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- NumPy. NumPy is the short name for Numerical Python, which is a Python library predominantly used for technical and scientific computing. Its array-oriented computing capabilities make it an essential tool for fields such as linear algebra, statistical analysis, and machine learning.
- Pandas. Pandas is an open-source data manipulation library for Python. It is built on top of the NumPy library. It introduces two primary data structures Series and DataFrame.
- Matplotlib. Matplotlib is a data visualization library that allows developers to create static animated and interactive animations in Python. The graphs and plots it produces are extensively used for data visualization.
- TensorFlow. It is an open-source Python library for machine learning and artificial intelligence. It is particularly used for training and inference of deep neural networks.
Jan 15, 2024 · Python libraries are used to extend the functionality of Python, allowing for more effortless execution of a wide range of tasks like data analysis, machine learning, web development, and more. 2. Are All Python Libraries Free? Not all Python libraries are free; some require a license for commercial use, although many are open-source and free ...
- Taipy. Taipy is the new kid on the block. It was designed for easy development for both front-end (GUI) and your ML/Data pipeline(s). Create the application of your dreams thanks to
- Streamlit. Streamlit is a well-established library to quickly create web applications for pilots. Very easy to use! Essentials.
- Pandas. This library brings two core concepts, dataframes, and series, making data cleaning and preparation a painless process.
- Numpy. While Pandas has data frames, Numpy has arrays. They are known for allowing fast data manipulation, making Numpy an essential tool for scientific computing.
- OS and Shutil. The OS and Shutil modules keep being brought up by online users as some of the most easy-to-work with libraries for Python — even if they’re not strictly libraries.
- NumPy. NumPy stands for “Numerical Python”. It is a commonly used open-source library that is used in almost all fields of science and engineering because of its speciality in numerical computation and data analysis, especially in large volumes.
- Matplotlib. Matplotlib is a Python library for visualising two-dimensional graphics (plotting). It is the most widely used Python package for viewing 2D plots.
- SciPy. SciPy, shorthand for “Scientific Python,” is an open-source library for high-level scientific computations that can’t be done with your brave, little abacus 🧮.
- Why Learn Python?
- The Most Popular Python Libraries
- Tips For Learning Python Libraries
Considering the rise of software products, data science, and machine learning – and the dominance of Python in these domains – learning Python is a great investment. There are a huge number of jobs for people with Python skills. Moreover, you can use Python for improving your daily work. If you would like to learn about the Python job market, check...
There are over 100,000 Python libraries that you can install and use in your scripts. Thus, whatever you are building with Python, it is highly likely that there is a library that expedites your job. You can install a library using pip, the standard package manager for Python. In this article, we’ll go over the most popular Python libraries and wha...
You have learned about some of the most popular Python libraries. I picked them from different domains to demonstrate how wide-spread Python is. You can use Python in data science, IoT, artificial intelligence, web development, and game development. Does this make you want to learn Python? Great! Once you decide to learn Python, you should choose y...
Apr 3, 2024 · Q1. Why is Python popular, and how do its libraries contribute to data tasks? A. Python is highly interpretable, interactive, and object-oriented, making it easy for beginners to learn and use. Its extensive libraries contain functions and methods that simplify specific tasks, saving developers time and effort.
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Apr 6, 2024 · Python has emerged as one of the most popular programming languages in recent years, because of its simplicity, versatility, and robust ecosystem of libraries. These libraries play a crucial role ...
