# Deep Learning Frameworks for Beginners: A Comparison of TensorFlow vs. PyTorch vs. Keras

DevFeed: [Deep Learning Frameworks for Beginners: A Comparison of TensorFlow vs. PyTorch vs. Keras](<https://devfeed.tech/articles/deep-learning-frameworks-for-beginners-a-comparison-of-tensorflow-vs-pytorch-vs-keras-28416.md>)

Original publisher: [Read original article](<https://banes.dev/deep-learning-frameworks-for-beginners-a-comparison-of-tensorflow-vs-pytorch-vs-keras/>)

Author: admin

Published: 2024-05-14T10:48:43Z

Content type: comparison

Language: en

Sources: [Posts on Chris Banes](<https://devfeed.tech/sources/posts-on-chris-banes.md>)

Topics: [Deep learning](<https://devfeed.tech/topics/deep-learning.md>), [Frameworks](<https://devfeed.tech/topics/frameworks.md>), [Tensorflow](<https://devfeed.tech/topics/tensorflow.md>), [PyTorch](<https://devfeed.tech/topics/pytorch.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [comparison](<https://devfeed.tech/tags/comparison.md>), [deep-learning](<https://devfeed.tech/tags/deep-learning.md>), [frameworks](<https://devfeed.tech/tags/frameworks.md>), [pytorch](<https://devfeed.tech/tags/pytorch.md>), [tensorflow](<https://devfeed.tech/tags/tensorflow.md>), [uncategorized](<https://devfeed.tech/tags/uncategorized.md>), [vs](<https://devfeed.tech/tags/vs.md>)

## AI overview

This beginner-oriented comparison introduces deep learning frameworks and discusses TensorFlow, PyTorch, and Keras. It explains how frameworks support the design, training, and testing of deep learning models, with particular attention to TensorFlow's scalability, mobile deployment through TensorFlow Lite, and production pipelines through TFX.

## Source excerpt

Have you ever wondered how computers can recognize faces, understand your voice commands, or even beat you at a game of chess? That's deep learning in action! Deep learning is a powerful part of artificial intelligence (AI) that teaches computers to learn from data, just like humans do. Deep learning frameworks are handy tools, enabling [...]