Siegel, Eric,  1968- <br/><br/>
The AI playbook :  mastering the rare art of machine learning deployment / 
Eric Siegel. 
 - 225 pages :   illustration ;   24 cm.  
 - Management on the cutting edge .
<br/><br/>Includes bibliographical references and index. 
<br/><br/>ContentsSeries Foreword ix Foreword by Morgan Vawter xi Preface: A Brief History of Why Machine Learning Projects Stall xv Optional FAQ: What This Book Is about and Who It’s For xxiIntroduction 1 0 BizML: Six Steps to Machine Learning Deployment 21 1 Value: Establish the Deployment Goal 49 2 Target: Establish the Prediction Goal 63 3 Performance: Establish the Evaluation Metrics 81 4 Fuel: Prepare the Data 113 5 Algorithm: Train the Model 141 6 Launch: Deploy the Model 169 BizML Cheat Sheet 195 Conclusion: ML’s Elevator Pitch, Staff, Timeline, Upkeep, and Ethics 197Acknowledgments 213 About the Author 217 Index 219 
<br/><br/> "A playbook for bridging business and data science worlds to effectively execute machine learning projects in business"-- 
<br/><br/><label>ISBN: </label>9780262048903 
<br/><br/><label>LCCN: </label>2023017997 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Business--Data processing.<br/>Machine learning.
<br/><br/><label>LC Class. No.: </label>HF5548.2  / S571a 2024 
<br/><br/><label>Dewey Class. No.: </label>658/.05