Название: Grow Your Business with AI: A First Principles Approach for Scaling Artificial Intelligence in the EnterpriseАвтор: Francisco Javier Campos Zabala
Издательство: Apress
Год: 2023
Страниц: 587
Язык: английский
Формат: pdf, epub
Размер: 31.2 MB
Leverage the power of Artificial Intelligence (AI) to drive the growth and success of your organization. This book thoroughly explores the reasons why it is so hard to implement AI, and highlights the need to reconcile the motivations and goals of two very different groups of people, business-minded and technical-minded. Divided into four main parts (First Principles, The Why, The What, The How), you'll review case studies and examples from companies that have successfully implemented AI. Part 1 provides a comprehensive overview of the First Principles approach and its basic conventions. Part 2 provides an in-depth look at the current state of AI and why it is increasingly important to businesses of all sizes. Part 3 delves into the key concepts and technologies of AI. Part 4 shares practical guidance and actionable steps for businesses looking to implement AI. We begin by examining the latest advances in Machine Learning algorithms, including generative AI, foundational models, reinforcement learning, robotics, computer vision, and image recognition. We will discuss the implications of these breakthroughs for businesses and AI-driven innovation. We then delve into AI hardware and infrastructure, discussing progress in specialized AI hardware, cloud-based platforms, and edge computing. We also look at the future trends in quantum computing and their potential impact on AI. In the software and programming languages section, we cover popular AI programming languages, libraries, open-source tools, and frameworks.
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