Artificial Intelligence, Machine Learning, and Deep Learning

Artificial Intelligence, Machine Learning, and Deep Learning
Author :
Publisher : Mercury Learning and Information
Total Pages : 314
Release :
ISBN-10 : 9781683924661
ISBN-13 : 1683924665
Rating : 4/5 (61 Downloads)

Book Synopsis Artificial Intelligence, Machine Learning, and Deep Learning by : Oswald Campesato

Download or read book Artificial Intelligence, Machine Learning, and Deep Learning written by Oswald Campesato and published by Mercury Learning and Information. This book was released on 2020-01-23 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book begins with an introduction to AI, followed by machine learning, deep learning, NLP, and reinforcement learning. Readers will learn about machine learning classifiers such as logistic regression, k-NN, decision trees, random forests, and SVMs. Next, the book covers deep learning architectures such as CNNs, RNNs, LSTMs, and auto encoders. Keras-based code samples are included to supplement the theoretical discussion. In addition, this book contains appendices for Keras, TensorFlow 2, and Pandas. Features: Covers an introduction to programming concepts related to AI, machine learning, and deep learning Includes material on Keras, TensorFlow2 and Pandas


Artificial Intelligence, Machine Learning, and Deep Learning Related Books

Artificial Intelligence, Machine Learning, and Deep Learning
Language: en
Pages: 314
Authors: Oswald Campesato
Categories: Computers
Type: BOOK - Published: 2020-01-23 - Publisher: Mercury Learning and Information

DOWNLOAD EBOOK

This book begins with an introduction to AI, followed by machine learning, deep learning, NLP, and reinforcement learning. Readers will learn about machine lear
Deep Learning for Coders with fastai and PyTorch
Language: en
Pages: 624
Authors: Jeremy Howard
Categories: Computers
Type: BOOK - Published: 2020-06-29 - Publisher: O'Reilly Media

DOWNLOAD EBOOK

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with
Deep Learning
Language: en
Pages: 801
Authors: Ian Goodfellow
Categories: Computers
Type: BOOK - Published: 2016-11-10 - Publisher: MIT Press

DOWNLOAD EBOOK

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and res
Deep Learning Applications in Medical Imaging
Language: en
Pages: 274
Authors: Saxena, Sanjay
Categories: Medical
Type: BOOK - Published: 2020-10-16 - Publisher: IGI Global

DOWNLOAD EBOOK

Before the modern age of medicine, the chance of surviving a terminal disease such as cancer was minimal at best. After embracing the age of computer-aided medi
Learning Deep Architectures for AI
Language: en
Pages: 145
Authors: Yoshua Bengio
Categories: Computational learning theory
Type: BOOK - Published: 2009 - Publisher: Now Publishers Inc

DOWNLOAD EBOOK

Theoretical results suggest that in order to learn the kind of complicated functions that can represent high-level abstractions (e.g. in vision, language, and o