Python/FastAPI/Django – Weekly News Summary – 09/09/2024 to 15/09/2024
#Real Python Python 3.13 Preview: Free Threading and a JIT Compiler Get a sneak peek at the upcoming features in Python 3.13 aimed at enhancing performance. In this tutorial, you'll make a custom Python build with Docker to enable free threading and an experimental JIT compiler. Along the way, you'll learn how these features affect the language's ecosystem.#advanced #python By – | Sep 12, 2024 #PyCoders Issue #646 – Pydantic, PSF Office Hours, Polars, and More By – | Sep 10, 2024 #Python Library Adding Terminal Effects with Python The Python programming language has thousands of wonderful third-party packages available on the Python Package Index. One of those packages is TerminalTextEffects (TTE), a terminal visual effects engine. Here are the features that TerminalTextEffects provides, according to their documentation: Xterm 256 / RGB hex color support Complex character movement via Paths, Waypoints, and motion easing, […]#beginner #Python By Mike | Sep 09, 2024 #Hashnode Tensor vs Matrix: an example with computer vision Today's post will try to answer the question: What is the difference between a tensor and a matrix? The Matrix If you have a basic understanding of algebra, you should already know that a Matrix is an object with a rectangular shape of values, such a… By Dr. Juan Zamora-Mora | Sep 09, 2024 Introducing Bot Verse – A hub for chatbots Introduction AI is everywhere! Ever thought of a hub where users can create and share chatbots? This is the core idea of this project. Bot Verse is an innovative platform for creating, sharing, and interacting with AI chatbots. Users can manage their… By K OM SENAPATI | Sep 09, 2024 Create a Real-Time Face Emotion Detector with Python and Deep Learning In the modern era, Artificial Intelligence (AI) is becoming deeply integrated into everyday applications. One of the most fascinating applications of AI is Facial Emotion Recognition, where a computer system can identify emotions on human faces in re… By ByteScrum Technologies | Sep 09, 2024 ✅Day 26: Getting Started with Jenkins Hey everyone! 👋 On my 26th day of the 90 Days of DevOps challenge, I dove into installing Jenkins on Ubuntu. Jenkins is a powerful tool that helps automate tasks like building, testing, and deploying code, making the development process much smoothe… By Shreyash Desai | Sep 09, 2024 Automating Data Cleaning with Python and Machine Learning Data cleaning is an essential step in the data preprocessing pipeline, accounting for the majority of the time spent on data-related tasks. Dirty data—missing values, incorrect formats, duplicates, and outliers—can significantly affect machine learni… By ByteScrum Technologies | Sep 09, 2024 Python Anonymous Function When a function is created with the key word lambda in python its called anonymous function. They don't use the traditional function key word def. Anonymous function (aka lambda) is designed for coding simple functions whereas def used for larger tas… By Biswa Singh | Sep 09, 2024 A Step by Step Guide to Principal Component Analysis (PCA) in Machine Learning Introduction Welcome back to the eighth blog post in our Machine Learning series! Today, we're diving into Principal Component Analysis (PCA), a powerful tool for dimensionality reduction. PCA simplifies complex datasets while keeping as much informa… By Arbash Hussain | Sep 09, 2024 How to Create and Train a Machine Learning Model from Scratch Machine learning (ML) has revolutionized the way we approach problem-solving, enabling computers to learn from data and make decisions or predictions. In this blog, we’ll walk through the process of creating and training a machine learning model from… By ByteScrum Technologies | Sep 09, 2024 Stop Writing Bad Python Code — Lessons from Uncle Bob Are you tired of writing messy and unorganized code that leads to frustration and bugs? You can transform your code from a confusing mess into something crystal clear with a few simple changes. In this article, we’ll explore key principles from the b… By Vladislav Guzey | Sep 09, 2024 Pandas for Data Analysis: A Comprehensive Guide Pandas is a powerful and flexible library in Python for data manipulation and analysis. It is widely used in data science, machine learning, and statistical analysis due to its simple syntax and powerful functionalities. In this blog, we’ll dive deep… By ByteScrum Technologies | Sep 09, 2024 Mastering Virtual Environments with uv and venv A Developer's Guide In this ever-changing world of Python development, the dependencies can spiral out of control so fast, especially when projects started to grow big and evolve. Quite common, once you start installing packages in a non-isolated wa… By Knowledge Makanju | Sep 09, 2024 Building an AI-Powered MultiLingual Invoice Extractor Using Streamlit and Google Generative AI Problem Statement: In a globalized economy, businesses are frequently inundated with invoices from suppliers and vendors in various languages and formats. The manual extraction of crucial details such as vendor names, payment amounts, due dates, and … By Arshiya Sheoran | Sep 09, 2024 Let's kickstart the journey! "Every big journey begins with a small step. Today, I took my first step into the world of Data Science by setting up my Python environment. 🔍 Installed Python and set up my coding environment using Visual Studio Code (VS Code). 🖥️ 🛠️ Why VS Code?… By Rishi Rathor | Sep 09, 2024 Web Scraping Problems: Tips for Overcoming Them Web scraping blocking is a technical measure taken by websites to prevent crawlers from automatically scraping their web content. The main purpose of blocking web scraping mechanisms is to protect the website's data and resources from being malicious… By Lewis Kerr | Sep 09, 2024 Knowing the Nim language Nim is a compiled programming language that combines the best aspects of C and C++, while eliminating the main issues found in those languages. It offers powerful features and an easy-to-understand syntax inspired by languages like Python. Main featu… By J. Igor Melo | Sep 09, 2024 Introduction to Python Programming Language Python is a high-level, interpreted programming language known for its simplicity, readability, and flexibility. Developed