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Practical AI for Business Leaders, Product Managers, and Entrepreneurs

2022-03-21 Business & Economics
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Release : 2022-03-21
Genre : Business & Economics
Kind : eBook
Book Rating : 84X/5 ( reviews)

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Book Synopsis Practical AI for Business Leaders, Product Managers, and Entrepreneurs by : Alfred Essa

Download or read book Practical AI for Business Leaders, Product Managers, and Entrepreneurs written by Alfred Essa. This book was released on 2022-03-21. Available in PDF, EPUB and Kindle. Book excerpt: 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 learning How to apply the core technical concepts to solve business problems The different methods used to evaluate AI models How to understand model development as a tradeoff between accuracy and generalization How to represent the computational aspects of AI using vectors and matrices How to express the models in Python by using machine learning libraries such as scikit-learn, statsmodels, and keras

Practical AI for Business Leaders, Product Managers, and Entrepreneurs

2022-03-21 Business & Economics
Download Practical AI for Business Leaders, Product Managers, and Entrepreneurs PDF Online Free

Author :
Release : 2022-03-21
Genre : Business & Economics
Kind : eBook
Book Rating : 734/5 ( reviews)

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Book Synopsis Practical AI for Business Leaders, Product Managers, and Entrepreneurs by : Alfred Essa

Download or read book Practical AI for Business Leaders, Product Managers, and Entrepreneurs written by Alfred Essa. This book was released on 2022-03-21. Available in PDF, EPUB and Kindle. Book excerpt: 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 learning How to apply the core technical concepts to solve business problems The different methods used to evaluate AI models How to understand model development as a tradeoff between accuracy and generalization How to represent the computational aspects of AI using vectors and matrices How to express the models in Python by using machine learning libraries such as scikit-learn, statsmodels, and keras

Artificial Intelligence for Business Leaders

2020-07-23
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Release : 2020-07-23
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Artificial Intelligence for Business Leaders by : Ajit Jha

Download or read book Artificial Intelligence for Business Leaders written by Ajit Jha. This book was released on 2020-07-23. Available in PDF, EPUB and Kindle. Book excerpt: ◆◆ "Embrace artificial intelligence or be replaced by it." ◆◆ "AI is a new electricity." Andrew Ng ✓Have you ever thought that if AI is the new electricity, why does it not quickly inspire Managers/Leaders/C-Suites? ✓If business leaders do not act, they must be prepared to lag behind competitors who adopt new technologies. ✓Managers/Leaders/C-Suites and others who are willing to feel the spark of AI, should learn and understand AI immediately to know what AI can do and what it cannot. ✓Did you know that AI is changing our world faster than we think? Artificial intelligence will affect all areas of life in ways we cannot even predict, whether we like it or not. According to research done by PricewaterhouseCoopers (PwC), by 2030, artificial intelligence can contribute up to US$15.7 trillion to the global economy, so the opportunities for implementing and learning AI are huge. ⚠ Companies that do not use AI will soon become obsolete. From making faster and better decisions to automating rote memorization to enabling robots to respond to emotions, artificial intelligence and machine learning have been reshaping business and society. ⚠ Not investing in the organizational and technical requirements of adopting AI may mean that they are far behind and unable to compete in the future. ✓ Business is changing. Will you adapt or fall behind? Accelerate and deepen your understanding of the themes that shape the company's future. ✓ This book is suitable for business executives, business managers, business leaders, senior managers, technical leaders, students, and many people who want to understand artificial intelligence. ✓ It will take you to learn the concepts of machine learning, artificial intelligence and deep learning, more and how to use them to influence your business. ✓✓ Even if you do not have technical knowledge, you will understand AI, ML and its implementation. ◆◆ Key features ◆◆ nbsp; ★ A must book for the business leader to understand AI and its application ★ Understand strategy behind AI implementation ★ Zero coding with simple explanation ★ A straightforward explanation for important algorithms like TensorFlow, NLP, K-Means, Support Vector Machine, Supervised Learning, Unsupervised Learning, Ensemble Techniques, Regression, Clustering, and many more ★★ Grab your copy of this book to build artificial intelligence for business and stand to the best of times!

Value-Based Engineering

2023-03-20 Technology & Engineering
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Release : 2023-03-20
Genre : Technology & Engineering
Kind : eBook
Book Rating : 385/5 ( reviews)

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Book Synopsis Value-Based Engineering by : Sarah Spiekermann

Download or read book Value-Based Engineering written by Sarah Spiekermann. This book was released on 2023-03-20. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how the grand aspiration of creating a Technology for Humanity can be practically achieved. Value-based Engineering helps embedding values into technology design and corporate business structures. Thriving on the knowledge created by over 100 experts in the IEEE 7000TM standardization project, Value-based Engineering gets the best out of 21st century technology while avoiding many tech-induced social dilemmas.

AI Product Management

2023-03-08
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Release : 2023-03-08
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Kind : eBook
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Book Synopsis AI Product Management by : Kumar Vishwesh

Download or read book AI Product Management written by Kumar Vishwesh. This book was released on 2023-03-08. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is revolutionizing the way we do business, and AI product management is at the forefront of this transformation. In this practical guide, you'll learn the skills and strategies needed to successfully develop, launch, and scale AI products. We'll start by introducing you to the role of an AI product manager and the importance of AI in today's business landscape. From there, you'll learn how to understand the AI ecosystem and identify the right use cases for your AI product. You'll also discover how to build and manage an interdisciplinary team, design and develop an AI product, and launch and market it effectively. Throughout the book, you'll find real-world examples and best practices for growing and scaling your AI product. Whether you're a product manager, engineer, data scientist, or entrepreneur, this book will provide you with the knowledge and tools you need to succeed in the exciting field of AI product management. Note: This is a basic book on the topic intended to give you just a high-level overview. Please don't expect in deep dive into the topics. Making the readers aware of the topics involved in this new field, is the prime purpose.

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