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Maheshpal Singh Rathore

Maheshpal Singh Rathore

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Despite using Python daily, I stumbled at explaining its inner workings.

That moment ignited a quest within me to delve deeper into Python.

Recently I came across a post by Brij kishore Pandey sir which helped me easily understand the concepts better. (Follow him for more)

Today, I am excited to share this knowledge with you all. ๐Ÿ

Let's walk through a simplified guide to understanding how your Python code becomes a functioning program:

1๏ธโƒฃ ๐—ช๐—ฟ๐—ถ๐˜๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—–๐—ผ๐—ฑ๐—ฒ: We start with typing out our Python program in a text editor, saving it as a '.py' file.

2๏ธโƒฃ ๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ฒ๐˜๐—ฒ๐—ฟ: When we run the program, it's sent into the Python Interpreter, which is made up of two parts:

๐—–๐—ผ๐—บ๐—ฝ๐—ถ๐—น๐—ฒ๐—ฟ: This part changes our Python code into something called byte code. This byte code is saved in a '.pyc' file, helping our program run faster the next time.

๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—ฉ๐—ถ๐—ฟ๐˜๐˜‚๐—ฎ๐—น ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ (๐—ฃ๐—ฉ๐— ): The PVM uses the byte code and follows the instructions one by one until the program is finished or runs into an error.

3๏ธโƒฃ ๐—Ÿ๐—ถ๐—ฏ๐—ฟ๐—ฎ๐—ฟ๐˜† ๐— ๐—ผ๐—ฑ๐˜‚๐—น๐—ฒ๐˜€: If our program uses library modules from Python's standard library or elsewhere, these are also changed into byte code. The PVM then uses this byte code, allowing our program to use the features of these modules.

4๏ธโƒฃ ๐—™๐—ฟ๐—ผ๐—บ ๐—•๐˜†๐˜๐—ฒ ๐—–๐—ผ๐—ฑ๐—ฒ ๐˜๐—ผ ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—–๐—ผ๐—ฑ๐—ฒ: The PVM further converts the byte code into machine code, which is a series of 1s and 0s. This machine code is what your computer's brain, the CPU, can directly understand.

5๏ธโƒฃ ๐—ฅ๐˜‚๐—ป๐—ป๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ: After the machine code is ready, your computer uses it to run your program. And there you have it! Your Python program is up and running.

Understanding the transition from Python code to a running program provides insight into how Python, as an interpreted language, bridges the gap between the high-level code we write and the low-level operations performed by a computer.

Remember, the challenging questions often lead us to the most significant growth.

So keep asking, keep learning, and keep growing.

The deeper our understanding, the better we get at solving problems. ๐Ÿš€

Follow Maheshpal Singh Rathore for more content related to Programming and AI.

#Pythonย #softwareengineeringย #programming #coding
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IBM is Offering 21 Free courses for everyone.

I have shared some Job Opportunities below ๐Ÿ‘‡ so do check it out.

Join my telegram channel for Job Opportunities:
https://t.me/coding_squad


1. What is Data Science?
https://lnkd.in/dNeXhjUh

2. Python for Data Science, AI & Development
https://lnkd.in/d7VVShQE

3. Tools for Data Science
https://lnkd.in/dVjgyHKZ

4. Databases and SQL for Data Science with Python
https://lnkd.in/dR2Ay_VY

5. Machine Learning with Python
https://lnkd.in/dTYgcMtK

6. Data Science Methodology
https://lnkd.in/dJ3xKYsx

7. Data Visualization with Python
https://lnkd.in/dvMDD6GS

8. Data Analysis with Python
https://lnkd.in/dMJgizkQ

9. IBM Data Science Professional Certificate
https://lnkd.in/dPFqrmwQ

10. Python Project for Data Science
https://lnkd.in/d8R-p_2B

11. Exploratory Data Analysis for Machine Learning
https://lnkd.in/dbjP_9Sz

12. Introduction to Data Science Specialization
https://lnkd.in/dkGV29fV

13. Excel Basics for Data Analysis
https://lnkd.in/dehmnY4x

14. Fundamentals of Scalable Data Science
https://lnkd.in/dqmVuP4V

16. Introduction to Data Analytics
https://lnkd.in/dHzpWzyM

17. IBM Data Analyst Professional Certificate
https://lnkd.in/dP6QW_7u

18. Applied Data Science Capstone
https://lnkd.in/dVkWpu6S

19. Introduction to Artificial Intelligence (AI)
https://lnkd.in/dvTpRQYE

20. Introduction to Cybersecurity Tools & Cyber Attacks
https://lnkd.in/dGKN_yuv

21. IBM Cybersecurity Analyst Professional Certificate
https://lnkd.in/dGKN_yuv


Happy Learning!!!
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#jobs #jobshiring #freshersjob #hiring #machinelearning #python #powerbi #sql #statistics #tableau #dataanalysis

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