<p>This book explains how AI and Machine Learning can be applied to help businesses solve problems, support critical thinking and ultimately create customer value and increase profit.</p> <p></p> <p>By considering business strategies, business process modeling, quality assurance, cybersecurity, gove
Artificial Intelligence for Business
โ Scribed by Rajendra Akerkar
- Publisher
- Springer International Publishing
- Year
- 2019
- Tongue
- English
- Leaves
- 92
- Series
- SpringerBriefs in Business
- Edition
- 1st ed.
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
This book offers a practical guide to artificial intelligence (AI) techniques that are used in business. The book does not focus on AI models and algorithms, but instead provides an overview of the most popular and frequently used models in business. This allows the book to easily explain AI paradigms and concepts for business students and executives. Artificial Intelligence for Business is divided into six chapters. Chapter 1 begins with a brief introduction to AI and describes its relationship with machine learning, data science and big data analytics. Chapter 2 presents core machine learning workflow and the most effective machine learning techniques. Chapter 3 deals with deep learning, a popular technique for developing AI applications. Chapter 4 introduces recommendation engines for business and covers how to use them to be more competitive. Chapter 5 features natural language processing (NLP) for sentiment analysis focused on emotions. With the help of sentiment analysis, businesses can understand their customers better to improve their experience, which will help the businesses change their market position. Chapter 6 states potential business prospects of AI and the benefits that companies can realize by implementing AI in their processes.
โฆ Table of Contents
Front Matter ....Pages i-xi
Introduction to Artificial Intelligence (Rajendra Akerkar)....Pages 1-18
Machine Learning (Rajendra Akerkar)....Pages 19-32
Deep Learning (Rajendra Akerkar)....Pages 33-40
Recommendation Engines (Rajendra Akerkar)....Pages 41-52
Natural Language Processing (Rajendra Akerkar)....Pages 53-62
Employing AI in Business (Rajendra Akerkar)....Pages 63-74
Back Matter ....Pages 75-81
โฆ Subjects
Business and Management; IT in Business; Artificial Intelligence (incl. Robotics); Innovation/Technology Management
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