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| 001 | 1404054997 | ||
| 003 | OCoLC | ||
| 005 | 20250130162718.0 | ||
| 006 | m o d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 231018t20242024nju o 000 0 eng d | ||
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| 035 | _a(OCoLC)1404054997 | ||
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_aYDX _beng _erda _cYDX _dORMDA _dYDX _dOCLCF _dOCLCO |
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| 050 | 4 |
_aTA345.5.M42 _bA46 2024 |
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| 100 | 1 |
_aAl-Malah, Kamal I. M., _0https://id.loc.gov/authorities/names/n2013032870 _eauthor |
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| 245 | 1 | 0 |
_aMachine and deep learning using MATLAB : _balgorithms and tools for scientists and engineers / _cKamal I. M. Al-Malah |
| 264 | 1 |
_aHoboken, NJ : _bJohn Wiley & Sons, Inc., _c2024 |
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| 264 | 4 | _c©2024 | |
| 300 | _a1 online resource | ||
| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 340 |
_gpolychrome _2rdacc _0http://rdaregistry.info/termList/RDAColourContent/1003 |
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| 520 | _aMACHINE AND DEEP LEARNING In-depth resource covering machine and deep learning methods using MATLAB tools and algorithms, providing insights and algorithmic decision-making processes Machine and Deep Learning Using MATLAB introduces early career professionals to the power of MATLAB to explore machine and deep learning applications by explaining the relevant MATLAB tool or app and how it is used for a given method or a collection of methods. Its properties, in terms of input and output arguments, are explained, the limitations or applicability is indicated via an accompanied text or a table, and a complete running example is shown with all needed MATLAB command prompt code. The text also presents the results, in the form of figures or tables, in parallel with the given MATLAB code, and the MATLAB written code can be later used as a template for trying to solve new cases or datasets. Throughout, the text features worked examples in each chapter for self-study with an accompanying website providing solutions and coding samples. Highlighted notes draw the attention of the user to critical points or issues. Readers will also find information on: Numeric data acquisition and analysis in the form of applying computational algorithms to predict the numeric data patterns (clustering or unsupervised learning) Relationships between predictors and response variable (supervised), categorically sub-divided into classification (discrete response) and regression (continuous response) Image acquisition and analysis in the form of applying one of neural networks, and estimating net accuracy, net loss, and/or RMSE for the successive training, validation, and testing steps Retraining and creation for image labeling, object identification, regression classification, and text recognition Machine and Deep Learning Using MATLAB is a useful and highly comprehensive resource on the subject for professionals, advanced students, and researchers who have some familiarity with MATLAB and are situated in engineering and scientific fields, who wish to gain mastery over the software and its numerous applications | ||
| 506 | _aAvailable to OhioLINK libraries | ||
| 650 | 0 |
_aMachine learning. _0https://id.loc.gov/authorities/subjects/sh85079324 _9738 |
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| 650 | 0 |
_aNumerical analysis _xData processing. _0https://id.loc.gov/authorities/subjects/sh2008108514 _92439 |
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| 650 | 0 |
_aComputer programming. _0https://id.loc.gov/authorities/subjects/sh85107310 _9364 |
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| 650 | 0 |
_aNumerical analysis _xComputer programs. _0https://id.loc.gov/authorities/subjects/sh85093239 _923630 |
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| 630 | 0 | 0 |
_aMATLAB. _0https://id.loc.gov/authorities/names/n92036881 _95667 |
| 710 | 2 |
_aOhio Library and Information Network. _0https://id.loc.gov/authorities/names/no95058981 |
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| 776 | 0 | 8 |
_iPrint version: _z1394209088 _z9781394209088 _w(OCoLC)1374815009 |
| 856 | 4 | 0 |
_3OhioLINK _zConnect to resource _uhttps://rave.ohiolink.edu/ebooks/ebc2/9781394209118 |
| 856 | 4 | 0 |
_3Wiley Online Library _zConnect to resource _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781394209118 |
| 856 | 4 | 0 |
_3Wiley Online Library _zConnect to resource (off-campus) _uhttps://go.ohiolink.edu/goto?url=https://onlinelibrary.wiley.com/doi/book/10.1002/9781394209118 |
| 856 | 4 | 0 |
_3O'Reilly _zConnect to resource _uhttps://learning.oreilly.com/library/view/~/9781394209088/?ar |
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