Data science from scratch : (Record no. 28232)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01842cam a22003615i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 21347569 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-ScBUE |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200304151653.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 191230s2019 cc a f b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781492041139 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)on1060198620 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | YDX |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | YDX |
| Modifying agency | BDX |
| -- | OCLCQ |
| -- | BYV |
| -- | OCP |
| -- | CLE |
| -- | JRZ |
| -- | OCLCF |
| -- | TVG |
| -- | VU@ |
| -- | YDXIT |
| -- | HF9 |
| -- | DLC |
| -- | EG-ScBUE |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.7565 |
| Item number | GRU |
| Edition number | 22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Grus, Joel |
| Titles and other words associated with a name | (Software engineer), |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Data science from scratch : |
| Remainder of title | first principles with Python / |
| Statement of responsibility, etc | Joel Grus. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Second edition. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Beijing ; |
| -- | Sebastopol, CA |
| Name of publisher, distributor, etc | O'Reilly Media, |
| Date of publication, distribution, etc | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvii, 384 pages : |
| Other physical details | illustrations ; |
| Dimensions | 24 cm |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Media type code | n |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Carrier type code | nc |
| Source | rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction -- A crash course in Python -- Visualizing data -- Linear algebra -- Statistics -- Probability -- Hypothesis and inference -- Gradient descent -- Getting data -- Working with data -- Machine learning -- k-Nearest neighbors -- Naive bayes -- Simple linear regression -- Multiple regression -- Logistic regression -- Decision trees -- Neural networks -- Deep learning -- Clustering -- Natural language processing -- Network analysis -- Recommender systems -- Databases and SQL -- MapReduce -- Data ethics -- Go forth and do data science. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Python (Computer program language) |
| Source of heading or term | BUEsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Database management. |
| Source of heading or term | BUEsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data structures (Computer science) |
| Source of heading or term | BUEsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining. |
| Source of heading or term | BUEsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining |
| General subdivision | Mathematics. |
| Source of heading or term | BUEsh |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Resource For college | Informatics and Computer Science |
| Arrived date list | March2020 |
| 655 ## - INDEX TERM--GENRE/FORM | |
| Form subdivision | Text book |
| 9 (RLIN) | 33728 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book - Borrowing |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Total Renewals | Date checked out | Checked out |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Baccah | Central Library | Central Library | Lower Floor | 04/03/2020 | Purchase | 005.7565 GRU | 000048876 | 15/07/2025 | 04/03/2020 | NB - Book (Non borrowing) | ||||||||
| Dewey Decimal Classification | Baccah | Central Library | Central Library | Lower Floor | 04/03/2020 | Purchase | 005.7565 GRU | 000048877 | 15/07/2025 | 04/03/2020 | NB - Book (Non borrowing) | ||||||||
| Dewey Decimal Classification | Baccah | Central Library | Central Library | Lower Floor | 04/03/2020 | Purchase | 3 | 005.7565 GRU | 000048878 | 03/06/2026 | 04/03/2020 | Book - Borrowing | 57 | 15/05/2025 | |||||
| Dewey Decimal Classification | Baccah | Central Library | Central Library | Lower Floor | 04/03/2020 | Purchase | 2 | 005.7565 GRU | 000048879 | 15/07/2025 | 04/03/2020 | Book - Borrowing | 15 | 05/11/2024 | |||||
| Dewey Decimal Classification | Baccah | Central Library | Central Library | Lower Floor | 04/03/2020 | Purchase | 1 | 005.7565 GRU | 000048880 | 17/11/2020 | 04/03/2020 | Book - Borrowing | 3 | 17/11/2020 | 10/10/2023 |