Alternating Decision Tree: Fundamentals and Applications
Про цю аудіокнигу
What Is Alternating Decision Tree
A categorization strategy that may be learned by machine learning is known as an alternating decision tree, or ADTree. It is connected to boosting and generalizes decision trees at the same time.
How You Will Benefit
(I) Insights, and validations about the following topics:
Chapter 1: Alternating Decision Tree
Chapter 2: Decision Tree Learning
Chapter 3: AdaBoost
Chapter 4: Random Forest
Chapter 5: Gradient Boosting
Chapter 6: Propositional Calculus
Chapter 7: Support Vector Machine
Chapter 8: Method of Analytic Tableaux
Chapter 9: Boolean Satisfiability Algorithm Heuristics
Chapter 10: Multiplicative Weight Update Method
(II) Answering the public top questions about alternating decision tree.
(III) Real world examples for the usage of alternating decision tree in many fields.
(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of alternating decision tree' technologies.
Who This Book Is For
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of alternating decision tree.
Про автора
Fouad Sabry is the former Regional Head of Business Development for Applications at HP in Southern Europe, Middle East, and Africa (SEMEA). Fouad has received his B.Sc. of Computer Systems and Automatic Control in 1996, dual masterâs degrees from University of Melbourne (UoM) in Australia, Master of Business Administration (MBA) in 2008, and Master of Management in Information Technology (MMIT) in 2010.
Fouad has more than 20 years of experience in Information Technology and Telecommunications fields, working in local, regional, and international companies, such as Vodafone and IBM in Middle East and Africa (MEA) region. Fouad joined HP Middle East (ME), based in Dubai, United Arab Emirates (UAE) in 2013 and helped develop the software business in tens of markets across Southern Europe, Middle East, and Africa (SEMEA) regions. Currently, Fouad is an entrepreneur, author, futurist, focused on Emerging Technologies, and Industry Solutions, and founder of One Billion Knowledgeable (1BK) Initiative.
