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Title: What Can I Do With Python? – Real Python

Open Graph Title: What Can I Do With Python? – Real Python

Description: Learn how Python builds software, powers AI, automates tasks, and drives robotics. Discover tools and projects to guide your programming journey.

Open Graph Description: Learn how Python builds software, powers AI, automates tasks, and drives robotics. Discover tools and projects to guide your programming journey.

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Vibe Coding and AI Agentshttps://realpython.com/world-class-companies-using-python/#vibe-coding-and-ai-agents
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Python API Tutorialshttps://realpython.com/tutorials/api/
Python Web Applications: Deploy Your Script as a Flask Apphttps://realpython.com/python-web-applications/
Get Started With FastAPIhttps://realpython.com/get-started-with-fastapi/
Get Started With Django: Build a Portfolio Apphttps://realpython.com/get-started-with-django-1/
Build a Personal Diary With Django and Pythonhttps://realpython.com/django-diary-project-python/
Build a Blog From Scratch With Djangohttps://realpython.com/build-a-blog-from-scratch-django/
Python REST APIs With Flask, Connexion, and SQLAlchemyhttps://realpython.com/flask-connexion-rest-api/
Build a Code Image Generator With Pythonhttps://realpython.com/python-code-image-generator/
Build a Flashcards App With Djangohttps://realpython.com/django-flashcards-app/
Build a URL Shortener With FastAPI and Pythonhttps://realpython.com/build-a-python-url-shortener-with-fastapi/
https://realpython.com/world-class-companies-using-python/#cli-development
command-line interface (CLI)https://en.wikipedia.org/wiki/Command-line_interface
argparsehttps://docs.python.org/3/library/argparse.html#module-argparse
standard-libraryhttps://realpython.com/ref/glossary/standard-library/
Clickhttps://palletsprojects.com/p/click/
Typerhttps://typer.tiangolo.com/
shellshttps://en.wikipedia.org/wiki/Shell_(computing)
Build Command-Line Interfaces With Python’s argparsehttps://realpython.com/command-line-interfaces-python-argparse/
Click and Python: Build Extensible and Composable CLI Appshttps://realpython.com/python-click/
Build a Command-Line To-Do App With Python and Typerhttps://realpython.com/python-typer-cli/
Build a Python Directory Tree Generator for the Command Linehttps://realpython.com/directory-tree-generator-python/
Build Conway’s Game of Life With Pythonhttps://realpython.com/conway-game-of-life-python/
Build a Site Connectivity Checker in Pythonhttps://realpython.com/site-connectivity-checker-python/
Remove adshttps://realpython.com/account/join/
https://realpython.com/world-class-companies-using-python/#tui-development
Text-based user interfaces (TUIs)https://en.wikipedia.org/wiki/Text-based_user_interface
terminalhttps://realpython.com/terminal-commands/
Richhttps://rich.readthedocs.io/en/latest/index.html
tracebackshttps://realpython.com/ref/glossary/traceback/
Textualhttps://textual.textualize.io/
prompt_toolkithttps://python-prompt-toolkit.readthedocs.io/en/stable/
asciimaticshttps://asciimatics.readthedocs.io/en/stable/
Python Textual: Build Beautiful UIs in the Terminalhttps://realpython.com/python-textual/
The Python Rich Package: Unleash the Power of Console Texthttps://realpython.com/python-rich-package/
Build a Contact Book App With Python, Textual, and SQLitehttps://realpython.com/contact-book-python-textual/
Build a Wordle Clone With Python and Richhttps://realpython.com/python-wordle-clone/
https://realpython.com/world-class-companies-using-python/#gui-development
graphical user interface (GUI)https://en.wikipedia.org/wiki/Graphical_user_interface
desktop environmentshttps://en.wikipedia.org/wiki/Desktop_environment
Tkinterhttps://docs.python.org/3/library/tkinter.html#module-tkinter
Tk GUI toolkithttps://en.wikipedia.org/wiki/Tk_(software)
PyQthttps://www.riverbankcomputing.com/static/Docs/PyQt6/
Qthttps://wiki.qt.io/About_Qt
threadshttps://realpython.com/python-pyqt-qthread/
SQL databaseshttps://realpython.com/python-pyqt-database/
Qt for Python (PySide6)https://www.qt.io/qt-for-python
Kivyhttps://kivy.org/#home
multi-touchhttps://en.wikipedia.org/wiki/Multi-touch
Raspberry Pihttps://realpython.com/python-raspberry-pi/
wxPythonhttps://www.wxpython.org/
wxWidgetshttps://www.wxwidgets.org/
C++https://en.wikipedia.org/wiki/C%2B%2B
APIshttps://realpython.com/python-api/
tkinterhttps://realpython.com/python-gui-tkinter/
Create Graphical User Interfaces (Learning Path)https://realpython.com/learning-paths/python-gui-programming/
GUI Programming With PyQt (Learning Path)https://realpython.com/learning-paths/pyqt-gui-programming/
Python GUI Programming Tutorialshttps://realpython.com/tutorials/gui/
build a calculator using PyQthttps://realpython.com/python-pyqt-gui-calculator/
Build a Bulk File Rename Tool With Python and PyQthttps://realpython.com/bulk-file-rename-tool-python/
Build a Contact Book With Python, PyQt, and SQLitehttps://realpython.com/python-contact-book/
Build a Mobile Application With the Kivy Python Frameworkhttps://realpython.com/mobile-app-kivy-python/
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variableshttps://realpython.com/python-variables/
loopshttps://realpython.com/python-for-loop/
conditional statementshttps://realpython.com/python-conditional-statements/
functionshttps://realpython.com/defining-your-own-python-function/
object-oriented programminghttps://realpython.com/python3-object-oriented-programming/
Arcadehttps://arcade.academy/index.html
Pygamehttps://www.pygame.org/wiki/about
moduleshttps://realpython.com/ref/glossary/module/
SDLhttp://www.libsdl.org/
pyglethttp://pyglet.org/
OpenGLhttps://en.wikipedia.org/wiki/OpenGL
Python Game Development Tutorialshttps://realpython.com/tutorials/gamedev/
Top Python Game Engineshttps://realpython.com/top-python-game-engines/
Pygame: A Primer on Game Programming in Pythonhttps://realpython.com/pygame-a-primer/
arcade gameshttps://realpython.com/arcade-python-game-framework/
tic-tac-toehttps://realpython.com/tic-tac-toe-python/
rock paper scissorshttps://realpython.com/python-rock-paper-scissors/
Build a Hangman Game for the Command Line in Pythonhttps://realpython.com/python-hangman/
Build a Tic-Tac-Toe Game With Python and Tkinterhttps://realpython.com/tic-tac-toe-python/
Build an Asteroids Game With Python and Pygamehttps://realpython.com/asteroids-game-python/
Build a Platform Game in Python With Arcadehttps://realpython.com/platformer-python-arcade/
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Data sciencehttps://en.wikipedia.org/wiki/Data_science
statisticshttps://en.wikipedia.org/wiki/Statistics
mathematicshttps://en.wikipedia.org/wiki/Mathematics
programminghttps://en.wikipedia.org/wiki/Computer_programming
machine learning (ML)https://en.wikipedia.org/wiki/Machine_learning
artificial intelligence (AI)https://en.wikipedia.org/wiki/Artificial_intelligence
scientific computinghttps://en.wikipedia.org/wiki/Computational_science
data analysishttps://en.wikipedia.org/wiki/Data_analysis
data visualizationhttps://en.wikipedia.org/wiki/Data_visualization
mininghttps://en.wikipedia.org/wiki/Data_mining
https://realpython.com/world-class-companies-using-python/#machine-learning
training datahttps://en.wikipedia.org/wiki/Training_data
Kerashttps://keras.io/
NLTKhttps://www.nltk.org/
work with human language datahttps://realpython.com/nltk-nlp-python/
PyTorchhttps://pytorch.org/
scikit-learnhttps://scikit-learn.org/
supervisedhttps://en.wikipedia.org/wiki/Supervised_learning
unsupervised learninghttps://en.wikipedia.org/wiki/Unsupervised_learning
TensorFlowhttps://www.tensorflow.org/
Python Machine Learning Tutorialshttps://realpython.com/tutorials/machine-learning/
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SDKshttps://en.wikipedia.org/wiki/Software_development_kit
Transformershttps://huggingface.co/docs/transformers/index
large language models (LLMs)https://en.wikipedia.org/wiki/Large_language_model
Diffusershttps://huggingface.co/docs/diffusers/index
OpenAI Pythonhttps://platform.openai.com/docs/overview?lang=python
LangChainhttps://python.langchain.com/docs/introduction/
LlamaIndexhttps://docs.llamaindex.ai/en/stable/
Hugging Face Transformers: Leverage Open-Source AI in Pythonhttps://realpython.com/huggingface-transformers/
Build an LLM RAG Chatbot With LangChainhttps://realpython.com/build-llm-rag-chatbot-with-langchain/
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GitHub Copilot Chathttps://docs.github.com/en/copilot/concepts/coding-agent/coding-agent
Cursorhttps://cursor.com/
Codex CLIhttps://developers.openai.com/codex/cli
Gemini CLIhttps://developers.google.com/gemini-code-assist/docs/gemini-cli
Claude Codehttps://www.anthropic.com/claude-code
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AI Coding Tools Glossaryhttps://realpython.com/ref/ai-coding-tools/
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Write Unit Tests for Your Python Code With ChatGPThttps://realpython.com/chatgpt-unit-tests-python/
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Polarshttps://docs.pola.rs/
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requestshttps://requests.readthedocs.io/en/latest/
HTTPhttps://en.wikipedia.org/wiki/Hypertext_Transfer_Protocol
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digest authenticationhttps://en.wikipedia.org/wiki/Digest_access_authentication
aiohttphttps://docs.aiohttp.org/en/stable/
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Beautiful Soup: Build a Web Scraper With Pythonhttps://realpython.com/beautiful-soup-web-scraper-python/
Web Scraping With Scrapy and MongoDBhttps://realpython.com/web-scraping-with-scrapy-and-mongodb/
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provisioninghttps://en.wikipedia.org/wiki/Provisioning
application deploymenthttps://en.wikipedia.org/wiki/Application_deployment
infrastructure as codehttps://en.wikipedia.org/wiki/Infrastructure_as_code
Docker Composehttps://docs.docker.com/compose/
Dockerhttps://docs.docker.com/
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GitHub Actionshttps://docs.github.com/en/actions
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DevOps With Python (Learning Path)https://realpython.com/learning-paths/python-devops/
The subprocess Module: Wrapping Programs With Pythonhttps://realpython.com/python-subprocess/
Continuous Integration and Deployment for Python With GitHub Actionshttps://realpython.com/github-actions-python/
Build Robust Continuous Integration With Docker and Friendshttps://realpython.com/docker-continuous-integration/
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virtual environmentshttps://realpython.com/ref/glossary/virtual-environment/
piphttps://pip.pypa.io/en/stable/
package management tool for Pythonhttps://packaging.python.org/guides/tool-recommendations/
PyPIhttps://pypi.org/
uvhttps://docs.astral.sh/uv/guides/install-python/
pipenvhttps://pipenv.pypa.io/en/latest/
virtualenvhttps://virtualenv.pypa.io/en/latest/
pipxhttps://pipxproject.github.io/pipx/
pyenvhttps://github.com/pyenv/pyenv
condahttps://docs.conda.io/en/latest/
Python Development Tools Tutorialshttps://realpython.com/tutorials/tools/
Perfect Your Python Development Setup (Learning Path)https://realpython.com/learning-paths/perfect-your-python-development-setup/
An Effective Python Environment: Making Yourself at Homehttps://realpython.com/effective-python-environment/
Using Python’s pip to Manage Your Projects’ Dependencieshttps://realpython.com/what-is-pip/
Managing Python Projects With uv: An All-in-One Solutionhttps://realpython.com/python-uv/
Managing Multiple Python Versions With pyenvhttps://realpython.com/intro-to-pyenv/
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I/O-bound taskshttps://realpython.com/ref/glossary/io-bound-task/
asynciohttps://realpython.com/ref/stdlib/asyncio/
asynchttps://realpython.com/ref/keywords/async/
awaithttps://realpython.com/ref/keywords/await/
multiprocessinghttps://realpython.com/ref/stdlib/multiprocessing/
CPU-bound taskshttps://realpython.com/ref/glossary/cpu-bound-task/
GILhttps://realpython.com/ref/glossary/gil/
threadinghttps://realpython.com/ref/stdlib/threading/
thread safetyhttps://realpython.com/python-thread-lock/
concurrent.futureshttps://docs.python.org/3/library/concurrent.futures.html
multiprocessinghttps://realpython.com/ref/stdlib/multiprocessing/
asynciohttps://docs.python.org/3/library/asyncio.html
aiohttphttps://docs.aiohttp.org/en/stable/client_quickstart.html
Triohttps://trio.readthedocs.io/
Concurrency and Async Programming (Learning Path)https://realpython.com/learning-paths/python-concurrency-parallel-programming/
Speed Up Your Python Program With Concurrencyhttps://realpython.com/python-concurrency/
Python’s asyncio: A Hands-On Walkthroughhttps://realpython.com/async-io-python/
An Intro to Threading in Pythonhttps://realpython.com/intro-to-python-threading/
Bypassing the GIL for Parallel Processing in Pythonhttps://realpython.com/python-parallel-processing/
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Hands-On Python 3 Concurrency With the asyncio Modulehttps://realpython.com/courses/python-3-concurrency-asyncio-module/
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deployhttps://en.wikipedia.org/wiki/Software_deployment
Python Package Index (PyPI)https://realpython.com/ref/glossary/pypi/
Flithttps://flit.readthedocs.io/en/latest/index.html
Poetryhttps://python-poetry.org/
PyInstallerhttps://www.pyinstaller.org/
Setuptoolshttps://packaging.python.org/key_projects/#setuptools
distutilshttps://packaging.python.org/key_projects/#distutils
distributionshttps://packaging.python.org/glossary/#term-Distribution-Package
Twinehttps://twine.readthedocs.io/en/stable/
Hatchhttps://hatch.pypa.io/latest/
zipapphttps://docs.python.org/3/library/zipapp.html#module-zipapp
How to Publish an Open Source Python Package to PyPIhttps://realpython.com/pypi-publish-python-package/
Using PyInstaller to Easily Distribute Python Applicationshttps://realpython.com/pyinstaller-python/
Pipenv: A Guide to the Python Packaging Toolhttps://realpython.com/pipenv-guide/
Python’s zipapp: Build Executable Zip Applicationshttps://realpython.com/python-zipapp/
Python Packaging Authorityhttps://packaging.python.org/
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database management system (DBMS)https://en.wikipedia.org/wiki/Database#Database_management_system
SQLhttps://en.wikipedia.org/wiki/SQL
NoSQLhttps://en.wikipedia.org/wiki/NoSQL
Object-relational mapping tools (ORMs)https://en.wikipedia.org/wiki/Object%E2%80%93relational_mapping
object-oriented programminghttps://realpython.com/python3-object-oriented-programming/
MongoEnginehttp://docs.mongoengine.org/
MongoDBhttps://realpython.com/introduction-to-mongodb-and-python/
MySQL Connector/Pythonhttps://dev.mysql.com/doc/connector-python/en/
MySQLhttps://dev.mysql.com/
Psycopghttps://www.psycopg.org/
PostgreSQLhttps://www.postgresql.org/about/
PyMongohttps://pymongo.readthedocs.io/en/stable/index.html
MongoDBhttps://www.mongodb.com/docs/
SQLAlchemyhttps://www.sqlalchemy.org/
SQLhttps://realpython.com/python-sql-libraries/
sqlite3https://docs.python.org/3/library/sqlite3.html#module-sqlite3
SQLitehttps://www.sqlite.org/about.html
redis-pyhttps://github.com/redis/redis-py
Redishttps://realpython.com/python-redis/
duckdbhttps://github.com/duckdb/duckdb
DuckDBhttps://realpython.com/python-duckdb/
Python Database Tutorialshttps://realpython.com/tutorials/databases/
Data Collection & Storage (Learning Path)https://realpython.com/learning-paths/data-collection-storage/
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runhttps://realpython.com/run-python-scripts/
drive your code’s designhttps://en.wikipedia.org/wiki/Test-driven_development
doctesthttps://docs.python.org/3/library/doctest.html#module-doctest
docstringshttps://realpython.com/documenting-python-code/
interactive Python sessionshttps://realpython.com/interacting-with-python/
unittesthttps://docs.python.org/3/library/unittest.html#module-unittest
pytesthttps://docs.pytest.org/en/stable/
Python Testing Tutorialshttps://realpython.com/tutorials/testing/
Testing and Continuous Integration (Learning Path)https://realpython.com/learning-paths/test-your-python-apps/
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Ruff: A Modern Python Linter for Error-Free and Maintainable Codehttps://realpython.com/ruff-python/
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cybersecurityhttps://en.wikipedia.org/wiki/Computer_security
Scapyhttps://scapy.net/
Paramikohttps://www.paramiko.org/
python-nmaphttps://pypi.org/project/python-nmap/
Nmaphttps://nmap.org/
Cryptographyhttps://cryptography.io/en/latest/
https://realpython.com/world-class-companies-using-python/#develop-embedded-systems-and-robots
internet of thingshttps://en.wikipedia.org/wiki/Internet_of_things
home automationhttps://en.wikipedia.org/wiki/Home_automation
self-driving carshttps://en.wikipedia.org/wiki/Self-driving_car
roboticshttps://en.wikipedia.org/wiki/Robotics
BBC micro:bithttps://microbit.org/
CircuitPythonhttps://circuitpython.org/
MicroPythonhttps://micropython.org/
PythonRoboticshttps://atsushisakai.github.io/PythonRobotics/
Raspberry Pihttps://www.raspberrypi.org/about/
rospyhttp://wiki.ros.org/rospy
ROS (Robot Operating System)https://www.ros.org/
MicroPython: An Intro to Programming Hardware in Pythonhttps://realpython.com/micropython/
Episode 5: Exploring CircuitPythonhttps://realpython.com/podcasts/rpp/5/
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Embedded Python: Build a Game on the BBC micro:bithttps://realpython.com/embedded-python/
physical projects with Python on the Raspberry Pihttps://realpython.com/python-raspberry-pi/
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C++https://realpython.com/python-vs-cpp/
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