Data science on the google cloud platform : (Record no. 24329)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02384nam a2200373 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 966394369 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IIITD |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20180418115310.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 161216s2017 caua 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352136766 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)966394369 |
| Canceled/invalid control number | (OCoLC)966609024 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | YDX |
| Language of cataloging | eng |
| Transcribing agency | YDX |
| Modifying agency | BDX |
| -- | BTCTA |
| -- | GK8 |
| -- | SFR |
| -- | CLE |
| -- | NYP |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | NYPP |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA76.54 |
| Item number | .L35 2018 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 004.33 |
| Edition number | 23 |
| Item number | LAK-D |
| 091 ## - MICROFILM SHELF LOCATION (AM) [OBSOLETE] | |
| Microfilm shelf location | 004.33 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Lakshmanan, Valliappa |
| 245 10 - TITLE STATEMENT | |
| Title | Data science on the google cloud platform : |
| Remainder of title | implementing end-to-end real-time data pipelines: from ingest to machine learning |
| Statement of responsibility, etc | Valliappa Lakshmanan. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | New Delhi : |
| Name of publisher, distributor, etc | O'Reilly, |
| Date of publication, distribution, etc | ©2018. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiv, 391 p. : |
| Other physical details | ill. ; |
| Dimensions | 24 cm. |
| 500 ## - GENERAL NOTE | |
| General note | Includes index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of the book, you'll work through a sample business decision by employing a variety of data science approaches. Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science. You'll learn how to: Automate and schedule data ingest, using an App Engine application Create and populate a dashboard in Google Data Studio Build a real-time analysis pipeline to carry out streaming analytics Conduct interactive data exploration with Google BigQuery Create a Bayesian model on a Cloud Dataproc cluster Build a logistic regression machine-learning model with Spark Compute time-aggregate features with a Cloud Dataflow pipeline Create a high-performing prediction model with TensorFlow Use your deployed model as a microservice you can access from both batch and real-time pipelines. |
| 610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Google (Firm) |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Google Apps. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Real-time data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Cloud computing. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computing platforms. |
| 901 ## - LOCAL DATA ELEMENT A, LDA (RLIN) | |
| a | MARS |
| 901 ## - LOCAL DATA ELEMENT A, LDA (RLIN) | |
| a | nsn |
| b | CATBL |
| 908 #4 - PUT COMMAND PARAMETER (RLIN) | |
| Put command parameter | QA76.54 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| a | .b21374563x |
| 946 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| a | m |
| 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 | Bill No. | Bill Date | Cost, normal purchase price | PO No. | PO Date | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Vendor/Supplier | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Computer Science and Engineering | IIITD | IIITD | General Stacks | 18/04/2018 | TZ19581 | 2018-03-30 | 616.00 | IIITD/LIC/BS/2015/17/97 | 2018-03-27 | 004.33 LAK-D | 008726 | 25/07/2024 | 800.00 | 18/04/2018 | Techniz Books International | Books |