Machine Learning for Decision Makers
Cognitive Computing Fundamentals for Better Decision Making
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Beschreibung
Take a deep dive into the essential elements of machine learning. You will learn how machine learning techniques are used to solve fundamental and complex problems in society and industry. Machine Learning for Managers serves as an excellent resource for establishing the relationship of machine learning with IoT, big data, and cognitive and cloud computing.
This book introduces a collection of the most important fundamental concepts of machine learning and its associated fields. These concepts span the process from envisioning the problem to applying machine-learning techniques to the enterprise. This discussion also provides an insight to help deploy the results to improve decision-making.
The book uses practical examples and use cases that will help you grasp the concepts of machine learning quickly. It concludes with a section on how using this technology will become a game-changer in the years to come.
You will:
- Discover the machine learning, big data, and cloud and cognitive computing technology stack
- Gain insights into machine learning concepts and practices
- Understand business and enterprise decision-making using machine learning
- See the latest research, trends, and security frameworks in the machine learning space
- Use machine-learning best practices
Explains the business challenges and applications of machine learning in big data, IoT, and cloud and cognitive computing in different fields and domains
Includes matrices, KPIs, and performance measures for the machine learning ecosystemCovers recent advancements and future directions of machine learning
Explains the business challenges and applications of machine learning in big data, IoT, and cloud and cognitive computing in different fields and domains Includes matrices, KPIs, and performance measures for the machine learning ecosystem Covers recent advancements and future directions of machine learning
Autor*in
Patanjali Kashyap
Themen in »Machine Learning for Decision Makers«
Machine Learning Big Data Bayesian Networks Artificial Neural Networks Vector Machines Cloud IoT Security Cognitive Computing Decision Trees algorithm analysis and problem complexity
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“Kashyap, an expert in technology management, has provided an extensive guide to the world of ML. His book is not a technical how-to reference, but a reasonably comprehensive survey of the concepts and methods needed to understand the field and to guide decision makers. … Kashyap’s book does provide a thorough and understandable compendium of the current ML universe for those who manage and direct ML-enabled projects.” (Harry J. Foxwell, Computing Reviews, April 26, 2019)
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