Data science from scratch: first principles with Python/ (Record no. 198785)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01190 a2200217 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781492041139 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352138326 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.7565 |
| Item number | GRU/D |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Grus, Joel |
| 245 ## - TITLE STATEMENT | |
| Title | Data science from scratch: first principles with Python/ |
| Statement of responsibility, etc. | Joel Grus |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Kolkata: |
| Name of publisher, distributor, etc. | Shroff Publishers, |
| Date of publication, distribution, etc. | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvii, 384 p. : |
| Other physical details | ill. ; |
| Dimensions | 24 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction --<br/>A crash course in Python --<br/>Visualizing data --<br/>Linear algebra --<br/>Statistics --<br/>Probability --<br/>Hypothesis and inference --<br/>Gradient descent --<br/>Getting data --<br/>Working with data --<br/>Machine learning --<br/>k-Nearest neighbors --<br/>Naive bayes --<br/>Simple linear regression --<br/>Multiple regression --<br/>Logistic regression --<br/>Decision trees --<br/>Neural networks --<br/>Deep learning --<br/>Clustering --<br/>Natural language processing --<br/>Network analysis --<br/>Recommender systems --<br/>Databases and SQL --<br/>MapReduce --<br/>Data ethics --<br/>Go forth and do data science. |
| 650 ## - SUBJECT | |
| Keyword | Python (Computer program language) |
| 650 ## - SUBJECT | |
| Keyword | Data structures (Computer science) |
| 650 ## - SUBJECT | |
| Keyword | Database management |
| 650 ## - SUBJECT | |
| Keyword | Data mining |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | General Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Accession number | Date last seen | Date last checked out | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 06/02/2020 | 800.00 | 005.7565 GRU/D | 48051 | 16/05/2024 | 01/04/2024 | General Books |