Learn Softmax Regression with PyTorch: A Colab-Based Demo

Understanding Softmax Regression: Principles, Formulas, and Practical Insights In classification tasks, the question is often not “how much” but “which one.” For example: Is an email spam or not? Is an image showing a cat, dog, horse, or chicken? Which movie will a user choose to watch?

PyTorch Housing Price Prediction Demo (Multi-feature) This tutorial demonstrates how to build a PyTorch housing price prediction model using multiple features such as area, number of bedrooms, and house type. You will learn how to: Generate synthetic multi-feature housing data Train a linear regression model with PyTorch Standardize and de-standardize...

A Complete Guide to Linear Regression (Theory + PyTorch Practice)

Getting Started with PyTorch Image Classification on Google Colab This beginner-friendly PyTorch image classification tutorial shows how to train and test a model on Google Colab using the CIFAR-10 dataset. You will learn step-by-step how to: Set up Google Colab with GPU for deep learning Train a ResNet18 model on...