01454 am a2200349Ia 4500 28501 28472 ocn781938256 EG-ScBUE 20200718153626.0 120328t2012 xxua f b 001 0 eng d 9781600490064 1600490069 (OCoLC)ocn781938256 (OCoLC)781938256 YDXCP eng rda YDXCP CIT MUU OCLCQ IWA EG-ScBUE 006.31 ABU 22 Abu-Mostafa, Yaser S., 1957- author. Learning from data : a short course / Yaser S. Abu-Mostafa, California Institute of Technology, Malik Magdon-Ismail, Rensselaer Polytechnic Institute, Hsuan-Tien Lin, National Taiwan University. [United States] : AML Book, [2012] c2012 xii, 201 pages : illustrations (chiefly color) ; 26 cm rdacontent text txt rdamedia unmediated n rdacarrier volume nc Includes bibliographical references and index. 1. The learning problem -- 2. Training versus testing -- 3. The linear model -- 4. Overfitting -- 5. Three learning principles -- Epilogue -- Further reading -- Appendix : Proof of the VC bound -- Notation. Machine learning. BUEsh COMSCI July2020 Reading book 34232 Magdon-Ismail, Malik, author. Lin, Hsuan-Tien, author. ddc BB 0 0 ddc 0 0 Baccah MAIN MAIN LOW 2020-07-18 Purchase 1200.00 0 006.31 ABU 000049416 2025-07-15 00:00:00 1500.00 2020-07-18 BB