Democratization of artificial intelligence for the future of humanity / (Record no. 127704)
| 000 -LEADER | |
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| fixed length control field | 05759cam a22005771i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781003057789 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FlBoTFG |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220509193001.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
| fixed length control field | m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 201104s2021 flua o 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | OCoLC-P |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | OCoLC-P |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000220063 |
| -- | (ePub ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000220060 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000219944 |
| -- | (PDF ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000219941 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781000220001 |
| -- | (Mobipocket ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1000220001 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781003057789 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1003057780 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780367524098 (hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780367524128 (pbk.) |
| 024 8# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1201/9781003057789 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1230556834 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC-P)1230556834 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q335 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 012000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 037000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM |
| Subject category code subdivision | 051240 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UB |
| Source | bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Vuppalapati, Chandrasekar, |
| Dates associated with a name | 1972- |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Democratization of artificial intelligence for the future of humanity / |
| Statement of responsibility, etc | Chandrasekar Vuppalapati. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st. |
| 264 #1 - | |
| -- | Boca Raton : |
| -- | CRC Press, |
| -- | 2021. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource : |
| Other physical details | illustrations (black and white) |
| 336 ## - | |
| -- | text |
| -- | rdacontent |
| 336 ## - | |
| -- | still image |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | rdacarrier |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | SECTION I -- INTRODUCTION TO ARTIFICIAL INTELLIGENCE AND FRAMEWORKS Introduction What is AI? AI Epoch's: Waves of Compute AI Hype Cycle -- Current and Emerging Technologies AI -- End-To-End (E2E) Process -- Turning Data into Actionable Insights Microsoft Azure -- AI E2E Platform AI Development Operations (DevOps) Loop for Data Science AI -Performance and Computational Notations AI for Greater Good -- Solving Humanity and Societal Challenges References Standard Processes and Frameworks Digital Transformation Digital Feedback Loop Insights Value Chain The CRISP-DM Process Building Blocks of AI -- Major Components of AI AI Reference Architectures References SECTION II -- DATA SOURCES AND ENGINEERING TOOLS Data -- Call for Democratization Call for Action The Last Mile -- Constrained Compute Devices AND "AI Chasm" References Machine Learning Frameworks and Device Engineering Machine Learning Device Deployments xRC Modeling: Model Accuracy-Connectivity-Hardware (MCH) Framework Circular Buffers AI Democratization -- "Crossing the Chasm" References Device Software and Hardware Engineering Tools Software Engineering Tools Hardware and Engineering Tools Libraries References SECTION III -- MODEL DEVELOPMENT AND DEPLOYMENT Supervised Models Decision Trees XGBoost Random Forrest Naïve Bayesian Linear Regression Kalman Filter References Unsupervised Models Hierarchical Clustering K-Means Clustering References SECTION IV -- DEMOCRATIZATION AND FUTURE OF AI National Strategies National Technology Strategies for Serving People The United Nations AI Technology Strategy The role of the UN AI in the Hands of People References Future Democratization of Artificial Intelligence for the Future of Humanity Dedication Acknowledgement Preface Appendix Index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Artificial intelligence (AI) stands out as a transformational technology of the digital age. Its practical applications are growing very rapidly. One of the chief reasons AI applications are attaining prominence, is in its design to learn continuously, from real-world use and experience, and its capability to improve its performance. It is no wonder that the applications of AI span from complex high-technology equipment manufacturing to personalized exclusive recommendations to end-users. Many deployments of AI software, given its continuous learning need, require computation platforms that are resource intense, and have sustained connectivity and perpetual power through central electrical grid. In order to harvest the benefits of AI revolution to all of humanity, traditional AI software development paradigms must be upgraded to function effectively in environments that have resource constraints, small form factor computational devices with limited power, devices with intermittent or no connectivity and/or powered by non-perpetual source or battery power. The aim this book is to prepare current and future software engineering teams with the skills and tools to fully utilize AI capabilities in resource-constrained devices. The book introduces essential AI concepts from the perspectives of full-scale software development with emphasis on creating niche Blue Ocean small form factored computational environment products. |
| 588 ## - | |
| -- | OCLC-licensed vendor bibliographic record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| General subdivision | Social aspects. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| General subdivision | Industrial applications. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| General subdivision | Government policy. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | COMPUTERS / Computer Graphics / General |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | COMPUTERS / Machine Theory |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | COMPUTERS / Programming / Systems Analysis & Design |
| Source of heading or term | bisacsh |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Taylor & Francis |
| Uniform Resource Identifier | https://www.taylorfrancis.com/books/9781003057789 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | OCLC metadata license agreement |
| Uniform Resource Identifier | http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf |
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