¾÷¾¹¾Ç²ß | ¨Ï¥ÎPython¶i¦æ¹w´ú¤ÀªRªº°ò¥»§Þ³N ( ÁcÅé ¦r) |
§@ªÌ¡GMichael Bowles | Ãþ§O¡G1. -> µ{¦¡³]p -> Python ¡@¡@¡@2. -> µ{¦¡³]p -> ¾÷¾¹¾Ç²ß |
ĶªÌ¡G¿à¦z¥Á |
¥Xª©ªÀ¡GùÖ®p¥Xª© | 3dWoo®Ñ¸¹¡G 45221 ¸ß°Ý®ÑÄy½Ð»¡¥X¦¹®Ñ¸¹¡I¡i¯Ê®Ñ¡j ¡i¤£±µ¨üqÁÊ¡j |
¥Xª©¤é¡G9/9/2016 |
¶¼Æ¡G363 |
¥úºÐ¼Æ¡G0 |
|
¯¸ªø±ÀÂË¡G |
¦L¨ê¡G¶Â¥Õ¦L¨ê | »y¨t¡G ( ÁcÅé ª© ) |
|
¡i¤£±µ¨üqÁÊ¡j |
ISBN¡G9789864761388 |
§@ªÌ§Ç¡@|¡@ĶªÌ§Ç¡@|¡@«e¨¥¡@|¡@¤º®e²¤¶¡@|¡@¥Ø¿ý¡@|¡@§Ç |
(²Åé®Ñ¤W©Òz¤§¤U¸ü³sµ²¯Ó®É¶O¥\, ®¤¤£¾A¥Î¦b¥xÆW, YŪªÌ»Ýn½Ð¦Û¦æ¹Á¸Õ, ®¤¤£«OÃÒ) |
§@ªÌ§Ç¡G |
ĶªÌ§Ç¡G |
«e¨¥¡G |
¤º®e²¤¶¡G½u¤W¤U¸ü¤º®e ¥H²³æ¦³®Ä²vªº¤è¦¡¤ÀªR¸ê®Æ»P¹w´úµ²ªG¾÷¾¹¾Ç²ßªº¥Øªº¬O¹w´ú¡A¨Ï¥Î§A¤w¸gª¾¹Dªº¨Ó¹w´ú§A·Qnª¾¹Dªº¡X®Ú¾Ú³o¨âªÌ¤§¶¡ªº¾ú¥vÃö«Y¡C¥¦ªº®Ö¤ß¬O¤@ºØ¼Æ¾Ç / ºtºâªk§Þ³N¡A§A»Ýn²`¤JÁA¸Ñ¼Æ¾Ç»P²Îp¾Ç·§©À¡A¨Ã¼ô±x R »P¨ä¥L±M¥Î»y¨¥¡C¥»®Ñ¬°¼s¤jªºÅªªÌ²¤Æ¾÷¾¹¾Ç²ß§Þ³N¡A§âµJÂI©ñ¦b¨âºØ¥i¥H¦³®Ä¦a¹w´úµ²ªGªººtºâªk±Ú¸s¡A§i¶D§A¦p¦ó³z¹L¼öªù¥B®e©ö¤W¤âªº Python µ{¦¡»y¨¥¨Ó¨Ï¥Î¥¦Ì¡C§@ªÌ Michael Bowles ¨ã³Æ¦h¦~ªº¾÷¾¹¾Ç²ß¸gÅç¡A±N±a»â§A³]p¡B«Øºc»P¨Ï¥Î¦Û¤vªº¾÷¾¹¾Ç²ß¸Ñ¨M¤è®×¡C¥L·|¥Î«Ü²³æªº¤è¦¡¨Ó¸ÑÄÀºtºâªk¡A¤£·|¨Ï¥Î½ÆÂøªº¼Æ¾Ç¡A¨Ã´£¨Ñ½d¨Òµ{¦¡¡A¨Ó¨ó§U§AºÉ¦¤W¤â¡C§A±N·|²`¤JÆp¬ã«Øºc¾÷¨î¡A¾Ç²ß¦p¦ó¿ï¾Ü»P¨Ï¥Î³Ì¯à°÷¸Ñ¨M¤â¤W°ÝÃDªººtºâªk¡AµL½×§Aªº°ÝÃD²³æ©Î½ÆÂø¡C³o¥»®Ñ·|³z¹L¸Ô²Óªº½d¨Ò¡A¥H¨ãÅé¡B¥iק諸µ{¦¡¨Ó»¡©ú¾÷¨î¡A¨Ã»¡©ú½u©Ê°jÂk»P¾ãÅé¤èªk¡A¨ó§U§AÁA¸Ñ¾÷¾¹¾Ç²ßªº°ò¦¤u§@µ{§Ç¡C³o¨Ç¤èªk³£«Ü¦³®Ä²v¡A¦Ó¥B¸g¹L´ú¸Õ¡A¥¦Ìªºµ²ªG¥i»¡©ú¤@¤Á¡C¥»®Ñ¤£»Ýn§A¨ã³Æ±M·~ªº¼Æ¾Ç©Î²Îp¾ÇI´º¡A±N·|§i¶D§A¦p¦ó¡G?¿ï¾Ü¥¿½Tªººtºâªk¨Ó§¹¦¨§Aªº¤u§@ ?¾Ç²ß¾÷¨î»P·Ç³Æ¸ê®Æ?´x´¤®Ö¤ßªº Python ¾÷¾¹¾Ç²ß®M¥ó ?«Øºc¦h¥\¯à¡B¦³®Äªº¹w´ú¼Ò«¬?±N°V½m¦nªº¼Ò«¬¹ê»ÚÀ³¥Î¦b¦UºØ¥Î³~?pºâ¼Ò«¬®Ä¯à¡A¥H¨ú±o§ó¦nªº QC »PÀ³¥Î?¨Ï¥Î®Ñ¤¤ªº½d¨Òµ{¦¡¨Ó³]p»P«Øºc§A¦Û¤vªº¼Ò«¬ |
¥Ø¿ý¡G²¤¶
Chapter 1 ¶i¦æ¹w´úªº¨âºØ°ò¥»ºtºâªk ¬°¤°»ò³o¨âºØºtºâªk³o»ò¦n¥Î¡H ¤°»ò¬OÃg»@°jÂk¤èªk¡H ¤°»ò¬O¾ãÅé¤èªk¡H ¦p¦ó¿ï¾Üºtºâªk «Øºc¹w´ú¼Ò«¬ªº¨BÆJ ³¹¸`ªº¤º®e»P©¼¦¹ªºÃö«Y Á`µ²
Chapter 2 ÂÇ¥ÑÁA¸Ñ¸ê®Æ¨ÓÁA¸Ñ°ÝÃD åªR·s°ÝÃD ¤ÀÃþ°ÝÃD¡G¨Ï¥ÎÁn¯Ç¨Ó°»´ú¥¼Ãz¤ô¹p ±N¡§ÅÉ¥Û»P¤ô¹p¡¨¸ê®Æ¶°ªºÄݩʵøı¤Æ ¨Ï¥Î¦]¯ÀÅܼƨӰµ¹êȹw´ú¡G§AªºÀj³½¦h¤j¤F¡H ¨Ï¥Î¹êÈÄݩʨӰµ¹êȹw´ú¡Gºâ¥X°sªº¤f·P ¦hÃþ§O¤ÀÃþ°ÝÃD¡G¨º¬Oþ¤@ºØ¬Á¼þ¡H Á`µ²
Chapter 3 «Øºc¹w´ú¼Ò«¬¡G¦b®Ä¯à¡B½ÆÂø«×»P¥¨¶q¸ê®Æ¤§¶¡¨ú±o¥¿Å °ò¥»°ÝÃD¡GÁA¸Ñ¨ç¼Æ¹Gªñ ¼vÅTºtºâªk¿ï¾Ü»P®Ä¯àªº¦]¯À¡X½ÆÂø©Ê»P¸ê®Æ µû¶q¹w´ú¼Ò«¬ªº®Ä¯à Åý¼Ò«¬»P¸ê®Æ©M¿Ó¦@¦s Á`µ²
Chapter 4 Ãg»@½u©Ê°jÂk ¬°¤°»òÃg»@½u©Ê°jÂk«Ü¦n¥Î Ãg»@½u©Ê°jÂk¡G³Ì¨Î®Ä¯àªº¤@¯ë½u©Ê°jÂk ¸Ñ¨MÃg»@½u©Ê°jÂk°ÝÃD ¨Ï¥Î¿éÈ¿é¤J¨Ó©µ¦ù½u©Ê°jÂk Á`µ²
Chapter 5 ¨Ï¥ÎÃg»@½u©Ê¤èªk¨Ó«Øºc¹w´ú¼Ò«¬ Python ªºÃg»@½u©Ê°jÂk®M¥ó ¦hÅܼưjÂk¡G¹w´ú°s¨ý ¤G¤¸¤ÀÃþ¡G¨Ï¥ÎÃg»@½u©Ê°jÂk¨Ó°»´ú¥¼Ãz¤ô¹p ¦hÃþ§O¤ÀÃþ¡G¤ÀÃþ¥Ç¸o²{³õªº¬Á¼þ¼Ë¥» Á`µ² Chapter 6 ¾ãÅé¤èªk ¤G¤¸¨Mµ¦¾ð Bootstrap Aggregation :¡§Bagging¡¨ Gradient Boosting Random Forest Á`µ²
Chapter 7 ¨Ï¥Î Python ¨Ó«Øºc¾ãÅé¼Ò«¬ ¨Ï¥Î Python ¾ãÅé®M¥ó¨Ó³B²z°jÂk°ÝÃD ½s¼g Bagging ¨Ó¹w´ú°sªº«~½è ¦b Python ¾ãÅé¼Ò«¬¤¤¡A¨Ï¥Î«D¼ÆÈÄÝ©Ê ¨Ï¥Î Python ¾ãÅé¤èªk¨Ó³B²z¤G¤¸¤ÀÃþ°ÝÃD ¨Ï¥Î Python ¾ãÅé¤èªk¨Ó³B²z¦hÃþ§O¤ÀÃþ°ÝÃD ºtºâªk¤ñ¸û Á`µ²
¯Á¤Þ |
§Ç¡G |