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00000cam c2200205 k 4500
000001504886
20230223145039
ta
230223s2021 us a b 001a0 eng
▼a 9781119741749
▼c $40
▼a 211047
▼c 211047
▼d 211047
▼a 006.312
▼b G98b
▼a Gutman, Alex J.
▼a Becoming a data head :
▼b how to think, speak, and understand data science, statistics, and machine learning /
▼d Alex J. Gutman,
▼e Jordan Goldmeier.
▼a Data head
▼a Indianapolis, Indiana:
▼b Wiley,
▼c 2021.
▼a xl, 226 p. :
▼b ill. ;
▼c 23 cm.
▼a "Published simultaneously in Canada"--T. p. verso.
▼a Includes bibliographical references and index.
▼a Thinking like a data head. What is the problem? ; What is data? ; Prepare to think statistically -- Speaking like a data head. Argue with the data ; Explore the data ; Examine the probabilities ; Challenge the statistics -- Understanding the data scientist's toolbox. Search for hidden groups ; Understand the regression model ; Understand the classification model ; Understand the text analytics ; Conceptualize deep learning -- Ensuring success. Watch out for pitfalls ; Know the people and personalities ; What's next?
▼a Data mining.
▼a Machine learning.
▼a Goldmeier, Jordan
▼a 자료수집담당
▼b 자료수집담당
▼a 단행본
| 자료유형 : | 단행본 |
|---|---|
| ISBN : | 9781119741749 |
| 분류기호 : | 006.312 |
| 개인저자 : | Gutman, Alex J. |
| 서명/저자사항 : | Becoming a data head : how to think, speak, and understand data science, statistics, and machine learning / Alex J. Gutman, Jordan Goldmeier. |
| 발행사항 : | Indianapolis, Indiana: Wiley, 2021. |
| 형태사항 : | xl, 226 p. : ill. ; 23 cm. |
| 일반주기 : | "Published simultaneously in Canada"--T. p. verso. |
| 서지주기 : | Includes bibliographical references and index. |
| 내용주기 : | Thinking like a data head. What is the problem? ; What is data? ; Prepare to think statistically -- Speaking like a data head. Argue with the data ; Explore the data ; Examine the probabilities ; Challenge the statistics -- Understanding the data scientist's toolbox. Search for hidden groups ; Understand the regression model ; Understand the classification model ; Understand the text analytics ; Conceptualize deep learning -- Ensuring success. Watch out for pitfalls ; Know the people and personalities ; What's next? |
| 일반주제명 : | Data mining. -- |
| 일반주제명 : | Machine learning. -- |
| 개인저자 : | Goldmeier, Jordan |
| 언어 | 영어 |
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