Pragmatic AI is the first truly practical guide to solving real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools. Writing for students who aren’t professional data scientists, Noah Gift demystifies all the tools and technologies you need to get results. He illuminates powerful off-the-shelf cloud-based solutions from Google, Amazon, and Microsoft, as well as accessible techniques using Python. Throughout, readers find simple, clear, and effective working solutions that show them how to apply machine learning, AI and cloud computing together…mehr
Pragmatic AI is the first truly practical guide to solving real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools. Writing for students who aren’t professional data scientists, Noah Gift demystifies all the tools and technologies you need to get results. He illuminates powerful off-the-shelf cloud-based solutions from Google, Amazon, and Microsoft, as well as accessible techniques using Python. Throughout, readers find simple, clear, and effective working solutions that show them how to apply machine learning, AI and cloud computing together in virtually any organization, creating solutions that deliver results, and offer virtually unlimited scalability.
Noah Gift is lecturer and consultant at UC Davis Graduate School of Management in the MSBA program. Professionally, Noah has approximately 20 years’ experience programming in Python and is a member of the Python Software Foundation. He has worked for a variety of companies in roles ranging from CTO, general manager, consulting CTO, and cloud architect. Currently, he is consulting start-ups and other companies on machine learning and cloud architecture, and is doing CTO-level consulting via Noah Gift Consulting. He has published close to 100 technical publications including two books on subjects ranging from cloud machine learning to DevOps. He is also a certified AWS Solutions Architect. Noah has an MBA from University of California, Davis; an MS in computer information systems from California State University, Los Angeles; and a BS in nutritional science from Cal Poly, San Luis Obispo. You can find more about Noah by following him on Github (https://github.com/noahgift/), visiting http://noahgift.com, or connecting with him on https://www.linkedin.com/in/noahgift/.
Inhaltsangabe
Foreword Preface Acknowledgments About the Author Part I: Introduction to Pragmatic AI Chapter 1: Introduction to Pragmatic AI Chapter 2: AI and ML Toolchain Chapter 3: Spartan AI Lifecycle Part II: AI in the Cloud Chapter 4: Cloud AI Development with Google Cloud Platform Chapter 5: Cloud Ai Development with Amazon Web Services Part III: Creating Practical AI Applications from Scratch Chapter 6: Predicting Social-Media Influence in the NBA Chapter 7: Creating an Intelligent Slackbot on AWS Chapter 8: Finding Project Management Insights from a Github Organization Chapter 9: Dynamically Optimizing EC2 Instances on AWS Chapter 10: Real Estate Chapter 11: Production AI for User Generated Content (UGC) Appendix A: AI Accelerators Appendix B: Deciding on Cluster Size Index
Foreword Preface Acknowledgments About the Author Part I: Introduction to Pragmatic AI Chapter 1: Introduction to Pragmatic AI Chapter 2: AI and ML Toolchain Chapter 3: Spartan AI Lifecycle Part II: AI in the Cloud Chapter 4: Cloud AI Development with Google Cloud Platform Chapter 5: Cloud Ai Development with Amazon Web Services Part III: Creating Practical AI Applications from Scratch Chapter 6: Predicting Social-Media Influence in the NBA Chapter 7: Creating an Intelligent Slackbot on AWS Chapter 8: Finding Project Management Insights from a Github Organization Chapter 9: Dynamically Optimizing EC2 Instances on AWS Chapter 10: Real Estate Chapter 11: Production AI for User Generated Content (UGC) Appendix A: AI Accelerators Appendix B: Deciding on Cluster Size Index
Es gelten unsere Allgemeinen Geschäftsbedingungen: www.buecher.de/agb
Impressum
www.buecher.de ist ein Internetauftritt der buecher.de internetstores GmbH
Geschäftsführung: Monica Sawhney | Roland Kölbl | Günter Hilger
Sitz der Gesellschaft: Batheyer Straße 115 - 117, 58099 Hagen
Postanschrift: Bürgermeister-Wegele-Str. 12, 86167 Augsburg
Amtsgericht Hagen HRB 13257
Steuernummer: 321/5800/1497
USt-IdNr: DE450055826