Machine Learning | Sahil M

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Machine Learning

A Simple Model for Cat …

This Colab notebook demonstrates how to build an dog or cat image classifier using the fastai library.

Aug 28, 2024 Read

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Recent Posts

Mastering Custom Layers …

Unlock the power of custom layers in PyTorch! This guide provides software engineers with a deep dive into creating and utilizing custom layers for AI applications, including practical examples and advanced optimization techniques. Learn to extend PyTorch and tailor models for specific tasks.

Apr 15, 2025 Read

Building a Text …

This post explores the process of creating a text classification model using PyTorch and the AG News dataset. We’ll cover every stage from dataset loading to model evaluation, providing a comprehensive understanding of text classification and deep learning concepts.

Jan 21, 2025 Read

Building Fashion Image …

We’ll walk through building and comparing three different neural network architectures for classifying fashion items using the Fashion MNIST dataset.

Nov 23, 2024 Read

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