I 💗 Python

Python can be easy to pick up whether you're a first time programmer or you're experienced with other languages. Python is developed under an OSI-approved open source license, making it freely usable and distributable, even for commercial use.

Table of contents

• The following pages are a useful first step to get on your way writing programs with Python!
• Top 5 Python IDEs (Integrated Development Environment)
• Top 3 Python Online IDEs (Zero Installation)
• Top 5 Resources Online to learn Python
• Top 5 Datasets to learn Data Science with Python
• Top 15 Python Libraries every Data Scientist should know about
  • Math libraries
  • Data Exploration and Visualization libraries
  • Data Mining libraries
  • Machine Learning libraries
• Image/Text to ASCII Libraries
• Text to Speech
• Windows API
• Windows mouse and keyboard events

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The following pages are a useful first step to get on your way writing programs with Python!

• Beginner's Guide, Programmers
• Beginner's Guide, Non-Programmers
• Beginner's Guide, Download & Installation
• Code sample and snippets for Beginners

Top 5 Python IDEs (Integrated Development Environment)

• Visual Studio Code
• Juypter Notebook
• PyCharm
• SubLime
• Atom

Top 3 Python Online IDEs (Zero Installation)

• Google Colab
• JDoodle
• CodingGround

Top 5 Resources Online to learn Python

• Kaggle
• The Hitchhiker’s Guide to Python
• Automate the Boring Stuff with Python
• Tutorials Point
• W3Schools

Top 5 Datasets to learn Data Science with Python

• iris.csv
• mnist.csv
• gapminder.csv
• titanic_all_numeric.csv
• president_heights.csv

Top 15 Python Libraries every Data Scientist should know about

Math libraries

• NumPy
• SciPy

Data Exploration and Visualization libraries

• Apache Spark
• Pandas
• Matplotlib
• Plotly
• Seaborn
• Bokeh

Data Mining libraries

• BeautifulSoup
• Scrapy

Machine Learning libraries

• Scikit Learn
• PyCaret
• TensorFlow
• Keras
• PyTorch

Image/Text to ASCII Libraries

• image-to-Ascii
• pywhatkit
• ART

Text to Speech

• pyttsx3
• gTTS (Google Text-to-Speech)

Windows APIs

• pywin32

Windows mouse and keyboard events

• pyHook