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Classification

Classification in Depth – Cross-Entropy & Softmax

Fashion-MNIST is a dataset created by Zalando Research as a drop-in replacement for MNIST. It consists of 70,000 grayscale images (28×28 pixels) categorized into 10 different classes of clothing, such as shirts, sneakers, and coats. Your mission? Train a model to classify these fashion items correctly!

Fashion-MNIST Dataset

Fashion-MNIST Dataset Visualization

Dive into Learning from Data - MNIST Video Adventure

MNIST MinMax and PCA restored

Hey there, data enthusiasts! Today, we're diving into the fascinating world of Machine Learning Classification using one of the most iconic datasets out there - the MNIST dataset. MNIST stands for Modified National Institute of Standards and Technology.

We're diving into the realm of MNIST - a dataset that's like a treasure map for budding data scientists. It contains thousands of handwritten digits from 0 to 9. Each image is a snapshot of someone's attempt to scribble a number, and our mission is to make sense of these.