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Tag: python

  • Coding the Pong Game from Scratch in Python

    Coding the Pong Game from Scratch in Python Implementing the classic Pong game in Python using OOP and Turtle The post Coding the Pong Game from Scratch in Python appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Creating an Etch A Sketch App Using Python and Turtle

    Creating an Etch A Sketch App Using Python and Turtle A beginner-friendly Python tutorial The post Creating an Etch A Sketch App Using Python and Turtle appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Learning Python by doing projects: What does that even mean?

    Learning Python by doing projects: What does that even mean? I’m learning Python and considering this approach: choose a real dataset, frame a question I want to answer, then work toward it step by step by breaking it into small tasks and researching each step as needed. For those of you who are already comfortable…

  • Generating Artwork in Python Inspired by Hirst’s Million-Dollar Spots Painting

    Generating Artwork in Python Inspired by Hirst’s Million-Dollar Spots Painting Using Python to generate art The post Generating Artwork in Python Inspired by Hirst’s Million-Dollar Spots Painting appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Drawing Shapes with the Python Turtle Module

    Drawing Shapes with the Python Turtle Module A step-by-step tutorial that explores the Python Turtle Module The post Drawing Shapes with the Python Turtle Module appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • How to Generate QR Codes in Python

    How to Generate QR Codes in Python A beginner-friendly tutorial exploring the Python “qrcode” Package The post How to Generate QR Codes in Python appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Implementing the Rock Paper Scissors Game in Python

    Implementing the Rock Paper Scissors Game in Python A beginner-friendly Python tutorial using conditionals and the random module The post Implementing the Rock Paper Scissors Game in Python appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB

    Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB How I learned to handle growing datasets without slowing down my entire workflow The post Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB appeared first on Towards Data Science. Benjamin Nweke Go to original source

  • Robotics with Python: Q-Learning vs Actor-Critic vs Evolutionary Algorithms

    Robotics with Python: Q-Learning vs Actor-Critic vs Evolutionary Algorithms Build a Custom 3D Environment for your RL Robot The post Robotics with Python: Q-Learning vs Actor-Critic vs Evolutionary Algorithms appeared first on Towards Data Science. Mauro Di Pietro Go to original source

  • Make Python Up to 150× Faster with C

    Make Python Up to 150× Faster with C A practical guide to offloading performance-critical code to C without abandoning Python. The post Make Python Up to 150× Faster with C appeared first on Towards Data Science. Thomas Reid Go to original source

  • Data Visualization Explained (Part 4): A Review of Python Essentials

    Data Visualization Explained (Part 4): A Review of Python Essentials Learn the foundations of Python to take your data visualization game to the next level. The post Data Visualization Explained (Part 4): A Review of Python Essentials appeared first on Towards Data Science. Murtaza Ali Go to original source

  • Python 3.14 and the End of the GIL

    Python 3.14 and the End of the GIL Exploring the opportunities and challenges of a GIL-free Python The post Python 3.14 and the End of the GIL appeared first on Towards Data Science. Thomas Reid Go to original source

  • Python Can Now Call Mojo

    Python Can Now Call Mojo Boost your runtimes with lightning-fast Mojo code The post Python Can Now Call Mojo appeared first on Towards Data Science. Thomas Reid Go to original source

  • Using Python to Build a Calculator

    Using Python to Build a Calculator A beginner-friendly Python project to understand conditional statements, loops and recursive functions The post Using Python to Build a Calculator appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Implementing the Gaussian Challenge in Python

    Implementing the Gaussian Challenge in Python Beginner-friendly tutorial to understand range function and Python loops The post Implementing the Gaussian Challenge in Python appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Implementing the Coffee Machine in Python

    Implementing the Coffee Machine in Python A beginner-friendly step-by-step guide to coding a Coffee Maker in Python The post Implementing the Coffee Machine in Python appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Useful Python Libraries You Might Not Have Heard Of:  Freezegun

    Useful Python Libraries You Might Not Have Heard Of:  Freezegun Bring time to a standstill in your Python tests The post Useful Python Libraries You Might Not Have Heard Of:  Freezegun appeared first on Towards Data Science. Thomas Reid Go to original source

  • Implementing the Hangman Game in Python

    Implementing the Hangman Game in Python A beginner-friendly project to understand variables, loops, and conditions in Python The post Implementing the Hangman Game in Python appeared first on Towards Data Science. Mahnoor Javed Go to original source

  • Stepwise Selection Made Simple: Improve Your Regression Models in Python

    Stepwise Selection Made Simple: Improve Your Regression Models in Python Dimensionality reduction in linear regression: classical stepwise methods and a Python application on real-world data The post Stepwise Selection Made Simple: Improve Your Regression Models in Python appeared first on Towards Data Science. JUNIOR JUMBONG Go to original source

  • Where Hurricanes Hit Hardest: A County-Level Analysis with Python

    Where Hurricanes Hit Hardest: A County-Level Analysis with Python Use Python, GeoPandas, Tropycal, and Plotly Express to map the number of hurricane encounters per county over the past 50 years. The post Where Hurricanes Hit Hardest: A County-Level Analysis with Python appeared first on Towards Data Science. Lee Vaughan Go to original source

  • Run Your Python Code up to 80x Faster Using the Cython Library

    Run Your Python Code up to 80x Faster Using the Cython Library A four-step plan for C language speed where it matters most The post Run Your Python Code up to 80x Faster Using the Cython Library appeared first on Towards Data Science. Thomas Reid Go to original source

  • POSET Representations in Python Can Have a Huge Impact on Business

    POSET Representations in Python Can Have a Huge Impact on Business Discover how POSET indicators transform data into coherent scoring systems, enabling meaningful comparisons while preserving the data’s multi-dimensional semantic structure. The post POSET Representations in Python Can Have a Huge Impact on Business appeared first on Towards Data Science. Andrea D’Agostino Go to original…

  • A Brief Guide to UV

    A Brief Guide to UV Python has been largely devoid of easy to use environment and package management tooling, with various developers employing their own cocktail of pip, virtualenv, poetry, and conda to get the job done. However, it looks like uv is rapidly emerging to be a standard in the industry, and I’m super…

  • Running Python Programs in Your Browser

    Running Python Programs in Your Browser In recent years, WebAssembly (often abbreviated as WASM) has emerged as an interesting technology that extends web browsers’ capabilities far beyond the traditional realms of HTML, CSS, and JavaScript.  As a Python developer, one particularly exciting application is the ability to run Python code directly in the browser. In this…

  • Rust for Python Developers: Why You Should Take a Look at the Rust Programming Language

    Rust for Python Developers: Why You Should Take a Look at the Rust Programming Language The programming language Rust is now appearing in many feeds as it offers a performant and secure way to write programs and places great emphasis on performance. If you come from the Python world of Pandas, Jupyter or Flask, you might think that…

  • Uncertainty Quantification in Machine Learning with an Easy Python Interface

    Uncertainty Quantification in Machine Learning with an Easy Python Interface Uncertainty quantification (UQ) in a Machine Learning (ML) model allows one to estimate the precision of its predictions. This is extremely important for utilizing its predictions in real-world tasks. For instance, if a machine learning model is trained to predict a property of a material,…

  • Comprehensive Guide to Dependency Management in Python

    Comprehensive Guide to Dependency Management in Python Introduction When learning Python, many beginners focus solely on the language and its libraries while completely ignoring virtual environments. As a result, managing Python projects can become a mess: dependencies installed for different projects may have conflicting versions, leading to compatibility issues. Even when I studied Python, nobody…

  • Data Science: From School to Work, Part II

    Data Science: From School to Work, Part II In my previous article, I highlighted the importance of effective project management in Python development. Now, let’s shift our focus to the code itself and explore how to write clean, maintainable code — an essential practice in professional and collaborative environments.  Readability & Maintainability: Well-structured code is easier to…

  • Is Python Set to Surpass Its Competitors?

    Is Python Set to Surpass Its Competitors? A soufflé is a baked egg dish that originated in France in the 18th century. The process of making an elegant and delicious French soufflé is complex, and in the past, it was typically only prepared by professional French pastry chefs. However, with pre-made soufflé mixes now widely…

  • Publish Interactive Data Visualizations for Free with Python and Marimo

    Publish Interactive Data Visualizations for Free with Python and Marimo Working in Data Science, it can be hard to share insights from complex datasets using only static figures. All the facets that describe the shape and meaning of interesting data are not always captured in a handful of pre-generated figures. While we have powerful technologies…

  • 3 Powerful Examples of the Python Re Library

    3 Powerful Examples of the Python Re Library Explore the power of regex and save time in data analysis Continue reading on Towards Data Science » Suraj Gurav Go to original source

  • How to Run Jupyter Notebooks and Generate HTML Reports with Python Scripts

    How to Run Jupyter Notebooks and Generate HTML Reports with Python Scripts A step-by-step guide to automating Jupyter Notebook execution and report generation using Python Continue reading on Towards Data Science » Amanda Iglesias Moreno Go to original source

  • Dunder Methods: The Hidden Gems of Python

    Dunder Methods: The Hidden Gems of Python Real-world examples on how actively using special methods can simplify coding and improve readability. Dunder methods, though possibly a basic topic in Python, are something I have often noticed being understood only superficially, even by people who have been coding for quite some time. Disclaimer: This is a forgivable…

  • I Wrote a Guide to Simulation in Python with SimPy

    I Wrote a Guide to Simulation in Python with SimPy Hi folks, I wrote a guide on discrete-event simulation with SimPy, designed to help you learn how to build simulations using Python. Kind of like the official documentation but on steroids. I have used SimPy personally in my own career for over a decade, it…