Alfred Essa,Shirin Mojarad
Practical AI for Business Leaders, Product Managers, and Entrepreneurs
Practical AI for Business Leaders, Product Managers, and Entrepreneurs
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Excellent- More about Practical AI for Business Leaders, Product Managers, and Entrepreneurs
AI is a general-purpose technology that will drive innovation in all sectors of the economy, and "Practical AI for Business Leaders, Product Managers, and Entrepreneurs" is a technical guidebook for business leaders and anyone responsible for leading AI-related initiatives.
Format: Paperback / softback
Length: 240 pages
Publication date: 04 April 2022
Publisher: De Gruyter
Most economists agree that artificial intelligence (AI) is a revolutionary technology, akin to the steam engine, electricity, and the computer, that has the potential to drive innovation across all sectors of the economy. This transformative force is expected to shape the future of business and society for years to come.
In response to this growing demand, Practical AI for Business Leaders, Product Managers, and Entrepreneurs has been written to provide a comprehensive guide for those seeking to harness the power of AI in their organizations. Authored by Alfred Essa and Shirin Mojarad, this technical handbook offers a gentle introduction to foundational topics in AI, framing them as a triad: concept, theory, and practice.
The concept chapters build upon the intuition, culminating in a practical case study that demonstrates how these technical concepts can be applied to solve real-world business problems. The theory chapters delve into the underlying technical machinery, while the practice chapters provide code in Python to implement the models discussed in the case study.
By reading this book, readers will gain a deep understanding of the technical foundations of machine learning and deep learning, as well as how to apply these core technical concepts to solve business problems. They will learn about the different methods used to evaluate AI models, understand the tradeoff between accuracy and generalization, and develop the skills to represent the computational aspects of AI using vectors and matrices.
Moreover, readers will be introduced to machine learning libraries such as scikit-learn, statsmodels, and keras, which will enable them to express AI models in Python and build powerful and efficient machine learning systems.
Whether you are a business leader, product manager, or entrepreneur, Practical AI for Business Leaders, Product Managers, and Entrepreneurs is an essential resource that will help you navigate the complex world of AI and unlock its full potential for your organization. So, why wait? Start your journey into the future of AI today!
Weight: 406g
Dimension: 170 x 239 x 20 (mm)
ISBN-13: 9781501514647
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