Big Data, Big Design: Why Designers Should Care about Artificial Intelligence

Book Description

Big Data, Big Design provides designers with the tools they need to harness the potential of machine learning and put it to use for good through thoughtful, human-centered, intentional design.

Enter the world of Machine Learning (ML) and Artificial Intelligence (AI) through a design lens in this thoughtful handbook of practical skills, technical knowledge, interviews, essays, and theory, written specifically for designers. Gain an understanding of the design opportunities and design biases that arise when using predictive algorithms. Learn how to place design principles and cultural context at the heart of AI and ML through real-life case studies and examples. This portable, accessible guide will give beginners and more advanced AI and ML users the confidence to make reasoned, thoughtful decisions when implementing ML design solutions.

中文：

书名：大数据、大设计：为什么设计师应该关注人工智能

大数据、大设计它为设计师提供了他们所需的工具，以利用机器学习的潜力，并通过深思熟虑的、以人为中心的、有目的的设计将其永久使用。

通过设计镜头进入机器学习(ML)和人工智能(AI)的世界，在这本专门为设计师编写的深思熟虑的实用技能、技术知识、采访、论文和理论手册中。了解使用预测算法时出现的设计机会和设计偏差。通过现实生活中的案例研究和例子，学习如何将设计原则和文化背景置于人工智能和ML的核心。这本便携、易用的指南将为初学者和更高级的AI和ML用户提供信心，让他们在实施ML设计解决方案时做出合理、深思熟虑的决定。