| 000 | 03058nam a22005655i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-71270-9 | ||
| 003 | DE-He213 | ||
| 005 | 20220801220242.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 210428s2021 sz | s |||| 0|eng d | ||
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_a10.1007/978-3-030-71270-9 _2doi |
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_a621.38 _223 |
| 100 | 1 |
_aGupta, Pramod. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _949202 |
|
| 245 | 1 | 0 |
_aIntroduction to Machine Learning in the Cloud with Python _h[electronic resource] : _bConcepts and Practices / _cby Pramod Gupta, Naresh K. Sehgal. |
| 250 | _a1st ed. 2021. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021. |
|
| 300 |
_aXIX, 284 p. 158 illus., 146 illus. in color. _bonline resource. |
||
| 336 |
_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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| 505 | 0 | _aIntroduction to Machine Learning -- Foundations of Machine Learning -- Deep Learning and cloud computing -- Cloud Computing Concepts -- Practical Aspects in Machine Learning -- Artificial Intelligence and Information Security -- Examples of Analytics in the Cloud -- A case study of Data Collection and Analytics in the Cloud -- Future trends in Hardware based AI and ML. | |
| 520 | _aThis book provides an introduction to machine learning and cloud computing, both from conceptual and practical levels, along with their usage with a Public Cloud infrastructure. The authors emphasize fundamentals and best practices for using AI and ML in a dynamic infrastructure with cloud computing and security considerations, preparing readers to select and make use of appropriate techniques. Important topics are demonstrated using real applications and several case studies. Provides broad coverage of AI, Machine Learning and Cloud Computing; Uses real examples and case studies to demonstrate key topics; Demonstrates concepts, as well as practical usage. | ||
| 650 | 0 |
_aCooperating objects (Computer systems). _96195 |
|
| 650 | 0 |
_aMachine learning. _91831 |
|
| 650 | 0 |
_aCloud Computing. _94659 |
|
| 650 | 1 | 4 |
_aCyber-Physical Systems. _932475 |
| 650 | 2 | 4 |
_aMachine Learning. _91831 |
| 650 | 2 | 4 |
_aCloud Computing. _94659 |
| 700 | 1 |
_aSehgal, Naresh K. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _949203 |
|
| 710 | 2 |
_aSpringerLink (Online service) _949204 |
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| 773 | 0 | _tSpringer Nature eBook | |
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_iPrinted edition: _z9783030712693 |
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_iPrinted edition: _z9783030712716 |
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_iPrinted edition: _z9783030712723 |
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-71270-9 |
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