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Learning from data : a short course

Learning from data : a short course (Loan 9 times)

Material type
단행본
Personal Author
Abu-Mostafa, Yaser S., 1957-. Magdon-Ismail, Malik. Lin, Hsuan-Tien.
Title Statement
Learning from data : a short course / Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin.
Publication, Distribution, etc
[United States] :   AMLBook.com,   c2012.  
Physical Medium
xii, 201 p. : ill. (chiefly col.) ; 26 cm.
ISBN
1600490069 9781600490064
Content Notes
1. The learning problem -- 2. Training versus testing -- 3. The linear model -- 4. Overfitting -- 5. Three learning principles.
Bibliography, Etc. Note
Includes bibliographical references (p. 183-186) and index.
Subject Added Entry-Topical Term
Machine learning --Textbooks.
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008 150521s2012 xxua b 001 0 eng d
020 ▼a 1600490069
020 ▼a 9781600490064
035 ▼a (KERIS)REF000017309919
040 ▼a YDXCP ▼b eng ▼c YDXCP ▼d CIT ▼d MUU ▼d OCLCQ ▼d IWA ▼d OSU ▼d 211009
042 ▼a pcc
050 4 ▼a Q325.5 ▼b .A28 2012
082 0 4 ▼a 006.31 ▼2 23
084 ▼a 006.31 ▼2 DDCK
090 ▼a 006.31 ▼b A165L
100 1 ▼a Abu-Mostafa, Yaser S., ▼d 1957-.
245 1 0 ▼a Learning from data : ▼b a short course / ▼c Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin.
260 ▼a [United States] : ▼b AMLBook.com, ▼c c2012.
300 ▼a xii, 201 p. : ▼b ill. (chiefly col.) ; ▼c 26 cm.
504 ▼a Includes bibliographical references (p. 183-186) and index.
505 0 0 ▼g 1. ▼t The learning problem -- ▼g 2. ▼t Training versus testing -- ▼g 3. ▼t The linear model -- ▼g 4. ▼t Overfitting -- ▼g 5. ▼t Three learning principles.
650 0 ▼a Machine learning ▼x Textbooks.
700 1 ▼a Magdon-Ismail, Malik.
700 1 ▼a Lin, Hsuan-Tien.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 006.31 A165L Accession No. 111736588 Availability Available Due Date Make a Reservation Service B M

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