Prediction of wine quality is a great way to practice end-to-end machine learning workflows, including data cleaning, model training, and optimization. Steps involving to solve the question: Step 1: Set Up Your Environment First step is to ensure we have python and necessary libraries installed. Or we can install essential packages using: pip install pandas numpy …
Introduction The Income Tax Calculator is designed to help taxpayers easily compute their income tax liabilities for FY 2024-25. It supports both the Old and New Tax Regimes, allowing users to select their preferred regime and see a detailed breakdown of their tax calculations. This tool simplifies the process of understanding tax implications and helps …
Introduction Reversing an array is a common task in programming and is often used in various applications like data manipulation, algorithm development, and problem-solving. This Python program demonstrates four different methods to reverse an array, providing flexibility and showcasing the versatility of Python’s built-in features and manual approaches. This tutorial will guide you through the …
Building a Plant Detection Web Application: A Step-by-Step Guide In this blog, we’ll create a fully functional web application that detects plants from images using a machine learning model. This application uses Flask as the backend, TensorFlow for the ML model, and React.js for the frontend. By the end of this guide, you’ll have a …
In this tutorial, we will build a Real-Time Voice Translator using Python. This project combines multiple libraries, such as Tkinter for GUI, SpeechRecognition for audio input, gTTS for text-to-speech, and GoogleTranslator for translation. The translator will allow users to speak, recognize speech, translate it into a chosen language, and listen to the translation in real-time. …
This Python script showcases a real-time QR code scanner utilizing OpenCV and the pyzbar library for decoding QR codes from webcam video input. It highlights detected QR codes, prints the data on the console, and displays it in the video feed. Key Features: Captures video from a webcam and decodes QR codes in real time. …
This example demonstrates the process of loading, normalizing, and batching the MNIST dataset using TensorFlow. The code showcases best practices for preparing data for training and validation in deep learning models. Key Features: MNIST Dataset: Loads the famous MNIST dataset, which contains images of handwritten digits. Data Normalization: Scales the pixel values of the images …
This Python script matches company names between two datasets using fuzzy matching with the thefuzz library. It ensures that company names are standardized and finds the best match from another dataset. Key Features: Loads two CSV datasets containing company names. Standardize the names by converting them to lowercase and removing extra spaces. It uses fuzzy …
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Introduction: Django is a high-level web framework designed for rapid development and clean, pragmatic design. It’s built on Python and follows the model-template-view (MTV) architectural pattern, which separates application data, user interface, and business logic, making the codebase more organized and manageable. Let’s build a plant identification web app. In this project, we’ll develop a …
Introduction This Python program demonstrates how to obtain the screen width and height using the Tkinter library to create a GUI. The application features a window with a title and two buttons that display the screen dimensions when clicked. The program initializes a Tkinter window and uses `winfo_screenwidth()` and `winfo_screenheight()` to fetch the screen dimensions, …
Get the screen size (width and height) in Tkinter Read More »