Practical AI for Business Leaders, Product Managers, and Entrepreneurs

Practical AI for Business Leaders, Product Managers, and Entrepreneurs
Author :
Publisher : Walter de Gruyter GmbH & Co KG
Total Pages : 277
Release :
ISBN-10 : 9781501505843
ISBN-13 : 150150584X
Rating : 4/5 (43 Downloads)

Book Synopsis Practical AI for Business Leaders, Product Managers, and Entrepreneurs by : Alfred Essa

Download or read book Practical AI for Business Leaders, Product Managers, and Entrepreneurs written by Alfred Essa and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-03-21 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most economists agree that AI is a general purpose technology (GPT) like the steam engine, electricity, and the computer. AI will drive innovation in all sectors of the economy for the foreseeable future. Practical AI for Business Leaders, Product Managers, and Entrepreneurs is a technical guidebook for the business leader or anyone responsible for leading AI-related initiatives in their organization. The book can also be used as a foundation to explore the ethical implications of AI. Authors Alfred Essa and Shirin Mojarad provide a gentle introduction to foundational topics in AI. Each topic is framed as a triad: concept, theory, and practice. The concept chapters develop the intuition, culminating in a practical case study. The theory chapters reveal the underlying technical machinery. The practice chapters provide code in Python to implement the models discussed in the case study. With this book, readers will learn: The technical foundations of machine learning and deep learning How to apply the core technical concepts to solve business problems The different methods used to evaluate AI models How to understand model development as a tradeoff between accuracy and generalization How to represent the computational aspects of AI using vectors and matrices How to express the models in Python by using machine learning libraries such as scikit-learn, statsmodels, and keras


Practical AI for Business Leaders, Product Managers, and Entrepreneurs Related Books

Practical AI for Business Leaders, Product Managers, and Entrepreneurs
Language: en
Pages: 277
Authors: Alfred Essa
Categories: Business & Economics
Type: BOOK - Published: 2022-03-21 - Publisher: Walter de Gruyter GmbH & Co KG

DOWNLOAD EBOOK

Most economists agree that AI is a general purpose technology (GPT) like the steam engine, electricity, and the computer. AI will drive innovation in all sector
Applied Artificial Intelligence
Language: en
Pages: 246
Authors: Mariya Yao
Categories: Artificial intelligence
Type: BOOK - Published: 2018-04-30 - Publisher:

DOWNLOAD EBOOK

This bestselling book gives business leaders and executives a foundational education on how to leverage artificial intelligence and machine learning solutions t
Generative AI For Business Leaders
Language: en
Pages: 529
Authors: I. Almeida
Categories: Business & Economics
Type: BOOK - Published: 2023-12-03 - Publisher: Now Next Later AI

DOWNLOAD EBOOK

2024 Edition. Free access to the AI Academy! One of the books in this collection is shortlisted for the 2023 HARVEY CHUTE Book Awards recognizing emerging talen
Competing in the Age of AI
Language: en
Pages: 175
Authors: Marco Iansiti
Categories: Business & Economics
Type: BOOK - Published: 2020-01-07 - Publisher: Harvard Business Press

DOWNLOAD EBOOK

"a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and d
The Executive Guide to Artificial Intelligence
Language: en
Pages: 187
Authors: Andrew Burgess
Categories: Business & Economics
Type: BOOK - Published: 2017-11-15 - Publisher: Springer

DOWNLOAD EBOOK

This book takes a pragmatic and hype–free approach to explaining artificial intelligence and how it can be utilised by businesses today. At the core of the bo