Guide to intelligent data science: how to intelligently make use of real data (Record no. 2638)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01830nam a22002657a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220629131359.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220629b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783030455736 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | BER |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Berthold, Michael R. |
| 245 ## - TITLE STATEMENT | |
| Title | Guide to intelligent data science: how to intelligently make use of real data |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | Springer |
| Place of publication, distribution, etc. | Switzerland |
| Date of publication, distribution, etc. | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiii, 420 p. |
| 365 ## - TRADE PRICE | |
| Price type code | EURO |
| Price amount | 79.99 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | About this book<br/>Making use of data is not anymore a niche project but central to almost every project. With access to massive compute resources and vast amounts of data, it seems at least in principle possible to solve any problem. However, successful data science projects result from the intelligent application of: human intuition in combination with computational power; sound background knowledge with computer-aided modelling; and critical reflection of the obtained insights and results.<br/><br/>Substantially updating the previous edition, then entitled Guide to Intelligent Data Analysis, this core textbook continues to provide a hands-on instructional approach to many data science techniques, and explains how these are used to solve real world problems. The work balances the practical aspects of applying and using data science techniques with the theoretical and algorithmic underpinnings from mathematics and statistics. Major updates on techniques and subject coverage (including deep learning) are included. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical statistics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematical statistics--Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big data |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Borgelt, Christian |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hoppner, Frank |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Klawonn, Frank |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | TB608 | 04-06-2022 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 06/29/2022 | Technical Bureau India Pvt. Ltd. | 4523.03 | 519.5 BER | 002496 | 06/29/2022 | 1 | 6879.14 | 06/29/2022 | Book |