Python is one of the most popular programming languages in the world. Its a highly paying programming languages. In fact, Its a high-level and general-purpose programming language and it is used worldwide. According to a survey conducted by StackOverflow python was one of the most famous and on-demand programming languages of 2018, 2019 and 2020. Python has a lot of advantages like it has a lot of libraries that will definitely help to complete the task in a short time. Moreover, there are a lot of tools available for python programmers. Here in this article, we will discuss the Best Python Tools For Python Developers.
For better understanding, we have divided these tools into 3 different categories:
- Data Science Python Tools
- Scikit Learn
- Automation Testing Python Tools
- Robot Framework
- Web Scrapping Python Tools
- Beautiful Soup
The details of these Python tools for python developers are as follows:
Data Science Python Tools:
Scikit Learn also known as SKlearn is a free machine learning library for python developers. It contains various algorithms like classification, regression and clustering. If you are a python developer you must use this library because it offers a lot of useful features. It is designed to practically work with the Python numerical and scientific libraries NumPy and SciPy.
Keras is an open-source software library for python developers. It acts as an interface for python TensorFlow library. Basically, it’s an API designed for human beings, not for machines. It offers consistent and simple APIs and reduces cognitive load. That’s why it is considered as one of the best python tools for Python developers.
Scipy is a free to use open-source python library used for mathematics, science, and engineering. It’s one of the best tools for scientific computing and technical computing. Its also include image processing, integration, interpolation and other common tasks in science and engineering.
Automation Testing Python Tools:
Selenium is another powerful tool for python developers. It’s an open-source automation tool. You can also use python language with selenium for testing purpose. It’s one of the most useful and best Python Tools For Python Developers.
Robot framework is one of the most well-known automation testing tools. It’s also an open-source automation framework for acceptance testing, ATDD, and RPA. It can be implemented using python and it supports both python 2 and python 3.
It’s also a functional automated testing platform. It is developed by SmartBear Software. You can create automated tests for windows, iOS, Android and web by using this platform. TestComplete is one of the most useful and best Python Tools For Python Developers.
Web Scrapping Python Tools:
Beautiful Soup is a Python web scraping tool. In fact, it’s a complete package for parsing HTML and XML documents. By using this tool you can extract data from HTML, which is useful for web scrapping.
LXML is another popular python library for processing HTML and XML in the python language. It’s really easy to use and useful library for python developers.
Scrapy is a fast and powerful Scrapping and Web Crawling framework written in Python. It is basically designed for web scrapping but it can also be used to extract data using APIs. It’s one of the most powerful and best python tools for python developers.
Which of these tools you like the most and why you like it? Let us know in the comment section.👇👇
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