Implementing Neural Networks in TensorFlow (and PyTorch) | By Shreya Rao | July 2024

Step-by-step code guide for building neural networks

Contents

Step-by-step code guide for building neural networksDeep learning illustrated

Welcome to our practical implementation guide Deep learning illustrated Series. This series bridges the gap between theory and applications, providing concrete examples of neural network concepts explored in previous articles.

Deep learning illustrated

Please remember A simple neural network What is the method we discussed to predict ice cream sales? We will build it using TensorFlow, a powerful tool for creating neural networks.

And amazingly, it can be done in under five minutes with just 27 lines of code.

First of all, Tensorflow?

TensorFlow is a comprehensive ecosystem of tools, libraries, and community resources for building and deploying machine learning applications. Developed by Google, TensorFlow is designed for flexibility and efficiency, and can run on a wide range of platforms, from CPUs to GPUs and even specialized hardware.