What is deep learning and how to master ...

What is deep learning and how to master it?

Jan 13, 2021

Deep learning is the science of using algorithms to automatically obtain new insights and interpretations from data. Deep learning is a subset of machine learning. It is suitable for machine-learning tasks that require high computational power and involve large amounts of source data.

Today, deep-learning libraries such as TensorFlow and PyTorch and the Keras application programming interface (API) allow us to implement deep learning without writing elaborate code. If you want to master deep learning using TensorFlow, Keras, and PyTorch, refer to the deep-learning series of tutorials on my website, MKaryashala.

To learn more about the tutorial series, download its introductory ebook. The ebook outlines the prerequisites for the project-based tutorials in the series, explains what deep learning is, and specifies how you can use the series to master deep learning.

To get acquainted with deep learning, you can also refer to the MKaryashala tutorial "What Is Deep Learning?". Here is a figure from that tutorial. The figure summarizes the deep-learning process.

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