The easiest way to prepare data in Python
🔸DataPrep is an open-source python library that allows you to prepare your data with just a few lines of code.
⚙️Installation
1. DataPrep.Connector – API wrapper that speeds up development by standardizing calls to multiple APIs as a simple workflow. Basically, it allows you to collect data from common data sources.
2. DataPrep.EDA allows you to perform Exploratory Data Analysis with a few lines of code in seconds.
3. DataPrep.Clean aims to provide a large number of functions with a unified interface for cleaning and standardizing data of various semantic types in a Pandas or Dask DataFrame.
🔗GitHub
🔗Docs
#dataprep #datascience
🔸DataPrep is an open-source python library that allows you to prepare your data with just a few lines of code.
⚙️Installation
pip install dataprep
The library consists of 3 main modules:1. DataPrep.Connector – API wrapper that speeds up development by standardizing calls to multiple APIs as a simple workflow. Basically, it allows you to collect data from common data sources.
2. DataPrep.EDA allows you to perform Exploratory Data Analysis with a few lines of code in seconds.
3. DataPrep.Clean aims to provide a large number of functions with a unified interface for cleaning and standardizing data of various semantic types in a Pandas or Dask DataFrame.
🔗GitHub
🔗Docs
#dataprep #datascience
Text-to-Speech
🔸gTTS (Google Text-to-Speech) is a Python library and CLI tool to interface with Google Translate's text-to-speech API.
⚙️Installation
🔗GitHub
#gtts #texttospeech
🔸gTTS (Google Text-to-Speech) is a Python library and CLI tool to interface with Google Translate's text-to-speech API.
⚙️Installation
pip install gTTS
The gTTS API supports several languages including English, Hindi, Tamil, French, German and many more. The speech can be delivered in any one of the two available audio speeds, fast or slow.🔗GitHub
#gtts #texttospeech
What is the output of the code given above?
Anonymous Quiz
12%
10 15 20
9%
5 25 125
60%
25 125 625
12%
None None None
7%
Error
is vs ==
❓You might have heard somewhere that the Python identity operator (is) is faster than the equality operator (==), or you may feel that it looks more Pythonic. But actually there's a subtle difference between this operators.❗️The
== operator compares the value or equality of two objects, whereas the is operator checks whether two variables point to the same object in memory. In the vast majority of cases, this means you should use the equality operators == and !=, except when you’re comparing to None.#tips
What is the output of the code given above?
Anonymous Quiz
34%
0 1 2 3
22%
1 2 3 4
25%
Error, because __next__ method is not implemented.
19%
Error, because __iter__ must yield the result instead of returning it.
Comprehensive Python Cheatsheet 📚
Without a doubt, this the biggest Python cheat sheet I've ever seen.
This guide essentially breaks down Collections Types, Syntax, System commands, Data Types, Advanced commands and a lot of the basics that are pretty much a requirement to know. Whether you plan on going into software engineering, data science or anything else, learning these concepts will be the fundamental building blocks for your programs.
🔗Comprehensive Python Cheatsheet
🔗GitHub repo
P.S. Thank @b0nd07 for sharing this 🤗
#materials #cheatsheet
Without a doubt, this the biggest Python cheat sheet I've ever seen.
This guide essentially breaks down Collections Types, Syntax, System commands, Data Types, Advanced commands and a lot of the basics that are pretty much a requirement to know. Whether you plan on going into software engineering, data science or anything else, learning these concepts will be the fundamental building blocks for your programs.
🔗Comprehensive Python Cheatsheet
🔗GitHub repo
P.S. Thank @b0nd07 for sharing this 🤗
#materials #cheatsheet
What is the output of the code given above?
Anonymous Quiz
15%
0 1 4
11%
1 9
9%
0 4
12%
1 81
20%
0 81
33%
Error
This media is not supported in your browser
VIEW IN TELEGRAM
Create a platformer game with Python 👾
🔸Arcade is an easy-to-learn Python library for creating 2D video games. It is ideal for beginning programmers, or programmers who want to create 2D games without learning a complex framework.
⚙️Installation
🔗In-depth guide
#arcade #gamedev
🔸Arcade is an easy-to-learn Python library for creating 2D video games. It is ideal for beginning programmers, or programmers who want to create 2D games without learning a complex framework.
⚙️Installation
pip install arcade
🔗Arcade Academy Homepage🔗In-depth guide
#arcade #gamedev
Game Development with Pygame 📺
In this series, you will use
Even though the playlist is a quite old (last updated on Dec 17, 2016), this is the most complete tutorial on the
1. Game Development 1-1: Getting Started with Pygame [YouTube]
2. Game Development 1-2: Working with Sprites [YouTube]
...
58. Tile-based game Part 22: Game Over [YouTube]
🔗Full YouTube playlist
#materials #pygame #gamedev
In this series, you will use
pygame to learn the fundamentals of game development by creating 3 types of games: shoot 'em up, platformer and tile-based game.Even though the playlist is a quite old (last updated on Dec 17, 2016), this is the most complete tutorial on the
pygame library. I've used it to learn Python game development as a part of university research project last year, so I definitely recommend it.1. Game Development 1-1: Getting Started with Pygame [YouTube]
2. Game Development 1-2: Working with Sprites [YouTube]
...
58. Tile-based game Part 22: Game Over [YouTube]
🔗Full YouTube playlist
#materials #pygame #gamedev
What is the output of the code given above?
Anonymous Quiz
32%
(1, 2, 3, 4, 5, 6)
7%
3
10%
4
28%
6
8%
(1, 2, 3)
16%
Error
Build Your Website Quickly and Easily
🔸Flask is a popular Python web framework, designed to easily build web applications, with the ability to scale up to complex ones.
⚙️Installation
🔗Docs
🔗Official tutorial
🔗GitHub
🔗Compilation of Flask tutorials
#flask #web
🔸Flask is a popular Python web framework, designed to easily build web applications, with the ability to scale up to complex ones.
⚙️Installation
pip install Flask
It gives developers flexibility and is a more accessible framework for new developers since you can build a web application quickly using only a single Python file. Flask is also extensible and doesn’t force a particular directory structure or require complicated boilerplate code before getting started.🔗Docs
🔗Official tutorial
🔗GitHub
🔗Compilation of Flask tutorials
#flask #web