Publisher's Synopsis
"Ten Essays on AI" offers a thorough exploration of artificial intelligence, covering essential topics that provide readers with a deep understanding of AI's impact on various sectors. This collection is a must-read for anyone looking to grasp the complexities and opportunities presented by AI technology.
Transformative Data-Analytic Thinking: An OverviewDiscover the importance of data-analytic thinking in decision-making processes. Learn how to leverage data-driven insights for business success and explore the journey from small data to big data, understanding their significance and applications. Ensuring Data Quality: A Comprehensive Guide to Data Preparation for Effective Model Building
Understand the critical steps in data preparation, including data cleaning, transformation, and feature selection. This chapter provides a comprehensive guide to ensuring high-quality data, which is crucial for building robust AI models. Understanding the Generic Data Mining Process: A Comprehensive Guide
Gain insights into the CRISP-DM framework and the generic data mining process. Explore advanced modelling techniques and model evaluation metrics to enhance your data mining capabilities. Leveraging Data-Driven Decision-Making for Business Success
Learn how to harness the power of data-driven decision-making to optimise business operations. This chapter covers various types of data analytics and their applications, providing a roadmap for integrating data insights into business strategies. The Evolution and Impact of Artificial Intelligence: From Turing to Generative AI
Trace the historical milestones of AI, from the Turing Test to the latest developments in generative AI. Understand the promises and challenges of AI technology and its impact on job roles and societal norms. Crafting Effective AI Strategies: From Objectives to Implementation
Develop effective AI strategies aligned with business goals. This chapter guides you through assessing organisational readiness, building AI infrastructure, and establishing governance frameworks for successful AI implementation. Transforming Business Operations with AI Integration
Explore how AI can enhance operational efficiency, personalise customer experiences, and improve risk management. Learn best practices for AI integration and future trends in AI technology. The Transformative Impact of Generative AI on Modern Business Operations
Delve into the potential of generative AI and its ethical and practical challenges. Discover how to harness generative AI for creativity, innovation, and decision-making in business operations. Cultivating an AI-Ready Organizational Culture
Foster a culture that embraces AI through commitment to learning, teamwork, and ethical considerations. This chapter emphasises the importance of leadership support and celebrating AI successes. Each essay, "Ten Essays on AI", provides a detailed and engaging look at the many facets of AI, making it an essential resource for anyone interested in this transformative field.
