If anyone wants to learn coding in the new age of tech and AI, Python might be the first thing on their mind. Python is still the top programming language for beginners, above C++ and Java. It’s easy to learn and useful for both core programming tasks as well as machine learning.
But after learning the basics, we need some more resources truly master it. In this article, we curated a list of 15 GitHub Repositories to learn Python thoroughly, in such a way that you can come up with your algorithms and ideas.
15 GitHub Repositories to Master Python
1) realpython/python-guide
A Hitchhiker’s Guide to Python book is publicly accessible on GitHub under the realpython/python-guide repository. The repository covers Python usage in a variety of contexts and best practices. It provides help on a variety of subjects, from installation and setup to more complex subjects like machine learning and web development.
For developers looking to hone their Python skills, Hitchhiker’s Guide to Python is an indispensable reference.
Some of the relevant topics in this Python repository are Numpy, scipy, statpy, pyplot, matplotlib, and Pip.
2) geekcomputers/Python
The GitHub repository geekcomputers/Python has a variety of Python scripts that demonstrate the range of things you can create with Python programming.
It provides a realistic view of how Python may be used to automate tasks and helps newcomers get started with the language by providing examples of anything from basic scripts to intricate real-time applications.
Some examples of useful scripts in the repository are Google Image Downloader, Fast YouTube Downloader, Google News, Cricket Live Score, and many more.
3) TheAlgorithms/Python
TheAlgorithms/Python is a great repository to look into if you’re interested in learning about algorithms. It includes Python versions of numerous data structures and algorithms, offering a thorough grasp of algorithmic learning with Python. For individuals who wish to study computer science and competitive programming foundations, this repository is perfect.
Be aware, though, that these implementations are merely intended for educational reasons and might not be as effective as those found in the Python standard library.
A few interesting topics in this repository are Blockchain, fuzzy logic, data structures, dynamic programming, and computer vision.
4) Asabeneh/30-Days-Of-Python
With a challenge spanning more than a month, the Asabeneh/30-Days-Of-Python repository gets you started on your Python journey. This repository, which is meant for beginners, takes you from the fundamentals of Python to more advanced subjects like statistics, data analysis, web development, and database management.
You may get a strong foundation in Python by investing a few hours per day, which will enable you to move into any IT position.
Each day of the challenge covers several topics such as Higher Order Functions, Python Type Errors, Python Data Time, File Handling, Classes and Functions, and much more.
5) Avik-Jain/100-Days-Of-ML-Code
Avik Jain’s 100 Days of Machine Learning Code offers a structured method for understanding the principles of machine learning for individuals who are eager to start using Python for machine learning.
This GitHub repo covers fundamental ML principles and algorithms throughout 100 days, utilizing Python for real-world applications. For programmers wishing to get into the field of machine learning engineering, this repository is ideal.
Each day of the repository challenge contains several topics such as Simple Linear Regression, Multiple Linear Regression, K-nearest neighbours, Web Scraping, and much more.
6) zhiwehu/Python-programming-exercises
With more than 100 Python tasks ranging in difficulty from simple to challenging, zhiwehu/Python-programming-exercises test your skills. It’s intended to assess and enhance your proficiency in Python problem-solving. For students who wish to practice coding and get ready for the coding interview, this repository is a great resource.
The 100 programming challenges are spread across three different levels namely Level 1 Basic, Level 2 Intermediate, and Level 3 Advanced. The problems also contain their respective solutions.
7) avinashkranjan/Amazing-Python-Scripts
A collection of different Python scripts that can be used for web scraping, task automation, and other purposes can be found in the avinashkranjan/Amazing-Python-Scripts repository.
With so many alternatives, this resource is especially helpful for students who choose to work on modest projects on their own. These scripts might also be useful when developing more intricate projects.
This GitHub repository contains several projects in the form of scripts. The projects range from simple ones like age calculators to very complex ones like AI Image Generator Telegram Bot.
8) vinta/awesome-python
One place to find amazing Python frameworks, libraries, applications, and resources is the vinta/awesome-python repository. It is a fantastic resource for learning about Python libraries and tools that will help you with your projects and educational endeavors.
You may probably find anything connected to Python here, be it web frameworks, data analysis tools, or anything else.
Some other useful resources in this Python repository are Machine Learning, Network Virtualization, Image Processing, and much more.
9) practical-tutorials/project-based-learning
A useful resource that offers links to project-based tutorials for different programming languages—Python being the main focus—is the practical-tutorials/project-based-learning repository. Applied Python principles can be effectively used in real-world circumstances through the use of project-based learning.
To land your first employment, it can also assist you in developing your developer portfolio and gaining experience.
The repository offers Python coding tutorials on several topics such as Machine Learning, OpenCV, Deep Learning, Web Scraping, and much more.
10) trekhleb/learn-python
One extensive repository that focuses on teaching Python through hacking is trekhleb/learn-python. It can be used by students at all skill levels because it covers a broad variety of Python functions and recommended practices. Code can be added, changed, or tested with assertions to see how it functions.
Enhance your learning experience by experimenting with the code and adding and removing sections to see if it functions as intended.
This GitHub repo covers the basic topics in Python such as Operators, Data Types, Functions, Classes, Modules, and much more. So, get all your doubts cleared by this repository today.
11) dabeaz-course/practical-python
Python programming basics are covered in this repository by David Beazily. It places a strong emphasis on program organization, data manipulation, and script composition. This course is not intended for those with no programming experience. It is aimed at developers having a background in languages other than Python.
This repository improves your comprehension of and proficiency with intricate Python programs. It teaches you how to write well-written code and how to edit or read other developers’ work. It involves hard work for several hours, including practicing coding activities and debugging. However, you can choose to learn at your flow.
12) gregmalcolm/python_koans
Python Koans is an interactive repository that serves as both a helpful introduction to Test-Driven Development and a tutorial for learning Python by passing tests.
There will occasionally be some incomplete tests that you have to deal with. In these situations, to move forward, you must complete implementing some code. One exercise involves building code that determines whether a triangle is scalene, isosceles, or equilateral.
13) jerry-git/learn-python3
This repository is a collection of interactive Jupyter notebooks that teach you Python 3. It consists of several topics at both beginner and intermediate levels such as strings, numbers, lists, and idiomatic loops, dictionaries respectively. Each topic also contains a separate exercise.
If you cannot access Python and/or Jupyter Notebook on your machine, you can still follow the web-based materials. However, you should be able to use Jupyter Notebook to complete the exercises.
14) swaroopch/byte-of-python
“A Byte of Python” is a free book on programming using the Python language. It serves as a tutorial or guide to the Python language for a beginner audience. If all you know about computers is how to save text files, then this is the book for you.
This repository will teach you to use Python version 3. There will also be guidance for you to adapt to the older and more common Python version 2 in the book.
It contains several topics such as Data Structures, Modules, Functions, and much more.
15) sigmavirus24/python-interview-questions
This repository contains several Python interview questions that can be used when preparing for highly competitive job interviews. The questions are designed and formed across several Python topics and genres.
Some sample questions in this repository are “What is a list comprehension? Why would you use one?” and “How do you reverse a list? Can you come up with at least three ways?”. Both vocabulary and usage questions are given in this repository.
By utilizing these resources you will get exposure to several topics and complete more than a thousand hours of coding in the Python language.
There are many more GitHub repositories that every developer can also check to learn more about other subjects and skills they need to land their first job.
Conclusion
These GitHub Repositories to learn Python programming have been collected and chosen based on several factors such as coverage of different Python topics, level of questions, nature of solutions and algorithms used, ease of interpretability, and much more. Start with one and just keep going!
