Python Coding: The Silent Symphony

Python Knowledge Base - Your Ultimate Guide to Mastering Python.

Why knowledgebase ?


“Knowledge is a weapon. I intend to be formidably armed.”
- Terry Goodkind.

I believe that Knowledge Shared = Knowledge 2.

Python Knowledge Hub meme.
Python Knowledge Hub meme.

Python Knowledge Base: Make coding great again.
- Updated: 2024-12-11 by Andrey BRATUS, Senior Data Analyst.


Knowledge sharing, the ultimate test of patience, as you attempt to explain complex concepts to the uninitiated, only to be met with blank stares and the sudden urge to bang your head against the nearest wall.


Once upon the time while learning Python...


Modern world of hard and unpredictable challenges is pretty tough, but sometimes it gives us opportunities to apply and monetize your skills. Some useful things once discovered must be stored in secure place to be helpful in future when needed. So I collected information on Python coding/programming, Computer Science, Statistics and Probability theory, Data Science and Machine Learning, SEO and WEB development spiced up with fun resources below in case someone (even me) find them helpful in a form of a knowledgebase.

Python is important today because it is a versatile and powerful programming language that can be used for a wide range of applications. It is easy to learn and has a simple syntax, making it a popular choice for beginners. Python is also used extensively in data science and machine learning, as it has many powerful libraries and tools for working with data. Additionally, it is widely used in web development, automation, and scientific computing. Its popularity and versatility make it a valuable skill for developers, data scientists, and anyone interested in programming.



Big data, statistics and Python coding fun journey awaits for your participation as well. Your valuable materials will appear here with all links to authors if needed, contacts are at the page footer - mail/contact me with ADD MY STUFF subject. Let's make world the better/wise/aware place together today.

Discovering something new every day, handling new practices and abilities, new techniques is quite exiting. Mutual sharing adds the valuse. Feedback makes the miracle. Be part of web change and digital transformation !!!

Constant update will add value to this collection, more useful links to come.



  1. Data Analysis, Data Science and Machine Learning:

    2. With Python in data science, you can finally automate all your data analysis tasks and pretend you're a data wizard. Just copy and paste some code, and voila! You're a data scientist, or so you think.

  2. Statistics and Probability theory with Python:

    3. Python in statistics and probability: the perfect tool for those who believe that complex statistical concepts can be reduced to simple code snippets and one-size-fits-all formulas. Who needs to delve into the nuances and complexities of the field when you have Python to simplify it all?

  3. Useful Python - Use cases and The Code:

    4. Python's versatility allows you to write code that can do everything from solving complex mathematical equations to generating ASCII art of your favorite animal. Because why stop at practicality when you can unleash your imagination?

  4. Python for Webmasters - must have SEO tools for every WEB Developer:

    5. Python, the superhero of webmasters and SEO specialists, swooping in to save the day by automating tasks faster than you can say "search engine optimization." Who needs a cape when you have Python?

  5. Main Python algorithms - Computer Science and Data Structure:

    6. With Python's power and efficiency, you can conquer any data structure or algorithm challenge with ease. It's like having a Swiss army knife that can slice through arrays, dice up linked lists, and juggle binary trees all at once.

  6. Business, Finance and Trading - Must Have Python Scripts for efficient data analysis:

    7. They say money can't buy happiness, but with Python in finance, you can at least pretend to be a financial genius while you let the algorithms take the wheel. Just sit back, relax, and hope for the best - because what could possibly go wrong?

  7. Security, network administration and EH - DevOps Plus:

    8. Python, the double-edged sword of security and ethical hacking, where you can defend systems with one hand and penetrate them with the other. It's like being a cybersecurity superhero who walks the fine line between good and mischievous.

  8. Jokes, memes and fun:

    9. They say jokes are the ultimate productivity killers disguised as innocent sources of laughter. They have the power to turn a 5-minute break into a 5-hour procrastination marathon. Who needs efficiency when you can spend hours scrolling through endless memes?

  9. Handy external links:

    10. Useful external links, the secret weapon in your online arsenal, allowing you to conveniently navigate away from this perfect Knowledge Base you're on, just when you thought you were getting things done efficiently. It's like having a helpful friend who constantly distracts you with interesting trivia when you're trying to focus.