1. Agile Machine Learning with DataRobot
Authors: Bipin Chadha, Sylvester Juwe
This book is a game-changer for anyone looking to master machine learning with DataRobot. With a practical approach, it walks you through automating every step of the machine learning life cycle, ensuring that complex processes are simplified for practitioners. The authors expertly break down the intricacies involved in understanding business problems and how to deliver tangible value through data-driven solutions. The insights offered make it an invaluable resource for both beginners and seasoned professionals aiming to streamline their workflows.
2. DataRobot Third Edition
Author: Gerardus Blokdyk
As a comprehensive guide, the DataRobot Third Edition delves into advanced strategies for implementing machine learning models effectively. Gerardus Blokdyk covers critical concepts that allow organizations to harness the power of automated machine learning. This book stands out with its clear structure and detailed explanations, making it easier for readers to adopt DataRobot’s methodologies. It’s particularly beneficial for managers and data scientists looking to drive successful analytics projects while aligning with business objectives.
3. DataRobotで始めるビジネスAI入門
Author: 柴田 アキラ
This Japanese-language book is the perfect starting point for those new to business AI through DataRobot. It provides a foundational understanding of AI concepts and tools, ideal for beginners entering the realm of data science. The resource focuses on practical applications and offers a unique perspective tailored to the Japanese market, showcasing the adaptability of DataRobot in diverse contexts. Its insights are essential for any newcomer eager to leverage AI in business environments.
4. Business Analytics: A Management Approach
Authors: Richard Vidgen, Sam Kirshner, Felix Tan
In today’s data-driven world, “Business Analytics: A Management Approach” offers critical insights into effective analytics practices within organizations. The authors compile a wealth of knowledge on management strategies that drive business results through analytics applications. Their unique approach paves the way for managers to understand how to interpret analytics and integrate them into decision-making processes. This book is a must-read for any leader aiming to improve operational efficiency using analytics.
