Pro Deep Learning with TensorFlow 2.0: A Mathematical Approach to Advanced Artificial Intelligence in Python

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

S. PattanayakPro Deep Learning with TensorFlow 2.0https://doi.org/10.1007/978-1-4842-8931-0_1

1. Mathematical Foundations

Santanu Pattanayak¹  

(1)

Prestige Ozone, Bangalore, Karnataka, India

 

Deep learning is a branch of machine learning that uses many layers of artificial neurons stacked one on top of the other for identifying complex features within the input data and solving complex real-world problems. It can be used for both supervised and unsupervised machine-learning tasks. Deep learning is currently used in areas such as computer vision, video analytics, pattern recognition, anomaly detection, text processing, sentiment analysis, and recommender system, ...