| LEADER | 02448cam a2200457 i 4500 | ||
|---|---|---|---|
| 001 | in00006076301 | ||
| 006 | m o d | ||
| 007 | cr unu|||||||| | ||
| 008 | 190313s2018 caua ob 001 0 eng d | ||
| 005 | 20220713131657.7 | ||
| 035 | |a 1WRLDSHRon1089811256 | ||
| 040 | |a UMI |b eng |e rda |e pn |c UMI |d UMI |d OCLCF |d OCLCQ |d OCLCO | ||
| 020 | |z 9781491953242 | ||
| 035 | |a (OCoLC)1089811256 | ||
| 037 | |a CL0501000033 |b Safari Books Online | ||
| 050 | 4 | |a Q325.5 | |
| 049 | |a TXMM | ||
| 100 | 1 | |a Zheng, Alice, |e author. | |
| 245 | 1 | 0 | |a Feature engineering for machine learning : |b principles and techniques for data scientists / |c Alice Zheng and Amanda Casari. |
| 250 | |a First edition. | ||
| 264 | 1 | |a Sebastopol, CA : |b O'Reilly Media, |c 2018. | |
| 264 | 4 | |c ©2018 | |
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | 0 | |a Online resource; title from title page (Safari, viewed March 11, 2019). | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a The machine learning pipeline -- Fancy tricks with simple numbers -- Text data : flattening, filtering, and chunking -- The effects of feature scaling : from bag-of-words to Tf-Idf -- Categorical variables : counting eggs in the age of robotic chickens -- Dimensionality reduction : squashing the data pancake with PCA -- Nonlinear featurization via K-means model stacking -- Automating the featurizer : image feature extraction and deep learning -- Back to the feature : building an academic paper recommender -- Linear modeling and linear algebra basics. | |
| 590 | |a O'Reilly Online Learning Platform: Academic Edition (SAML SSO Access) | ||
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Data mining. | |
| 700 | 1 | |a Casari, Amanda, |e author. | |
| 730 | 0 | |a WORLDSHARE SUB RECORDS | |
| 856 | 4 | 0 | |u https://go.oreilly.com/middle-tennessee-state-university/library/view/-/9781491953235/?ar |z CONNECT |3 O'Reilly |t 0 |
| 949 | |a ho0 | ||
| 994 | |a 92 |b TXM | ||
| 998 | |a wi |d z | ||
| 999 | f | f | |s 9c6fb0f7-d055-4eba-af6d-d6738871942c |i 572de55a-8b39-4fa3-a8e4-225929a7137b |t 0 |
| 952 | f | f | |a Middle Tennessee State University |b Main |c James E. Walker Library |d Electronic Resources |t 0 |e Q325.5 |h Library of Congress classification |
| 856 | 4 | 0 | |3 O'Reilly |t 0 |u https://go.oreilly.com/middle-tennessee-state-university/library/view/-/9781491953235/?ar |z CONNECT |
