Machine Learning Governance for Managers
Machine Learning Governance for Managers
English | 2024 | ISBN: 3031318048 | 126 Pages | PDF EPUB (True) | 8 MB
English | 2024 | ISBN: 3031318048 | 126 Pages | PDF EPUB (True) | 8 MB
Machine Learning Governance for Managers provides readers with the knowledge to unlock insights from data and leverage AI solutions. In today's business landscape, most organizations face challenges in scaling and maintaining a sustainable machine learning model lifecycle. This book offers a comprehensive framework that covers business requirements, data generation and acquisition, modeling, model deployment, performance measurement, and management, providing a range of methodologies, technologies, and resources to assist data science managers in adopting data and AI-driven practices. Particular emphasis is given to ramping up a solution quickly, detailing skills and techniques to ensure the right things are measured and acted upon for reliable results and high performance.