Artificial Intelligence | Third Edition | By Peason: A Modern Approach+Business Analytics: The Science of Data – Driven Decision Making(Set of 2 books)

1,410.00

Artificial Intelligence | Third Edition | By Peason: A Modern Approach+Business Analytics: The Science of Data – Driven Decision Making(Set of 2 books)
Price: ₹ 1,410.00
(as of Oct 23,2021 13:53:03 UTC – Details)

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Artificial Intelligence | Third Edition | By Peason: A Modern ApproachThis edition captures the changes that have taken place in the field of artificial intelligence (AI) since the last edition in 2003. There have been important applications of AI technology, such as the widespread deployment of practical speech recognition, machine translation, autonomous vehicles and household robotics. There have been algorithmic landmarks, such as the solution of the game of checkers. There has also been a great deal of theoretical progress, particularly in areas such as probabilistic reasoning, machine learning and computer vision.Business Analytics: The Science of Data – Driven Decision MakingThe book has 17 chapters and addresses all components of analytics such as descriptive, predictive and prescriptive analytics. The first few chapters are dedicated to foundations of business analytics. Introduction to business analytics and its components such as descriptive, predictive and prescriptive analytics along with several applications are discussed in Chapter 1. In Chapters 2 to 8, we discuss basic statistical concepts such as descriptive statistics, concept of random variables, discrete and continuous random variables, confidence interval, hypothesis testing, analysis of variance and correlation. Chapters 9 to 13 are dedicated to predictive analytics techniques such as multiple linear regression, logistic regression, decision tree learning and forecasting techniques. Clustering is discussed in Chapter 14. Chapter 15 is dedicated to prescriptive analytics in which concepts such as linear programming, integer programming, and goal programming are discussed. Stochastic models and Six Sigma are discussed in Chapters 16 and 17, respectively.

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