Best Top 10 python libraries | Python Libraries for jobs | Total Tech

 Best Top 10 python libraries | Python Libraries for jobs | Total Tech

Top 10 Python libraries that give you jobs and many opportunities. These python libraries are in demand in many companies and they are useful for many tasks. If you learn all these python libraries, it has a high chance to get jobs. 

These top 10 python libraries were the most popular and they were all in demand. If you want to know these python libraries, read from the beginning to last, and share this article with your friends, so they also know about these top 10 Python libraries.

These are the top 10 Python libraries list:

The Numpy python

This is the most popular Python library. This python library is used for a large amount of data with multi-dimensional matrices and arrays that do numerical computing operations with data. This is also used for high-level mathematics to do data analysis, which is part of a data scientist job.

The Numpy python is also used in many games and it also has such many things as its random number generator that helps us to generate a random number that wide range you give, It is also used in linear algebra. The Numpy was used to create mini python programs also.

The numpy is the python library but NumPy was written in C, C++ programming languages because python takes more time for computing numerical operations as compared to C, C++ programming languages. The Numpy was read C, C++ programming languages code then it will be compiled in python language.

The Matplotlib python

Matplotlib is used in data visualization that is also part of data analysis that gives you data science jobs. This is used for plotting bar graphs, pie charts, histograms, scatter plots, and other graphs. This is used to plot graphs that help you understand any data. From matplotlib, you can create 2-dimensional graphs and you can plot the graphs with given data.

Matplotlib library was released in 2003 by the python community. To increase your experience with this python library, you can use a Jupyter notebook or you can use any other IDEs to increase your experience with matplotlib. Some people also say the matplotlib is also known as matplot.

The Pandas python

Pandas is used in data handling, data manipulation that is also a part of data analysis that gives you data science jobs. This is used for Importing the data from the databases, It is also used for reading the CSV files and exporting to CSV files.

Pandas have various methods as you can Describe, and info the data. With the help of pandas, we can drop any columns and rows, we can drop duplicates rows and columns, and we can refine the data. We can do all the activities with the data. Pandas is the most important and popular python library for learning data structures and algorithms

The Scikit learn python

Scikit learn is the most popular python library of python that helps to do machine learning. This has many algorithms, many types of methods. You learn machine learning with Numpy, Pandas, Matplotlib, and Scikit learn. If you learn all these four python libraries, you will learn machine learning.

Again machine learning is the part of the data scientist that is one of the high-paid jobs. Machine learning is dependent on those four python libraries. But the Scikit learn is most important from those four python libraries. For machine learning, you must know Scikit learn, and for deep neural networks, you want to learn Tensorflow.

The Tensorflow was created by Google on 5 November 2015. TensorFlow is also the python library. When You install scikit learn it also installs scipy library that is also a good python library.

The OpenCV python

OpenCV is the most useful python library that helps for computer vision that includes Image recognition, pattern recognition, photogrammetry. With OpenCV, you can edit the image, you can capture any image and you can capture any video. You can deal with 2D and 3D images. You can recognize any human image.

OpenCV was an open-source free python library that was initially released in June 2000. Now, it has stable on 11 October 2020.

With the help of OpenCV, you can read and write any images, capture and save any image or video, Transform and filter any images, detect the face or eyes or ears or nose, and edit the video, and change the background of the video.

The PyPDF2 python

This python library helps in PDFs manipulation. This is the most useful Python library with this you can do a full analysis of the PDFs. This python library was released in 2005.

From This python library, you can do cropping the PDFs, extraction of PDF information, can do Encrypting and Decrypting the PDF files, Splitting PDFs documents page by page, merging PDFs documents page by page, merging multiple pages to single pages, Read and save the PDFs, converting PDFs file to Document file, and you can do much more on this library.

The Time python

Time is not a python library but it is a very useful module of python this is one of most of my favorite modules of python this helps you to get the date and time of now. If you know python programming language as well as you know time plays an important role in any program.

This module gives you time series and date and day and other information related to time. This is an inbuilt python packages module.

The Pillow python

This is an image recognition library that helps to do image recognition. Pillow is a python library that helps to read an image, take a screenshot, and on that screenshot, you insert a filter into the grayscale picture.

With the help of a pillow in the python library, you can access the image to data stored in pixel format. This python library has high-performance powerful image processing capabilities, this python library supports extensive files, this python library efficient internal representation, This python library also does have Image processing on the internal interpreter. This python library is like the OpenCV python library.

The Tkinter python

Tkinter is a standard python library that creates graphical user interfaces (GUI) with TK. This provides you an independent graphical window toolkit. From this python library, you can create a desktop application, On that application, you can write any python program with graphical user interfaces (GUI).

Tkinter is an in-built python library that helps to create labels, buttons, headings, frames, canvas, and other more things. Tkinter also provides you three types of modules:

Message box- On the message box, you show confirmation, warning, information, notice, errors, etc.

File dialog- On the File dialog, you have a Single file, multiple file directory selection dialog options.

Color chooser- On the color picker, you can pick any color like green, yellow, blue, etc.

The NLTK python

The full form of the NLTK is Natural language ToolKit. The NLTK is a platform where you build your python programs and then use human language data. This is a small part of machine learning.

NLTK helps to do natural language processing. NLTK helps us to do text analysis. NLTK is used to understand any voice, text, and speech to a machine or computer. NLTK has many packages to understand any human language and then talk with him basically, it is like a chatting bot.

How to Install these top 10 Python libraries?

• To Install these python libraries you must check your python and pip package installer is installed on your computer.
• Click on your search bar button on your computer. Then search Powershell or CMD on your computer system.
• Then you must check you have the internet on your computer, then on Powershell or CMD type these commands according to these libraries on the below:

• The Numpy python- pip install NumPy
• The Matplotlib python- pip install matplotlib
• The Pandas python- pip install pandas
• The Scikit learn python- pip install sklearn
• The OpenCV python- pip install OpenCV-python
• The PyPDF2 python- pip install PyPDF2
• The Time python- It is a Built-in python module. You don’t have to install it. It is already installed on your computer operating system.
• The Pillow python- pip install pillow
• The Tkinter python- It is a Built-in python library. You don’t have to install it. It is already installed on your computer operating system.
• The NLTK python- pip install nltk

I Hope, Your all queries were clear after reading this top 10 python libraries post. Now, If you have any other queries about the top 10 Python libraries, You can comment to us so we will try to clear your all queries about the top 10 Python libraries.