Artificial Intelligence : A Systems Approach from Architecture Principles to Deployment / David R. Martinez and Bruke M. Kifle.

Format:

Book

Author/Creator:

Martinez, David R., author.

Kifle, Bruke M., author.

Series:

MIT Lincoln Laboratory series.

MIT Lincoln Laboratory Series

Language:

English

Subjects (All):

Systems engineering.

Artificial intelligence--Industrial applications.

Artificial intelligence.

Physical Description:

1 online resource (492 pages)

Edition:

First edition.

Place of Publication:

Cambridge, Massachusetts : The MIT Press, [2024]

Summary:

"Addresses artificial intelligence (AI) from a system engineering approach"-- Provided by publisher.

Contents:

Fundamentals of systems engineering

Data conditioning

Machine learning

Modern computing

Human-machine teaming

Robust AI systems

Responsible AI

AI strategy and roadmap

AI deployment guidelines

MLOps : transitioning from development into deployment

Fostering an innovative team environment

Communicating effectively

Use-case example #1: Misty companion robot as Alzheimer's Application

Use-case example #2: Bose AI-powered cycling coach and warning system

Use-case example #3: Meal evaluation and attainment logistics system (MEALS)

Use-case example #4: Managing energy for smart homes (MESH)

Use-case example #5: AquaAI-An AI-powered modernized marine maintenance system.

Notes:

Description based on publisher supplied metadata and other sources.

OCLC-licensed vendor bibliographic record.

Description based on print version record.

Includes bibliographical references and index.

ISBN:

0-262-37871-X

0-262-37870-1

OCLC:

1410600128