Jaydeep Profile picture
May 5 8 tweets 3 min read
The popularity of Python comes from the fact that it has a rich set of libraries & frameworks available for numerous usecases.

Today we look at some realworld applications & the available Python framework/library for it

#100DaysOfCode #Python #MachineLearning #DataScience
{ Web Development }

1⃣ @djangoproject
2⃣ Flask
3⃣ @FastAPI
4⃣ Sanic
{ Machine Learning }
1⃣ Pandas
2⃣ Numpy
3⃣ Keras
4⃣ PyTorch
5⃣ Scikit-Learn
6⃣ Matplotlib
7⃣ TensorFlow
8⃣ Seaborn
{ Automation Testing }

1⃣ Splinter
2⃣ Robot
3⃣ Behave
4⃣ PyUnit
5⃣ PyTest
6⃣ Selenium
{ Image Processing}

1⃣ OpenCV
2⃣ Mahotas
3⃣ Scikit-Image
4⃣ Pgmagick
5⃣ SimpleITK
{ Game Development }

1⃣ PyGame
2⃣ PyGlet
3⃣ PyOpen GL
4⃣ Arcade
5⃣ Pandas 3D
{ GUI & TUI }

1⃣ Tkinter
2⃣ @textualizeio
3⃣ PySimpleGUI
4⃣ PyQT5
5⃣ Kivy
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More from @_jaydeepkarale

Apr 6
It's no secret that Python is slow compared to Java or C/C++.

So it becomes all the more critical to know about performance & how you can write better Python

I've tried to curate a handful talks/videos which address this issue

#100DaysOfCode #Python
Python provides a powerful platform for working with data. This talk presents an overview of how to effectively approach optimization of numerical code in Python, touching on tools like numpy, pandas, scipy, cython, numba, & more.

Presentation on how you can write faster Python in your daily work. Briefly explain ways of profiling the code, discuss different code structures and show how they can be improved.

Read 7 tweets
Apr 5
Creating quality content is hard & the only way to do it consistently is to have a solid process/framework.

Without it, you are lost & will quickly feel overwhelmed.

Here's is a small guide to how I manage everything

🧵🧵🧵🧵
1. { Generating Ideas }

✅ My primary source is my job where I get to learn & implement new things.
✅ Secondary sources are Twitter, Reddit, YouTube & Instagram
✅ I also try to take udemy or pluralsight courses to learn & upskill
2. { Documenting Ideas }

✅ The key is to write down and idea as soon as it hits you, so your mobile memo, a whatsapp group or notion mobile app is the best place
✅ Pen & paper also works if you are old school
Read 8 tweets
Apr 4
Before getting overwhelmed with Javascript, Python, Web3 & so on let me help you understand the various types of job roles on offer in tech industry.

Time for a 🧵

#100Devs #100DaysOfCode #Web3 #javascript #FullStackDeveloper #backend #FrontEnd #Python #React
1. Application Developers

✅ Responsible for converting requirements into working software
💰Highly Paid
👩‍💻 Frontend, Backend, Databse, Full stack developers are specific development roles
2. Software Testing

✅ Responsible for verifying if the developed software satisfies the requirements & has required performance levels
💰 Slightly lower paid than Devs
👩‍💻 Automation & Manual testing are specific roles
Read 10 tweets

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