Pragmatic AI: an introduction to cloud-based machine learning
Material type:
TextPublication details: Noida Pearson India Education Services Pvt. Ltd. 2020 Description: xvii, 173 pISBN: 9789389342451Subject(s): Machine learning | Cloud computing | Artificial intelligence | Python (Computer program language) | R (Computer program language)DDC classification: 004.6782 Summary: 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."
| Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode |
|---|---|---|---|---|---|---|---|
Book
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Indian Institute of Management LRC General Stacks | IT & Decisions Sciences | 004.6782 GIF (Browse shelf(Opens below)) | 1 | Available | 002853 |
Table of Content
1 Computers, People, and Programming 2 AI and ML Toolchain 3 Spartan AI Lifecycle 4 Cloud AI Development with Amazon Web Services 5 Cloud AI Development with Google Cloud Platform 6 Creating an Intelligent Slackbot on AWS 7 Finding Project Management Insights from a Github Organization 8 Dynamically Optimizing EC2 Instances on AWS 9 Production AI for User Generated Content (UGC) 10 Predicting Social-Media Influence in the NBA 11 Real Estate"
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."
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