Deep Learning with Python: Learn Best Practices of Deep Learning Models with PyTorch

© Nikhil Ketkar, Jojo Moolayil 2021

N. Ketkar, J. MoolayilDeep Learning with Pythonhttps://doi.org/10.1007/978-1-4842-5364-9_8

8. Recent Advances in Deep Learning

Nikhil Ketkar¹   and Jojo Moolayil²

(1)

Bangalore, Karnataka, India

(2)

Vancouver, BC, Canada

 

So far, this book has discussed important topics in the realm of deep learning: feed-forward networks, convolutional neural networks, and recurrent neural networks. We described their practical aspects, including implementation, training, validation, and tuning models for improvement with PyTorch. Although we covered a lot of ground on the foundational aspects, there are still vast areas that remain untouched. The field of deep learning recently has witnessed a huge spike in research, contributors, ...