Deep Learning for Dummies

By:

Mueller, John Paul

Contributor(s):

Massaron, Luca

Material type: Text

TextPublication details: John Wiley & Sons, Inc. 2019 USADescription: 350pISBN:

9781119543046

Subject(s):

Computer Engineering

DDC classification:

006.31 MUE

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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 MUE (Browse shelf(Opens below))	Checked out Not For Loan	14/07/2025	T0052525

Total holds: 0

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Introduction
Part – 1: Discovering Deep Learning
Introducing Deep Learning
Introducing the Machine Learning Principles
Getting and Using Python
Leveraging Deep Learning Framework
Part – 2: Considering Deep Learning Basics
Reviewing Matrix Math and Optimization
Laying Linear Regression Foundations
Building a Basic Neural Network
Moving to Deep Learning
Explaining Convolutional Neural Networks
Introducing Recurrent Neural Networks
Part – 3: Interacting with Deep Learning
Performing Image Classification
Learning Advanced CNNs
Working on Language Processing
Generating Music and Visual Art
Building Generative Adversarial Networks
Playing with Deep Reinforcement Learning
Part – 4: The Part of Tens
Ten Applications that Require Deep Learning
Ten Must Have Deep Learning Tools
Ten Types of Occupations that Use Deep Learning
Index

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