PyTorch Recipes: A Problem-Solution Approach to Build, Train and Deploy Neural Network Models

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

P. MishraPyTorch Recipeshttps://doi.org/10.1007/978-1-4842-8925-9_5

5. Supervised Learning Using PyTorch

Pradeepta Mishra¹  

(1)

Bangalore, Karnataka, India

 

Supervised machine learning is the most sophisticated branch of machine learning. It is in use in almost all fields, including artificial intelligence, cognitive computing, and language processing. Machine learning literature broadly talks about three types of learning: supervised, unsupervised, and reinforcement learning. In supervised learning, the machine learns to recognize the output; hence, it is task driven and the task can be classification or regression. In unsupervised learning, the machine ...