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Title: GitHub - Srinivas-learn-ai/python-basics: If you're coming from one of my Python tutorials, you'll find the code here. This repo is quite useless otherwise. :) · GitHub

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X Title: GitHub - Srinivas-learn-ai/python-basics: If you're coming from one of my Python tutorials, you'll find the code here. This repo is quite useless otherwise. :)

Description: If you're coming from one of my Python tutorials, you'll find the code here. This repo is quite useless otherwise. :) - Srinivas-learn-ai/python-basics

Open Graph Description: If you're coming from one of my Python tutorials, you'll find the code here. This repo is quite useless otherwise. :) - Srinivas-learn-ai/python-basics

X Description: If you're coming from one of my Python tutorials, you'll find the code here. This repo is quite useless otherwise. :) - Srinivas-learn-ai/python-basics

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speed-up-slow-python-code	https://github.com/Srinivas-learn-ai/python-basics/tree/main/speed-up-slow-python-code
speed-up-slow-python-code	https://github.com/Srinivas-learn-ai/python-basics/tree/main/speed-up-slow-python-code
speed-up-slow-python	https://github.com/Srinivas-learn-ai/python-basics/tree/main/speed-up-slow-python
speed-up-slow-python	https://github.com/Srinivas-learn-ai/python-basics/tree/main/speed-up-slow-python
sql-index	https://github.com/Srinivas-learn-ai/python-basics/tree/main/sql-index
sql-index	https://github.com/Srinivas-learn-ai/python-basics/tree/main/sql-index
sql-tips	https://github.com/Srinivas-learn-ai/python-basics/tree/main/sql-tips
sql-tips	https://github.com/Srinivas-learn-ai/python-basics/tree/main/sql-tips
sqlite-tut	https://github.com/Srinivas-learn-ai/python-basics/tree/main/sqlite-tut
sqlite-tut	https://github.com/Srinivas-learn-ai/python-basics/tree/main/sqlite-tut
stats-with-python	https://github.com/Srinivas-learn-ai/python-basics/tree/main/stats-with-python
stats-with-python	https://github.com/Srinivas-learn-ai/python-basics/tree/main/stats-with-python
string-manipulation	https://github.com/Srinivas-learn-ai/python-basics/tree/main/string-manipulation
string-manipulation	https://github.com/Srinivas-learn-ai/python-basics/tree/main/string-manipulation
switch-case	https://github.com/Srinivas-learn-ai/python-basics/tree/main/switch-case
switch-case	https://github.com/Srinivas-learn-ai/python-basics/tree/main/switch-case
timedelta	https://github.com/Srinivas-learn-ai/python-basics/tree/main/timedelta
timedelta	https://github.com/Srinivas-learn-ai/python-basics/tree/main/timedelta
tracemalloc-tutorial	https://github.com/Srinivas-learn-ai/python-basics/tree/main/tracemalloc-tutorial
tracemalloc-tutorial	https://github.com/Srinivas-learn-ai/python-basics/tree/main/tracemalloc-tutorial
unit-testing	https://github.com/Srinivas-learn-ai/python-basics/tree/main/unit-testing
unit-testing	https://github.com/Srinivas-learn-ai/python-basics/tree/main/unit-testing
useful-decorators	https://github.com/Srinivas-learn-ai/python-basics/tree/main/useful-decorators
useful-decorators	https://github.com/Srinivas-learn-ai/python-basics/tree/main/useful-decorators
useful-python-functions	https://github.com/Srinivas-learn-ai/python-basics/tree/main/useful-python-functions
useful-python-functions	https://github.com/Srinivas-learn-ai/python-basics/tree/main/useful-python-functions
useful-python-one-liners	https://github.com/Srinivas-learn-ai/python-basics/tree/main/useful-python-one-liners
useful-python-one-liners	https://github.com/Srinivas-learn-ai/python-basics/tree/main/useful-python-one-liners
vector-search-from-scratch	https://github.com/Srinivas-learn-ai/python-basics/tree/main/vector-search-from-scratch
vector-search-from-scratch	https://github.com/Srinivas-learn-ai/python-basics/tree/main/vector-search-from-scratch
walrus-operator	https://github.com/Srinivas-learn-ai/python-basics/tree/main/walrus-operator
walrus-operator	https://github.com/Srinivas-learn-ai/python-basics/tree/main/walrus-operator
working-with-large-datasets	https://github.com/Srinivas-learn-ai/python-basics/tree/main/working-with-large-datasets
working-with-large-datasets	https://github.com/Srinivas-learn-ai/python-basics/tree/main/working-with-large-datasets
working-with-orc	https://github.com/Srinivas-learn-ai/python-basics/tree/main/working-with-orc
working-with-orc	https://github.com/Srinivas-learn-ai/python-basics/tree/main/working-with-orc
write-better-funcs	https://github.com/Srinivas-learn-ai/python-basics/tree/main/write-better-funcs
write-better-funcs	https://github.com/Srinivas-learn-ai/python-basics/tree/main/write-better-funcs
write-efficient-data-classes	https://github.com/Srinivas-learn-ai/python-basics/tree/main/write-efficient-data-classes
write-efficient-data-classes	https://github.com/Srinivas-learn-ai/python-basics/tree/main/write-efficient-data-classes
README.md	https://github.com/Srinivas-learn-ai/python-basics/blob/main/README.md
README.md	https://github.com/Srinivas-learn-ai/python-basics/blob/main/README.md
README	https://github.com/Srinivas-learn-ai/python-basics
	https://github.com/Srinivas-learn-ai/python-basics#python-tutorials
	https://camo.githubusercontent.com/8aeae2240a77dea8f663bf47c7c0ed893a1608cb2e457aabf105c77fe839d085/68747470733a2f2f692e696d6775722e636f6d2f344b63686747442e706e67
Code	https://github.com/balapriyac/python-basics/tree/main/decorator-patterns
Custom Python Decorator Patterns Worth Copy-Pasting Forever	https://www.kdnuggets.com/custom-python-decorator-patterns-worth-copy-pasting-forever
Code	https://github.com/balapriyac/python-basics/tree/main/makefiles
The Case for Makefiles in Python Projects (And How to Get Started)	https://www.kdnuggets.com/the-case-for-makefiles-in-python-projects-and-how-to-get-started
Code	https://github.com/balapriyac/python-basics/blob/main/useful-python-one-liners/python_math_n_stats_one_liners.ipynb
10 Python Math & Statistical Analysis One-Liners	https://www.kdnuggets.com/10-python-math-statistical-analysis-one-liners
Code	https://github.com/balapriyac/python-basics/blob/main/useful-python-one-liners/python_json_one_liners.ipynb
10 Python One-Liners for JSON Parsing and Processing	https://www.kdnuggets.com/10-python-one-liners-for-json-parsing-and-processing
Code	https://github.com/balapriyac/python-basics/tree/main/optimize-python-code
How to Optimize Your Python Code Even If You’re a Beginner	https://www.kdnuggets.com/how-to-optimize-your-python-code-even-if-youre-a-beginner
Code	https://github.com/balapriyac/python-basics/tree/main/functools-n-itertools
Python functools & itertools: 7 Super Handy Tools for Smarter Code	https://www.kdnuggets.com/python-functools-itertools-7-super-handy-tools-for-smarter-code
Code	https://github.com/balapriyac/python-basics/tree/main/useful-python-functions/uncommon-uses-of-common-functions
Uncommon Uses of Common Python Standard Library Functions	https://www.kdnuggets.com/uncommon-uses-of-common-python-standard-library-functions
Code	https://github.com/balapriyac/python-basics/tree/main/clean-python
Stop Writing Messy Python: A Clean Code Crash Course	https://www.kdnuggets.com/stop-writing-messy-python-a-clean-code-crash-course
Code	https://github.com/balapriyac/python-basics/tree/main/readable-python-functions
The Art of Writing Readable Python Functions	https://www.kdnuggets.com/the-art-of-writing-readable-python-functions
Code	https://github.com/balapriyac/python-basics/blob/main/efficient-python-for-beginners/main.py
How to Write Efficient Python Code Even If You’re a Beginner	https://www.kdnuggets.com/how-to-write-efficient-python-code-even-if-youre-a-beginner
Code	https://github.com/balapriyac/python-basics/tree/main/data-structures
Python Data Structures Every Programmer Should Know	https://www.kdnuggets.com/python-data-structures-every-programmer-should-know
Code	https://github.com/balapriyac/python-basics/tree/main/misused-python-functions
7 Python Functions You’re Probably Misusing (And Don’t Realize It)	https://www.kdnuggets.com/7-python-functions-youre-probably-misusing-and-dont-realize-it
Code	https://github.com/balapriyac/python-basics/tree/main/go-intro
A Gentle Introduction to Go for Python Programmers	https://www.kdnuggets.com/a-gentle-introduction-to-go-for-python-programmers
Code	https://github.com/balapriyac/python-basics/tree/main/big-o-examples
Big O Complexity Cheat Sheet for Coding Interviews	https://www.kdnuggets.com/big-o-complexity-cheat-sheet-coding-interviews
Code	https://github.com/balapriyac/python-basics/tree/main/better-python
5 Python Tips for Data Efficiency and Speed	https://www.kdnuggets.com/5-python-tips-for-data-efficiency-and-speed
Code	https://github.com/balapriyac/python-basics/blob/main/automate-data-cleaning/useful_snippets.py
Creating Automated Data Cleaning Pipelines Using Python and Pandas	https://www.kdnuggets.com/creating-automated-data-cleaning-pipelines-using-python-and-pandas
Code	https://github.com/balapriyac/python-basics/blob/main/automate-data-cleaning/automate_5_steps.py
How to Fully Automate Data Cleaning with Python in 5 Steps	https://www.kdnuggets.com/how-to-fully-automate-data-cleaning-with-python-in-5-steps
Code	https://github.com/balapriyac/python-basics/tree/main/error-handling
Advanced Error Handling in Python: Beyond Try-Except	https://www.kdnuggets.com/advanced-error-handling-in-python-beyond-try-except
Code	https://github.com/balapriyac/python-basics/tree/main/any-all
Python any() and all() Functions – Explained with Examples	https://www.freecodecamp.org/news/python-any-and-all-functions-explained-with-examples/
Code	https://github.com/balapriyac/python-basics/tree/main/python-lists
Lists in Python – A Comprehensive Guide	https://www.freecodecamp.org/news/lists-in-python-comprehensive-guide/
Code	https://github.com/balapriyac/python-basics/blob/main/built-in-data-structs/update-python-dicts/update_dict.py
How to Update a Python Dictionary	https://www.kdnuggets.com/2023/02/update-python-dictionary.html
Code	https://github.com/balapriyac/python-basics/tree/main/generators-101
Getting Started with Python Generators	https://www.kdnuggets.com/2023/02/getting-started-python-generators.html
Code	https://github.com/balapriyac/python-basics/blob/main/built-in-data-structs/set-diff/set-difference.py
How to Find Set Difference in Python	https://www.kdnuggets.com/2023/03/find-set-difference-python.html
Code	https://github.com/balapriyac/python-basics/tree/main/bytes2str
Convert Bytes to String in Python: A Tutorial for Beginners	https://www.kdnuggets.com/convert-bytes-to-string-in-python-a-tutorial-for-beginners
Code	https://github.com/balapriyac/python-basics/tree/main/regex
5 Tips for Using Regular Expressions in Data Cleaning	https://www.kdnuggets.com/5-tips-for-using-regular-expressions-in-data-cleaning
Code	https://github.com/balapriyac/python-basics/tree/main/data-cleaning
10 Useful Python One-Liners for Data Cleaning	https://www.kdnuggets.com/10-useful-python-one-liners-for-data-cleaning
Code	https://github.com/balapriyac/python-basics/tree/main/unit-testing/functions
How to Write Unit Tests for Python Functions	https://www.freecodecamp.org/news/how-to-write-unit-tests-for-python-functions/
Code	https://github.com/balapriyac/python-basics/tree/main/unit-testing/classes
How to Write Unit Tests for Instance Methods in Python	https://www.freecodecamp.org/news/how-to-write-unit-tests-for-instance-methods-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/handle-large-datasets
Tips for Handling Large Datasets in Python	https://www.kdnuggets.com/tips-handling-large-datasets-python
Code	https://github.com/balapriyac/python-basics/tree/main/caching
How To Speed Up Python Code with Caching	https://www.kdnuggets.com/how-to-speed-up-python-code-with-caching
Code	https://github.com/balapriyac/python-basics/tree/main/custom-exceptions
How (and Why) To Create Custom Exceptions in Python	https://www.kdnuggets.com/how-and-why-to-create-custom-exceptions-in-python
Code	https://github.com/balapriyac/python-basics/tree/main/coding-interview-tips
7 Must-Know Python Tips for Coding Interviews	https://www.kdnuggets.com/2023/03/7-mustknow-python-tips-coding-interviews.html
Code	https://github.com/balapriyac/python-basics/tree/main/sql-index
How To Speed Up SQL Queries Using Indexes [Python Edition]	https://www.kdnuggets.com/2023/08/speed-sql-queries-indexes-python-edition.html
Code	https://github.com/balapriyac/python-basics/tree/main/write-better-funcs
5 Tips for Writing Better Python Functions	https://www.kdnuggets.com/5-tips-for-writing-better-python-functions
Code	https://github.com/balapriyac/python-basics/tree/main/function-args
Python Function Arguments: A Definitive Guide	https://www.kdnuggets.com/2023/02/python-function-arguments-definitive-guide.html
Code	https://github.com/balapriyac/python-basics/tree/main/partial-functions
Partial Functions in Python: A Guide for Developers	https://www.kdnuggets.com/partial-functions-in-python-a-guide-for-developers
Code	https://github.com/balapriyac/python-basics/tree/main/useful-python-functions
Lesser-Known Python Functions That Are Super Useful	https://www.kdnuggets.com/lesser-known-python-functions-that-are-super-useful
Code	https://github.com/balapriyac/python-basics/tree/main/intro-to-docker
A Gentle Introduction to Docker for Python Developers	https://www.kdnuggets.com/a-gentle-introduction-to-docker-for-python-developers
Code	https://github.com/balapriyac/python-basics/tree/main/for-else
How Does Python's For-Else Loop Construct Work?	https://www.freecodecamp.org/news/for-else-loop-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/sqlite-tut
A Guide to Working with SQLite Databases in Python	https://www.kdnuggets.com/a-guide-to-working-with-sqlite-databases-in-python
Code	https://github.com/balapriyac/psycopg2-tutorial
PostgreSQL in Python Using Psycopg2	https://earthly.dev/blog/psycopg2-postgres-python/
Code	https://github.com/balapriyac/python-basics/tree/main/keyerrors
How to Handle KeyErrors in Python – with Code Examples	https://www.freecodecamp.org/news/how-to-handle-keyerror-exceptions-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/common-gotchas
5 Common Python Gotchas (And How To Avoid Them)	https://www.kdnuggets.com/5-common-python-gotchas-and-how-to-avoid-them
Code	https://github.com/balapriyac/python-basics/blob/main/common-gotchas/python_oddities.ipynb
Python Oddities That Might Surprise You	https://www.kdnuggets.com/python-oddities-might-surprise-you
Code	https://github.com/balapriyac/python-basics/tree/main/custom_context_manager
How To Create Custom Context Managers in Python	https://www.kdnuggets.com/how-to-create-custom-context-managers-in-python
Code	https://github.com/balapriyac/python-basics/tree/main/dict-to-json
Convert Python Dict to JSON: A Tutorial for Beginners	https://www.kdnuggets.com/convert-python-dict-to-json-a-tutorial-for-beginners
Code	https://github.com/balapriyac/python-basics/tree/main/enums
Python Enum: How To Build Enumerations in Python	https://www.kdnuggets.com/python-enum-how-to-build-enumerations-in-python
Code	https://github.com/balapriyac/python-basics/tree/main/natural-sorting
Exploring Natural Sorting in Python	https://www.kdnuggets.com/exploring-natural-sorting-in-python
Code	https://github.com/balapriyac/python-basics/tree/main/pydantic-basics
Pydantic Tutorial: Data Validation in Python Made Simple	https://www.kdnuggets.com/pydantic-tutorial-data-validation-in-python-made-simple
Code	https://github.com/balapriyac/python-basics/tree/main/pathlib-tutorial
How To Navigate the Filesystem with Python’s Pathlib	https://www.kdnuggets.com/how-to-navigate-the-filesystem-with-pythons-pathlib
Code	https://github.com/balapriyac/python-basics/tree/main/pathlib-examples
Organize, Search, and Back Up Files with Python’s Pathlib	https://www.kdnuggets.com/organize-search-and-back-up-files-with-pythons-pathlib
Code	https://github.com/balapriyac/python-basics/tree/main/walrus-operator
How (Not) To Use Python’s Walrus Operator	https://www.kdnuggets.com/how-not-to-use-pythons-walrus-operator
Code	https://github.com/balapriyac/python-basics/tree/main/tracemalloc-tutorial
How To Trace Memory Allocation in Python	https://www.kdnuggets.com/how-to-trace-memory-allocation-in-python
Code	https://github.com/balapriyac/python-basics/blob/main/merge-dict/main.py
3 Simple Ways to Merge Python Dictionaries	https://www.kdnuggets.com/3-simple-ways-to-merge-python-dictionaries
Code	https://github.com/balapriyac/python-basics/tree/main/pytest
Beginner’s Guide to Unit Testing Python Code with Pytest	https://www.kdnuggets.com/beginners-guide-unit-testing-python-code-pytest
Code	https://github.com/balapriyac/python-basics/blob/main/string-manipulation/string_manipulation_one_liners.ipynb
15 Useful Python One-Liners for String Manipulation	https://www.kdnuggets.com/15-useful-python-one-liners-string-manipulation
Code	https://github.com/balapriyac/python-basics/tree/main/useful-decorators
7 Powerful Python Decorators to Level Up Your Coding Game	https://www.kdnuggets.com/7-powerful-python-decorators-to-level-up-your-coding-game
Code	https://github.com/balapriyac/python-basics/blob/main/useful-python-functions/useless_python_functions.ipynb
7 “Useless” Python Standard Library Functions You Should Know	https://www.kdnuggets.com/7-useless-python-standard-library-functions-you-should-know
Code	https://github.com/balapriyac/python-basics/tree/main/timedelta
How to Use timedelta Objects in Python to Work with Dates	https://www.freecodecamp.org/news/how-to-use-timedelta-objects-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/logging
Logging in Python: A Developer’s Guide	https://blog.sentry.io/logging-in-python-a-developers-guide/
Code	https://github.com/balapriyac/python-basics/tree/main/python-for-beginners
Python for Data Science (Free 7-Day Mini-Course)	https://www.kdnuggets.com/python-for-data-science-free-7-day-mini-course
Code	https://github.com/balapriyac/python-basics/tree/main/config-management-basics/env-vars
How to Work with Environment Variables in Python	https://www.freecodecamp.org/news/how-to-work-with-environment-variables-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/config-management-basics/parsing-ini-files
How to Parse INI Config Files in Python with Configparser	https://www.freecodecamp.org/news/how-to-parse-ini-config-files-in-python-with-configparser/
Code	https://github.com/balapriyac/python-basics/tree/main/config-management-basics/parsing-toml-files
How to Work with TOML Files in Python	https://www.freecodecamp.org/news/how-to-work-with-toml-files-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/pydantic-for-python-devs
The Complete Guide to Pydantic for Python Developers	https://machinelearningmastery.com/the-complete-guide-to-pydantic-for-python-developers/
Code	https://github.com/balapriyac/python-basics/tree/main/parsing-json
How to Parse JSON in Python – A Complete Guide With Examples	https://www.freecodecamp.org/news/how-to-parse-json-in-python-with-examples/
Code	https://github.com/balapriyac/python-basics/tree/main/parse-xml
How to Parse XML in Python Without Using External Libraries	https://www.freecodecamp.org/news/how-to-parse-xml-in-python-without-using-external-libraries/
Code	https://github.com/balapriyac/python-basics/blob/main/readable-python-functions/write_better_functions.ipynb
How to Write Readable Python Functions Even If You’re a Beginner	https://www.kdnuggets.com/how-to-write-readable-python-functions-even-if-youre-a-beginner
Code	https://github.com/balapriyac/python-basics/tree/main/config-management-basics/working-with-yaml
How to Work with YAML in Python – A Guide with Examples	https://www.freecodecamp.org/news/how-to-work-with-yaml-in-python-a-guide-with-examples/
Code	https://github.com/balapriyac/python-basics/tree/main/write-efficient-data-classes
How to Write Efficient Python Data Classes	https://www.kdnuggets.com/how-to-write-efficient-python-data-classes
Code	https://github.com/balapriyac/python-basics/tree/main/secure-hashing
How to Perform Secure Hashing Using Python's hashlib Module	https://www.freecodecamp.org/news/how-to-perform-secure-hashing-using-pythons-hashlib-module/
Code	https://github.com/balapriyac/python-basics/tree/main/working-with-large-datasets
How to Handle Large Datasets in Python Even If You’re a Beginner	https://www.kdnuggets.com/how-to-handle-large-datasets-in-python-even-if-youre-a-beginner
Code	https://github.com/balapriyac/python-basics/tree/main/logging-for-python-devs
The Complete Guide to Logging for Python Developers	https://www.kdnuggets.com/the-complete-guide-to-logging-for-python-developers
Code	https://github.com/balapriyac/python-basics/tree/main/working-with-orc
How to Work with the ORC File Format in Python – A Guide with Examples	https://www.freecodecamp.org/news/how-to-work-with-the-orc-file-format-in-python-a-guide-with-examples/
Code	https://github.com/balapriyac/python-basics/tree/main/memory-management
Everything You Need to Know About How Python Manages Memory	https://machinelearningmastery.com/everything-you-need-to-know-about-how-python-manages-memory/
Code	https://github.com/balapriyac/python-basics/tree/main/DIY-python-funcs/json-processing
5 Useful DIY Python Functions for JSON Parsing and Processing	https://www.kdnuggets.com/5-useful-diy-python-functions-for-json-parsing-and-processing
Code	https://github.com/balapriyac/python-basics/tree/main/DIY-python-funcs/datetime-parsing
5 Useful DIY Python Functions for Parsing Dates and Times	https://www.kdnuggets.com/5-useful-diy-python-functions-for-parsing-dates-and-times
Code	https://github.com/balapriyac/python-basics/tree/main/design-patterns/singleton
How to Build a Singleton in Python (and Why You Probably Shouldn't)	https://www.freecodecamp.org/news/how-to-build-a-singleton-in-python-and-why-you-probably-shouldnt/
Code	https://github.com/balapriyac/python-basics/tree/main/design-patterns/builder
How to Use the Builder Pattern in Python – A Practical Guide for Developers	https://www.freecodecamp.org/news/how-to-use-the-builder-pattern-in-python-a-practical-guide-for-devs/
Code	https://github.com/balapriyac/python-basics/tree/main/design-patterns/factory
How to Use the Factory Pattern in Python - A Practical Guide	https://www.freecodecamp.org/news/how-to-use-the-factory-pattern-in-python-a-practical-guide/
Code	https://github.com/balapriyac/python-basics/tree/main/design-patterns/observer
How to Implement the Observer Pattern in Python	https://www.freecodecamp.org/news/how-to-implement-the-observer-pattern-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/design-patterns/strategy
How to Implement the Strategy Pattern in Python	https://www.freecodecamp.org/news/how-to-implement-the-strategy-pattern-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/design-patterns/command
How to Use the Command Pattern in Python	https://www.freecodecamp.org/news/how-to-use-the-command-pattern-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/building-a-simple-mcp-server
Building a Simple MCP Server in Python	https://machinelearningmastery.com/building-a-simple-mcp-server-in-python/
Code	https://github.com/balapriyac/python-basics/tree/main/parquet
How to Work with Parquet Files in Python – A Guide with Examples	https://dev.to/balapriya/how-to-work-with-parquet-files-in-python-a-guide-with-examples-16l6
Code	https://github.com/balapriyac/python-basics/tree/main/recursion
Recursion in Python – A Practical Introduction for Beginners	https://www.freecodecamp.org/news/recursion-in-python-intro-for-beginners/
Code	https://github.com/balapriyac/python-basics/blob/main/stats-with-python/stats_with_python_1.ipynb
Descriptive Statistics with Python for Beginner Data Scientists	https://dev.to/balapriya/descriptive-statistics-with-python-for-beginner-data-scientists-1001
Code	https://github.com/balapriyac/python-basics/tree/main/speed-up-slow-python-code
How to Speed Up Slow Python Code Even If You’re a Beginner	https://www.kdnuggets.com/how-to-speed-up-slow-python-code-even-if-youre-a-beginner
Code	https://github.com/balapriyac/python-basics/tree/main/DIY-python-funcs/error_handling
5 Useful DIY Python Functions for Error Handling	https://www.kdnuggets.com/5-useful-diy-python-functions-for-error-handling
Code	https://github.com/balapriyac/python-basics/tree/main/batch-vs-streaming-pipelines
Efficient Data Processing in Python: Batch vs Streaming Pipelines Explained	https://www.freecodecamp.org/news/efficient-data-processing-in-python-batch-vs-streaming-pipelines/
Code	https://github.com/balapriyac/python-basics/tree/main/vector-search-from-scratch
How to Build Vector Search From Scratch in Python	https://www.kdnuggets.com/how-to-build-vector-search-from-scratch-in-python
Code	https://github.com/balapriyac/python-basics/tree/main/context-aware-search
Building Context-Aware Search in Python with LLM Embeddings + Metadata	https://machinelearningmastery.com/building-context-aware-search-in-python-with-llm-embeddings-metadata/
Readme	https://github.com/Srinivas-learn-ai/python-basics#readme-ov-file
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Releases	https://github.com/Srinivas-learn-ai/python-basics/releases
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