Python Development is a highly in-demand and well-paying job in the tech industry. If you're looking to become an excellent Python Developer, here's a roadmap that includes various online resources:
1 Python Basics : Start with the fundamentals of Python programming, including variables, data types, control flow, loops, and functions.
1.1
https://lnkd.in/deZe7gxk
2 Object-Oriented Programming: Learn about object-oriented programming concepts such as classes, objects, inheritance, and polymorphism.
https://lnkd.in/dF3gXMTT
3 Data Structures and Algorithms: Understand the basics of data structures such as lists, dictionaries, tuples, and sets, as well as algorithms like sorting and searching.
https://lnkd.in/dYEktQ6x
4 Python Libraries : Familiarize yourself with popular Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-learn for data manipulation, analysis, and visualization.
4.1 Numpy :
https://lnkd.in/deKZNr7j
4.2 Pandas :
https://lnkd.in/deKZNr7j
4.3 Matplotlib :
https://lnkd.in/deKZNr7j
4.4 Scikit Learn :
https://lnkd.in/dbDD7mgA Web Development
5.1 Flask Learn Flask, a lightweight web application framework for Python.
https://lnkd.in/dREx7PiA
5.2 Django Django is a high-level Python web framework that enables rapid development of secure and maintainable websites.
https://lnkd.in/d2MdpS4T
6 Database Learn about database management systems like MySQL, SQLite, and PostgreSQL, and how to use them with Python.
6.1
https://lnkd.in/dr8tQMzG
6.2
https://lnkd.in/dYxHYR2T
7 Automation and Scripting : Learn how to automate repetitive tasks and write scripts to make your work easier and more efficient using libraries like Selenium and Beautiful Soup.
7.1
https://lnkd.in/dBc7wEfp
7.2
https://lnkd.in/d-2u8Txz
8 Machine Learning : Learn the basics of machine learning with Python and libraries such as TensorFlow and Keras.
https://lnkd.in/dAp--sC6
9 Data Science : Get started with data science using Python libraries such as Pandas, NumPy, and Scikit-learn.
https://lnkd.in/dEk2-2_x
10 DevOps : Understand the basics of DevOps, including containerization with Docker and container orchestration with Kubernetes.
https://lnkd.in/dmJbgE_4
11 Version Control : Learn about version control systems like Git
https://lnkd.in/dUxsQhiE
12 Python Testing : Learn about Python testing frameworks such as Pytest to write and run automated tests.
13 Python Quick revision for Interviews : Prepare for interviews by revising the essential ttopics of Python programming.
Source: @Om Jaju