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Replit Python Programming+Python Bootcamp Beginner Tutorial
Learn Python in a day with the IDE used for vibe coding Replit+data types: Python string , Python list Python with+moreβ¦
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Learn Python in a day with the IDE used for vibe coding Replit+data types: Python string , Python list Python with+moreβ¦
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Cheat sheet on Python Data Types π
Python Data Types β the main data types in Python.
π’ Numbers β numerical types (int, float, complex)
βοΈ Bool β logical values (True, False)
π String β text strings
π List β mutable ordered collections
π Tuple β immutable ordered collections
π² Set β unique unordered elements
ποΈ Dict β collections of "key-value" pairs.
Helps to quickly orient yourself in data types and choose the appropriate structure for storing information π‘
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Python Data Types β the main data types in Python.
π’ Numbers β numerical types (int, float, complex)
βοΈ Bool β logical values (True, False)
π String β text strings
π List β mutable ordered collections
π Tuple β immutable ordered collections
π² Set β unique unordered elements
ποΈ Dict β collections of "key-value" pairs.
Helps to quickly orient yourself in data types and choose the appropriate structure for storing information π‘
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Python is like New Year. π You can pass a tuple to
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startswith and endswith. π»π#Python #Programming #TechTips #Coding #DevCommunity #LearnToCode
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Variables in Python are stickers, not boxes.
A variable doesn't store a value, but points to it. If you change a list, both variables will see the change. This makes sense with stickers. But with boxes, it's magic: two boxes mysteriously change simultaneously.
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#Python #Programming #Variables #Coding #Tech #DataScience
A variable doesn't store a value, but points to it. If you change a list, both variables will see the change. This makes sense with stickers. But with boxes, it's magic: two boxes mysteriously change simultaneously.
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What useful functions are there in the functools module?
Among the most popular ones: lru_cache for caching results, partial for partial application of arguments, wraps for preserving metadata in decorators and cmp_to_key for transforming a comparison function into a sorting key πβ¨
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Among the most popular ones: lru_cache for caching results, partial for partial application of arguments, wraps for preserving metadata in decorators and cmp_to_key for transforming a comparison function into a sorting key πβ¨
# functools module usage
from functools import lru_cache, partial, wraps, cmp_to_key
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Do you know that Python allows you to get all the object's attributes with one function without additional code? π
When you need to quickly check the state of an object, many manually access the attributes or dig into
But for this, Python already has a built-in function
It returns a dictionary of all the object's attributes, including the current state of the instance.
This is useful for debugging, logging, serialization, ORM, and analyzing the runtime state of objects.
Also,
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When you need to quickly check the state of an object, many manually access the attributes or dig into
__dict__.But for this, Python already has a built-in function
vars().vars(obj)
It returns a dictionary of all the object's attributes, including the current state of the instance.
{'x': 10}This is useful for debugging, logging, serialization, ORM, and analyzing the runtime state of objects.
print(vars(user))
Also,
vars() works with modules, classes, and any objects with dict.
vars(module)
π₯ vars()` β a rather underrated tool for quickly analyzing the state of objects during execution.#Python #Coding #Programming #Debugging #TechTips #DevLife
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Python there is a small convenience that not everyone knows about: in startswith and endswith you can pass an tuple of values directly
This allows you to check multiple options with one call, without long conditions and unnecessary code
π #Python #Programming #Coding #Tips #Developer #Tech
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This allows you to check multiple options with one call, without long conditions and unnecessary code
π #Python #Programming #Coding #Tips #Developer #Tech
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3 quick ways to merge dictionaries in Python π
1οΈβ£ The operator | (Python 3.9+) β the most modern and elegant way. Creates a new dictionary.
2οΈβ£ The in-place update operator |= (Python 3.9+) β if you need to modify the first dictionary in place.
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1οΈβ£ The operator | (Python 3.9+) β the most modern and elegant way. Creates a new dictionary.
dict1 = {'a': 1, 'b': 2}
dict2 = {'b': 99, 'c': 4}
combined = dict1 | dict2
# Result: {'a': 1, 'b': 99, 'c': 4} (values of the second dictionary replace the first)2οΈβ£ The in-place update operator |= (Python 3.9+) β if you need to modify the first dictionary in place.
dict1 |= dict2
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250+ Python DSA Coding Practice Test [Questions & Answers]
Python DSA Coding Interview Questions and Answers (Solution Code with Detailed Explanations) | Coding Practice Exercisesβ¦
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Python DSA Coding Interview Questions and Answers (Solution Code with Detailed Explanations) | Coding Practice Exercisesβ¦
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π₯ 10 GitHub Repositories to Scrape Almost Any Website
1. Firecrawl
Turns entire websites into clean, AI-ready Markdown or structured data with just a few API calls. Perfect for feeding LLMs. π€
2. Crawl4AI
An open source python crawler built specifically for AI. Extracts clean, structured content optimized for LLMs. π
3. Browser Use
AI Agent that control browsers like a human. It allows an AI agent to dynamically visually navigate, click elements, bypass popups, and extract data. π±οΈ
4. Crawlee
A powerful scraping framework for building fast, reliable crawlers with support for Playwright, Puppeteer, and Cheerio. β‘
5. Scrapy
One of the most popular Python frameworks for large-scale web scraping and crawling projects. π·οΈ
6. MarkItDown
Converts PDFs, Office documents, HTML, and many other file types into clean Markdown for AI workflows. π
7. Scrapling
A modern Python scraping library that combines speed, browser automation, and smart parsing with a simple API. π
8. Skyvern
An AI-powered scraping tool that dynamically solve CAPTCHAs, log into complex portals, and extract data without requiring any pre-defined HTML selectors or XPaths. π
9. AutoScraper
Automatically learns how to extract similar data from web pages by showing it just a few examples. π§
10. curl-impersonate
Makes cURL mimic real browsers like Chrome and Safari to bypass bot detection and access protected websites more reliably. π΅οΈ
π‘ Save this list for your next web scraping or AI automation project.
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1. Firecrawl
Turns entire websites into clean, AI-ready Markdown or structured data with just a few API calls. Perfect for feeding LLMs. π€
2. Crawl4AI
An open source python crawler built specifically for AI. Extracts clean, structured content optimized for LLMs. π
3. Browser Use
AI Agent that control browsers like a human. It allows an AI agent to dynamically visually navigate, click elements, bypass popups, and extract data. π±οΈ
4. Crawlee
A powerful scraping framework for building fast, reliable crawlers with support for Playwright, Puppeteer, and Cheerio. β‘
5. Scrapy
One of the most popular Python frameworks for large-scale web scraping and crawling projects. π·οΈ
6. MarkItDown
Converts PDFs, Office documents, HTML, and many other file types into clean Markdown for AI workflows. π
7. Scrapling
A modern Python scraping library that combines speed, browser automation, and smart parsing with a simple API. π
8. Skyvern
An AI-powered scraping tool that dynamically solve CAPTCHAs, log into complex portals, and extract data without requiring any pre-defined HTML selectors or XPaths. π
9. AutoScraper
Automatically learns how to extract similar data from web pages by showing it just a few examples. π§
10. curl-impersonate
Makes cURL mimic real browsers like Chrome and Safari to bypass bot detection and access protected websites more reliably. π΅οΈ
π‘ Save this list for your next web scraping or AI automation project.
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