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Statistical learning with math and R...
~
Suzuki, Joe.
Statistical learning with math and R :100 exercises for building logic /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Statistical learning with math and R :Joe Suzuki.
其他題名:
100 exercises for building logic /
作者:
Suzuki, Joe.
出版者:
Singapore :Springer Nature Singapore,c2020.
面頁冊數:
xi, 217 p. :ill. (some col.) ;24 cm.
附註:
Includes index.
標題:
Artificial intelligence.
ISBN:
9789811575679 (pbk.) :
Statistical learning with math and R :100 exercises for building logic /
Suzuki, Joe.
Statistical learning with math and R :
100 exercises for building logic /Joe Suzuki. - Singapore :Springer Nature Singapore,c2020. - xi, 217 p. :ill. (some col.) ;24 cm.
Includes index.
Chapter 1: Linear Algebra -- Chapter 2: Linear Regression -- Chapter 3: Classification -- Chapter 4: Resampling -- Chapter 5: Information Criteria -- Chapter 6: Regularization -- Chapter 7: Nonlinear Regression -- Chapter 8: Decision Trees -- Chapter 9: Support Vector Machine -- Chapter 10: Unsupervised Learning.
ISBN: 9789811575679 (pbk.) :NT$1042Subjects--Topical Terms:
194058
Artificial intelligence.
LC Class. No.: Q335 / .S898 2020
Dewey Class. No.: 006.3
Statistical learning with math and R :100 exercises for building logic /
LDR
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100 exercises for building logic /
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Joe Suzuki.
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Chapter 1: Linear Algebra -- Chapter 2: Linear Regression -- Chapter 3: Classification -- Chapter 4: Resampling -- Chapter 5: Information Criteria -- Chapter 6: Regularization -- Chapter 7: Nonlinear Regression -- Chapter 8: Decision Trees -- Chapter 9: Support Vector Machine -- Chapter 10: Unsupervised Learning.
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188639
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