Education

  • Step-by-Step Guide to Text Sentiment Analysis on IMDB Reviews Using Python

    Step-by-Step Guide to Text Sentiment Analysis on IMDB Reviews Using Python

    Learn how to implement a text sentiment analysis model for IMDB movie reviews using Python and NumPy. This step-by-step guide covers data preprocessing, vocabulary building, feature vectorization, and model training using logistic regression. Enhance your data analysis skills with practical examples and improve the accuracy of your sentiment classification.

  • Only Python Neural Net: Image Classification on CIFAR-10

    Only Python Neural Net: Image Classification on CIFAR-10

    image classification using a neural network implemented using simple python on the CIFAR-10 dataset. The CIFAR-10 dataset consists of 60,000 32×32 color images in 10 different classes. We will go through the entire process, from loading and preprocessing the data to building, training, and evaluating a neural network.

  • 14-inch M3 MacBook Pro comparison with the 13-inch M2 MacBook Pro

    14-inch M3 MacBook Pro comparison with the 13-inch M2 MacBook Pro

    A detailed exploration of the 14-inch M3 MacBook Pro and the 13-inch M2 MacBook Pro, uncovering their intriguing similarities and captivating differences. This extensive comparison delves into every aspect of these remarkable machines, guiding you toward an informed purchase decision. Introduction In the ever-evolving landscape of technology, the realm of laptops has witnessed a remarkable…