How to Build a Deep Neural Network Without a Framework

Learn how to build an extensible deep neural network with NumPy and use it for image classification

Marco Peixeiro
Towards Data Science
5 min readMar 4, 2019

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Photo by Sneaky Elbow on Unsplash

Introduction

Previously, we built a very simple neural network from scratch for image classification. Nonetheless, we obtained an accuracy score of 70%.

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Senior data scientist | Author | Instructor. I write hands-on articles with a focus on practical skills.