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Описание: 📚 Learn Python Programming | Beginner to Advanced Tutorials 🌟 #coding #code #programming
Welcome to @SelfTaughtHustle , your ultimate destination for mastering Python programming ! Whether you're a complete beginner or an experienced developer looking to level up your skills, this channel is packed with step-by-step tutorials , real-world projects , and coding tips to help you succeed.

🔥 Why Subscribe?
✅ Beginner-Friendly Python Tutorials : Start coding from scratch and build a strong foundation in Python.
✅ Hands-On Projects : Learn by doing with practical projects like web development, automation scripts, data analysis, and machine learning.
✅ Python Tips & Tricks : Boost your productivity with expert advice and shortcuts.
✅ Interview Prep : Ace your coding interviews with Python-specific problem-solving techniques.
✅ Free Resources : Access downloadable code snippets, cheat sheets, and guides in the video descriptions.

🎯 Topics Covered :

Python Basics : Variables, loops, functions, and conditionals.
Object-Oriented Programming (OOP) : Classes, objects, inheritance, and polymorphism.
Data Science & Machine Learning : NumPy, Pandas, Matplotlib, Scikit-learn, and more.
Automation & Scripting : Automate repetitive tasks with Python scripts.
Web Development : Build dynamic websites with Flask and Django.
Game Development : Create games using Pygame.
APIs & Web Scraping : Fetch and process data from the web.
💡 Perfect For :

Aspiring developers looking to learn Python programming .
Students preparing for exams or certifications.
Professionals transitioning into tech careers.
Hobbyists eager to explore data science , automation , and AI .
🚀 Join Our Community :
Subscribe now and hit the notification bell 🔔 to stay updated with weekly uploads. Follow us on [Social Media Links] for bonus content, live Q&A sessions, and exclusive resources. Let’s make coding fun, simple, and accessible for everyone!

🔗 Popular Playlists :

📊 Data Science with Python :    / @selftaughthustle  
🌐 Web Development with Flask/Django :    / @selftaughthustle  
🤖 Machine Learning Projects :    / @selftaughthustle  
📌 Keywords :General Terms
Web Scraping – Extracting data from websites
Data Extraction – Retrieving specific data from web pages
Web Crawling – Navigating and indexing web pages
Parsing – Analyzing and structuring extracted data
Data Mining – Finding patterns in large datasets
Scraping Techniques
Static Scraping – Extracting data from simple, non-dynamic websites
Dynamic Scraping – Scraping JavaScript-rendered content
Headless Browser Scraping – Using a browser without a UI (e.g., Selenium, Puppeteer)
API Scraping – Extracting data via official/unofficial APIs
Proxy Rotation – Using multiple IPs to avoid bans
Captcha Bypass – Solving captchas automatically
Tools & Libraries
Python – Popular language for scraping
BeautifulSoup – Library for parsing HTML/XML
Scrapy – Framework for large-scale web scraping
Selenium – Browser automation tool
Requests – HTTP library for making web requests
Puppeteer – Node.js library for headless Chrome scraping
Playwright – Alternative to Puppeteer with multi-browser support
Challenges & Solutions
IP Blocking – Prevented from accessing a site
Solution: Proxies, VPNs, User-Agent rotation
Rate Limiting – Restricted requests per time period
Solution: Throttling, Delays, Randomized requests
Captcha Protection – Sites requiring human verification
Solution: Captcha Solvers, Headless Browsers
JavaScript Rendering – Content not available in page source
Solution: Selenium, Puppeteer, Playwright
Anti-Scraping Mechanisms – Measures preventing automated access
Solution: Mimicking Human Behavior, Rotating Headers, Using Residential Proxies
Data Formats & Storage
JSON – JavaScript Object Notation
CSV – Comma-Separated Values
Excel – Spreadsheet format
SQL – Structured Query Language for databases
NoSQL – Non-relational databases (MongoDB, Firebase)
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