

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I started write some apps in the second day so you will not need wait all week before start writing

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Pretty Good Option, after all it is just a library, I could be in Any Thing, Gaming, Math, Science, Excel, whatever, so let me try QT in a Week to see what will happen and I'll come back later

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why not QT if advanced will not worry you?

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What Library is Good for making game? But is not Pygame cuz Pygame is a bit advanced, like I want a starter Quick making Game Library

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Why do I see bots on Discord using a channel to upload every video I upload daily with its YouTube link and thumbnail?

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isn't it the same you use to send a message?

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Does anyone know how to make my bot send YouTube video links to a group?

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Hi everyone! I'm a complete beginner. Can anyone suggest the best roadmap or resources to master Python from beginner to advanced? Thanks!

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These are the most basic, after learning these, you can learn object-oriented programming, and then you can find some practical projects.

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you need math analysis to proceed with DL and ML. That's why I ask

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did you already learn math analysis in depth?

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Usually the one don't learn numpy/pandas/matplotlib separately.

They are not very applicable w/o each other
Numpy - for heavy calculations
pandas - for analysis
mpt - for representation
If you are doing any of ML tasks
You need all three

But you can delay learning of sklearn/torch/tensorflow
They are useful too, but they aren't that fundamental

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Depends, on what is your goal

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I Already Understand the code

I made a Opencv code in 10 minutes that opens the webcam and detects any humans and draws a red square around them

Using Github, Stack overflow, and AI

I Saw the Code and Ran it and than Analyzed the Code to See what each part is

So basically you just need to Understand the Code which I Already Do

And a lot of the times, Devs Don't solo everything, sometimes they get help from GitHub or Stack overflow or AI

But still understand the code

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Than Thats Good Hope for me

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just notice only that QT for python calls Pyside

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it is also desktop library, but good

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tkinter is Mostly For Desktop Apps, not games, but that ain't matter, at least it can open a window or something, but I also another question:
What is the First Ever Library That I should Learn?
Numpy? Pandas? Something else? And it doesn't matter if it's considered hard or something

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I don't know, why does it matter? That is not a technical question and it's offtopic

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I have a storage bot and another bot for uploading posts to channels.

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what have you tried?

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@pythonres

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It's very simple. It's nothing more than writing more or less code. If you write more, you will naturally have experience. For beginners, it's really boring to have no one to lead you to study.

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Start with simple Python-defined data types, such as strings, integers, floating-point numbers, tuples, collections, lists and dictionaries. After learning these are loop statements, judgment statements, custom functions and so on.

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