xvii, 248 pages : illustrations ; 24 cm.
Gender group: gdr Men lcdgt
Nationality/regional group: nat Americans lcdgt
Occupational/field of activity group: occ University and college faculty members lcdgt
Occupational/field of activity group: occ Computer scientists lcsh
Includes bibliographical references and index.
Introduction to pragmatic AI -- AI and ML toolchain -- Spartan AI lifecycle -- Cloud AI development with Google Cloud Platform -- Cloud AI development with Amazon Web Services -- Predicting social-media influence in the NBA -- Creating an intelligent slackbot on AWS -- Finding project management insights from a GitHub organization -- Dynamically optimizing EC2 instances on AWS -- Real estate -- Production AI for user-generated content -- AI accelerators -- Deciding on cluster size.
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 and R. 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. -- Provided by publisher
Pragmatic artificial intelligence
Introduction to cloud-based machine learning