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Practical AI for Business Leaders, Product Managers, and Entrepreneurs

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Description:Most economists agree that AI is a general purpose technology (GPT) like the steam engine, electricity, and the computer. AI will drive innovation in all sectors of the economy for the foreseeable future. Practical AI for Business Leaders, Product Managers, and Entrepreneurs is a technical guidebook for the business leader or anyone responsible for leading AI-related initiatives in their organization. The book can also be used as a foundation to explore the ethical implications of AI.Authors Alfred Essa and Shirin Mojarad provide a gentle introduction to foundational topics in AI. Each topic is framed as a triad: concept, theory, and practice. The concept chapters develop the intuition, culminating in a practical case study. The theory chapters reveal the underlying technical machinery. The practice chapters provide code in Python to implement the models discussed in the case study.With this book, readers will learn:The technical foundations of machine learning and deep learningHow to apply the core technical concepts to solve business problemsThe different methods used to evaluate AI modelsHow to understand model development as a tradeoff between accuracy and generalizationHow to represent the computational aspects of AI using vectors and matricesHow to express the models in Python by using machine learning libraries such as scikit-learn, statsmodels, and kerasWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Practical AI for Business Leaders, Product Managers, and Entrepreneurs. To get started finding Practical AI for Business Leaders, Product Managers, and Entrepreneurs, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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ISBN: 150150584X

Description: Most economists agree that AI is a general purpose technology (GPT) like the steam engine, electricity, and the computer. AI will drive innovation in all sectors of the economy for the foreseeable future. Practical AI for Business Leaders, Product Managers, and Entrepreneurs is a technical guidebook for the business leader or anyone responsible for leading AI-related initiatives in their organization. The book can also be used as a foundation to explore the ethical implications of AI.Authors Alfred Essa and Shirin Mojarad provide a gentle introduction to foundational topics in AI. Each topic is framed as a triad: concept, theory, and practice. The concept chapters develop the intuition, culminating in a practical case study. The theory chapters reveal the underlying technical machinery. The practice chapters provide code in Python to implement the models discussed in the case study.With this book, readers will learn:The technical foundations of machine learning and deep learningHow to apply the core technical concepts to solve business problemsThe different methods used to evaluate AI modelsHow to understand model development as a tradeoff between accuracy and generalizationHow to represent the computational aspects of AI using vectors and matricesHow to express the models in Python by using machine learning libraries such as scikit-learn, statsmodels, and kerasWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Practical AI for Business Leaders, Product Managers, and Entrepreneurs. To get started finding Practical AI for Business Leaders, Product Managers, and Entrepreneurs, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Practical AI for Business Leaders, Product Managers, and Entrepreneurs

Practical AI for Business Leaders, Product Managers, and Entrepreneurs

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