Machine learning : (Record no. 11796)

MARC details
000 -LEADER
fixed length control field 02576nam a22003497i 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250820113332.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250728s2025 flua fr 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781032676661
040 ## - CATALOGING SOURCE
Original cataloging agency EG-GaU‬‬
Transcribing agency EG-GaU‬‬
Modifying agency EG-GaU‬‬
Description conventions rda
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 23
Classification number 006.31
Item number A.B.M
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name R, Akshay B.,
Relator term author.
9 (RLIN) 63101
245 10 - TITLE STATEMENT
Title Machine learning :
Remainder of title a comprehensive beginner's guide /
Statement of responsibility, etc. Akshay B R, Sini Raj Pulari, T.S. Murugesh, Shriram K. Vasudevan.
250 ## - EDITION STATEMENT
Edition statement First edition.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Boca Raton, FL :
Name of producer, publisher, distributor, manufacturer CRC Press,
Date of production, publication, distribution, manufacture, or copyright notice 2025.
300 ## - PHYSICAL DESCRIPTION
Extent 248 pages :
Other physical details illustrations ;
Dimensions 24 cm.
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
Content type code txt
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
Media type code n
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term volume
Carrier type code nc
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes index.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Introduction: What is Machine Learning? -- 1. Exploring the Iris dataset -- 2. Heart failure prediction with oneAPI -- 3. Handling water quality dataset -- 4. Breast cancer classification with hybrid ML models -- 5. Flower recognition with Kaggle dataset and Gradio interface -- 6. Drug classification with hyperparameter tuning -- 7. Evaluating model performance: Metrics for diabetes prediction -- 8. Parkinson’s disease detection: Feature engineering and outlier analysis -- 9. Sonar mines vs. rock prediction using ensemble learning -- 10. Bankruptcy risk prediction -- 11. Hotel reservation prediction -- 12. Crop recommendation prediction -- 13. Brain tumor classification -- 14. EDA and classification on wine quality dataset with oneAPI -- 15. Cats vs. Dogs classification using deep learning models optimized with oneAPI -- 16. Placement predictions with outlier removal -- 17. Mushroom classification with oneAPI -- 18. Kidney disease prediction with oneAPI -- 19. Multiclass flower classification with ResNet and VGG16 using oneAPI -- 20. Twitter sentiment analysis with oneAPI and NLP.
520 ## - SUMMARY, ETC.
Summary, etc. A practical beginner's guide to machine learning using real-world datasets and modern tools like oneAPI, featuring 20 hands-on projects covering classification, prediction, NLP, deep learning, and performance evaluation techniques.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning.
9 (RLIN) 62028
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence
General subdivision Data processing.
9 (RLIN) 62394
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Algorithms
General subdivision Data analysis.
9 (RLIN) 62395
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Deep learning (Machine learning).
9 (RLIN) 60437
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
9 (RLIN) 60499
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Pulari, Sini Raj,
Relator term author.
9 (RLIN) 62396
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Murugesh, T. S,
Relator term author.
9 (RLIN) 62397
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Vasudevan, Shriram K,
Relator term author.
9 (RLIN) 61975
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
    Dewey Decimal Classification     Media and mass communication Library Media and mass communication Library C1 08/19/2025   006.31 R.A.M MA0002537 08/19/2025 C.1 08/19/2025 Books