Deep Learning: A Comprehensive Guide

By:

Vasudevan, Shriram K

Contributor(s):

Material type: Text

TextPublication details: Chapman and Hall 2021 Boca RatonDescription: 290pISBN:

9781032028828

Subject(s):

Deep Learning (Machine Learning)

DDC classification:

006.31 VAS

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Reference Book	NIMA Knowledge Centre	7th Floor Silence Zone	Reference	006.31 VAS (Browse shelf(Opens below))	Not For Loan		M0043260

Total holds: 0

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Previous	006.3 HAS Rough Computing: Theories, Technologies and Applications	006.3 LIN Architectural Design of Multi-Agent Systems: Technologies and Techniques	006.31 BOE Hands-on Machine Learning with R	006.31 VAS Deep Learning: A Comprehensive Guide	006.312 BAU Modern Data Science with R	006.312 BIG Big Data Analytics	006.312 FEL Mathematical Methods for Knowledge Discovery and Data Mining	Next

1. Introduction to Deep Learning
2. The Tools and Prerequisites
3. Machine Learning: The Fundamentals
4. The Deep Learning Framework
5. CNN– Convolutional Neural Networks – A Complete Understanding
6. CNN Architectures – An Evolution
7. Recurrent Neural Networks
8. Autoencoders
9. Generative Models
10. Transfer Learning
11. Intel OpenVino – A Must Know Deep Learning Toolkit
12. Interview Questions and Answers

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