{"id":111018,"date":"2021-11-01T14:27:45","date_gmt":"2021-11-01T07:27:45","guid":{"rendered":"https:\/\/tino.org\/?p=5485"},"modified":"2025-06-10T15:14:10","modified_gmt":"2025-06-10T08:14:10","slug":"nhung-cuon-sach-hay-ve-machine-learning","status":"publish","type":"post","link":"https:\/\/tino.vn\/blog\/nhung-cuon-sach-hay-ve-machine-learning\/","title":{"rendered":"Top 7 nh\u1eefng cu\u1ed1n s\u00e1ch hay v\u1ec1 Machine Learning x\u1ee9ng \u0111\u00e1ng \u201cg\u1ed1i \u0111\u1ea7u gi\u01b0\u1eddng\u201d d\u00e2n c\u00f4ng ngh\u1ec7"},"content":{"rendered":"\n

\u0110\u01b0\u1ee3c m\u1ec7nh danh l\u00e0 \u201cchi\u1ebfn binh v\u0129 \u0111\u1ea1i\u201d c\u1ee7a nh\u00e2n lo\u1ea1i, Machine Learning <\/a>\u0111\u00e3 t\u1ea1o ra c\u00fa h\u00edch l\u1edbn l\u00e0m thay \u0111\u1ed5i to\u00e0n b\u1ed9 c\u1ee5c di\u1ec7n c\u00f4ng ngh\u1ec7, khoa h\u1ecdc hi\u1ec7n \u0111\u1ea1i, bi\u1ebfn nh\u1eefng nh\u1eefng gi\u1ea5c m\u01a1 kh\u00f4ng t\u01b0\u1edfng c\u1ee7a con ng\u01b0\u1eddi tr\u1edf th\u00e0nh hi\u1ec7n th\u1ef1c. \u0110\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00e1c gi\u00e1 tr\u1ecb c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y, Tino Group s\u1ebd gi\u1edbi thi\u1ec7u \u0111\u1ebfn b\u1ea1n nh\u1eefng cu\u1ed1n s\u00e1ch hay nh\u1ea5t v\u1ec1 Machine Learning trong m\u1ecdi th\u1eddi \u0111\u1ea1i.<\/strong> <\/p>\n\n\n\n

<\/a>Gi\u1edbi thi\u1ec7u v\u1ec1 c\u00f4ng ngh\u1ec7 Machine Learning<\/strong><\/h2>\n\n\n\n

<\/a>Th\u1ebf n\u00e0o l\u00e0 Machine Learning?<\/strong><\/h3>\n\n\n\n

N\u1ebfu b\u1ea1n y\u00eau th\u00edch v\u00e0 \u0111ang theo \u0111u\u1ed5i l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/a> v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh, ch\u1eafc ch\u1eafn c\u1ee5m t\u1eeb \u201cMachine Learning\u201d \u0111\u00e3 qu\u00e1 quen thu\u1ed9c v\u1edbi b\u1ea1n. V\u00ec Machine Learning ch\u00ednh l\u00e0 m\u1ed9t trong nh\u1eefng domain \u201ccu\u1ed1n\u201d nh\u1ea5t trong l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh. <\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

\n C\u00f4ng ngh\u1ec7 n\u00e0y t\u1eadp trung v\u00e0o qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng d\u1eef li\u1ec7u v\u00e0 thu\u1eadt to\u00e1n \u0111\u1ec3 bi\u1ebfn m\u00e1y m\u00f3c tr\u1edf th\u00e0nh \u201cphi\u00ean b\u1ea3n\u201d m\u00f4 ph\u1ecfng h\u00e0nh \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi. Ch\u1eafc ch\u1eafn, nh\u1eefng s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n t\u1eeb Machine Learning s\u1ebd kh\u00f4ng linh ho\u1ea1t v\u00e0 gi\u1ed1ng con ng\u01b0\u1eddi 100%, nh\u01b0ng ch\u00fang v\u1eabn \u0111\u00f3ng g\u00f3p r\u1ea5t nhi\u1ec1u trong c\u00e1c l\u0129nh v\u1ef1c, ng\u00e0nh ngh\u1ec1 ph\u1ee5c v\u1ee5 con ng\u01b0\u1eddi.\n<\/p>\n\n\n\n

<\/a>T\u01b0\u01a1ng lai n\u00e0o d\u00e0nh cho Machine Learning?<\/strong><\/h3>\n\n\n\n

\n Hi\u1ec7n nay, h\u1ea7u h\u1ebft c\u00e1c doanh nghi\u1ec7p l\u1edbn \u0111\u1ec1u \u1ee9ng d\u1ee5ng Machine Learning nh\u01b0 m\u1ed9t \u201cng\u01b0\u1eddi \u0111\u1ed3ng h\u00e0nh\u201d t\u1ea5t y\u1ebfu. C\u00f4ng ngh\u1ec7 n\u00e0y gi\u00fap h\u1ecd gi\u1ea3i quy\u1ebft m\u1ecdi v\u1ea5n \u0111\u1ec1 trong ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t c\u0169ng nh\u01b0 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p m\u00ecnh.\n<\/p>\n\n\n\n

\n Trong t\u01b0\u01a1ng lai, khi n\u1ec1n v\u0103n minh lo\u00e0i ng\u01b0\u1eddi d\u1ea7n ng\u00e3 theo xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i s\u1ed1, c\u00f4ng ngh\u1ec7 Machine Learning \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd c\u00e0ng m\u1edf r\u1ed9ng \u201cl\u00e3nh th\u1ed5\u201d, c\u00f3 m\u1eb7t trong t\u1ea5t c\u1ea3 c\u00e1c ng\u00e0nh ngh\u1ec1, l\u0129nh v\u1ef1c.\n<\/p>\n\n\n\n

\n \u0110i\u1ec1u n\u00e0y cho th\u1ea5y \u0111\u00e2y ch\u00ednh l\u00e0 th\u1eddi \u0111i\u1ec3m th\u00edch h\u1ee3p \u0111\u1ec3 t\u00ecm hi\u1ec3u Machine Learning, nh\u1ea5t l\u00e0 nh\u1eefng b\u1ea1n c\u00f3 mong mu\u1ed1n \u0111\u01b0\u1ee3c d\u1ea5n th\u00e2n v\u00e0o l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh, t\u1ed1t nh\u1ea5t \u0111\u1ec3 kh\u00e1m ph\u00e1 \u201cs\u1ef1 l\u1ee3i h\u1ea1i\u201d c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u00f3 ch\u00ednh l\u00e0 \u0111\u1ecdc nhi\u1ec1u s\u00e1ch v\u1ec1 ch\u00fang.\n<\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

Nh\u1eefng cu\u1ed1n s\u00e1ch hay v\u1ec1 Machine Learning b\u00e1n ch\u1ea1y nh\u1ea5t m\u1ecdi th\u1eddi \u0111\u1ea1i<\/strong><\/h2>\n\n\n\n

<\/a>#1. The Hundred-Page Machine Learning Book<\/strong><\/h3>\n\n\n\n

\n B\u1ea1n c\u00f3 tin r\u1eb1ng to\u00e0n b\u1ed9 th\u00f4ng tin quan tr\u1ecdng v\u1ec1 c\u00f4ng ngh\u1ec7 Machine Learning ch\u1ec9 g\u00f3i g\u1ecdn trong v\u00e0i tr\u0103m trang gi\u1ea5y kh\u00f4ng? Quy\u1ec3n s\u00e1ch The Hundred-Page Machine Learning Book c\u1ee7a Andriy Burkov \u0111\u00e3 l\u00e0m \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3. \u201cT\u1ea5t t\u1ea7n t\u1eadt\u201d nh\u1eefng ki\u1ebfn th\u1ee9c tr\u1ecdng t\u00e2m, h\u1eefu \u00edch nh\u1ea5t v\u1ec1 Machine Learning \u0111\u01b0\u1ee3c t\u00e1c gi\u1ea3 ch\u1ea5p b\u00fat trong v\u1ecfn v\u1eb9n v\u00e0i tr\u0103m trang gi\u1ea5y.\n<\/p>\n\n\n\n

\n V\u0103n phong c\u1ee7a n\u1ed9i dung quy\u1ec3n s\u00e1ch \u0111\u01b0\u1ee3c mi\u00eau t\u1ea3 qua ba t\u00ednh t\u1eeb: \u0111\u01a1n gi\u1ea3n, x\u00fac t\u00edch, d\u1ec5 hi\u1ec3u. \u0110i\u1ec1u \u0111\u00e1ng ng\u1ea1c nhi\u00ean l\u00e0 sau khi quy\u1ec3n s\u00e1ch \u0111\u01b0\u1ee3c xu\u1ea5t b\u1ea3n \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 \u0111\u00f3n nh\u1eadn n\u1ed3ng nhi\u1ec7t t\u1eeb \u0111\u1ed9c gi\u1ea3. \u0110\u1eb7c bi\u1ec7t, nh\u1eefng nh\u00e0 l\u00e3nh \u0111\u1ea1o t\u00e0i ba nh\u01b0: gi\u00e1m \u0111\u1ed1c nghi\u00ean c\u1ee9u c\u1ee7a Google, Peter Norvig, Sujeet Varakhedi hay tr\u01b0\u1edfng b\u1ed9 ph\u1eadn k\u1ef9 thu\u1eadt c\u1ee7a eBay c\u0169ng r\u1ea5t h\u1ee9ng th\u00fa v\u1edbi t\u00e1c ph\u1ea9m n\u00e0y.\n<\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

\n Quy\u1ec3n s\u00e1ch n\u00e0y cung c\u1ea5p nh\u1eefng t\u00ednh n\u0103ng ph\u1ee9c t\u1ea1p c\u1ee7a h\u1ec7 th\u1ed1ng AI, nh\u1eefng c\u00e2u h\u1ecfi xoay quanh Machine Learning v\u00e0 ph\u01b0\u01a1ng ph\u00e1p kinh doanh d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 n\u00e0y d\u00e0nh cho doanh nghi\u1ec7p b\u1ea1n.\n<\/p>\n\n\n\n

\n M\u1eb7c d\u00f9 \u0111\u01b0\u1ee3c vi\u1ebft v\u1edbi phong c\u00e1ch d\u1ec5 hi\u1ec3u nh\u01b0ng quy\u1ec3n s\u00e1ch n\u00e0y ch\u01b0a th\u1eadt s\u1ef1 d\u00e0nh cho nh\u1eefng b\u1ea1n m\u1edbi b\u1eaft \u0111\u1ea7u t\u00ecm Machine Learning, v\u00ec nh\u1eefng ki\u1ebfn th\u1ee9c \u0111\u01b0\u1ee3c cung c\u1ea5p trong \u0111\u00e2y kh\u00e1 chuy\u00ean s\u00e2u v\u00e0 \u0111\u00f2i h\u1ecfi b\u1ea1n c\u1ea7n c\u00f3 m\u1ed9t n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 c\u00f4ng ngh\u1ec7.\n<\/p>\n\n\n\n

<\/a>#2. Machine Learning<\/strong><\/h3>\n\n\n\n

\n \u0110\u00e2y l\u00e0 quy\u1ec3n s\u00e1ch m\u00e0 ch\u1ee7 \u0111\u1ec1 th\u1ec3 hi\u1ec7n ngay trong t\u00ean. So v\u1edbi The Hundred-Page Machine Learning Book th\u00ec Machine Learning c\u1ee7a t\u00e1c gi\u1ea3 Tom M.Mitchell r\u1ea5t th\u00edch h\u1ee3p cho ng\u01b0\u1eddi v\u1eeba b\u1eaft \u0111\u1ea7u ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 Machine Learning.\n<\/p>\n\n\n\n

\n Quy\u1ec3n s\u00e1ch cung c\u1ea5p to\u00e0n b\u1ed9 c\u00e1c \u0111\u1ecbnh l\u00fd c\u01a1 b\u1ea3n v\u1ec1 Machine Learning v\u1edbi nh\u1eefng b\u1ea3n m\u00e3 gi\u1ea3 (m\u00f4 t\u1ea3 gi\u1ea3i thu\u1eadt l\u1eadp tr\u00ecnh m\u00e1y t\u00ednh) c\u1ee7a thu\u1eadt to\u00e1n. Ngo\u00e0i ra, b\u1ea1n s\u1ebd d\u1ec5 h\u00ecnh dung v\u1ec1 Machine Learning h\u01a1n qua nh\u1eefng v\u00ed d\u1ee5 v\u00e0 nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh \u0111\u01b0\u1ee3c t\u00e1c gi\u1ea3 cung c\u1ea5p.\n<\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

\n N\u1ebfu y\u00eau th\u00edch v\u00e0 mu\u1ed1n \u201cd\u1ea5n th\u00e2n\u201d v\u00e0o l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh, Machine Learning ch\u00ednh l\u00e0 quy\u1ec3n s\u00e1ch \u201cg\u1ed1i \u0111\u1ea7u gi\u01b0\u1eddng\u201d b\u1ea1n c\u1ea7n ph\u1ea3i c\u00f3. V\u1edbi n\u1ed9i dung h\u1ea5p d\u1eabn, c\u00e1ch di\u1ec5n gi\u1ea3i r\u00f5 r\u00e0ng, chi ti\u1ebft v\u1ec1 nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n nh\u1ea5t, quy\u1ec3n s\u00e1ch n\u00e0y x\u1ee9ng \u0111\u00e1ng l\u00e0 m\u1ed9t \u201c\u1ee9ng c\u1eed vi\u00ean\u201d xu\u1ea5t s\u1eafc trong c\u00e1c kh\u00f3a h\u1ecdc \u0111\u00e0o t\u1ea1o v\u1ec1 c\u00f4ng ngh\u1ec7 Machine Learning.\n<\/p>\n\n\n\n

<\/a>#3. Natural Language Processing with Python<\/strong><\/h3>\n\n\n\n

\n \u201cGi\u1ea3i m\u00e3\u201d ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean ch\u00ednh \u0111\u01b0\u1ee3c xem l\u00e0 \u201cx\u01b0\u01a1ng s\u1ed1ng\u201d c\u1ee7a c\u00f4ng ngh\u1ec7 Machine Learning. Bi\u1ebft \u0111\u01b0\u1ee3c \u00fd ngh\u0129a \u0111\u00f3, b\u1ed9 ba t\u00e1c gi\u1ea3 Steven Bird, Ewan Klei v\u00e0 Edward Lopez \u0111\u00e3 cho ra \u0111\u1eddi quy\u1ec3n s\u00e1ch \u201cth\u1ea7n th\u00e1nh\u201d mang t\u00ean Natural Language Processing with Python, t\u1ea1m d\u1ecbch l\u00e0: gi\u1ea3i quy\u1ebft ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean c\u00f9ng Python.\n<\/p>\n\n\n\n

V\u1edbi m\u1ed9t ch\u1ee7 \u0111\u1ec1 kh\u00e1 m\u1edbi l\u1ea1 nh\u01b0ng c\u1ef1c k\u1ef3 h\u1eefu \u00edch, Natural Language Processing with Python \u0111\u00e3 nhanh ch\u00f3ng chinh ph\u1ee5c kh\u00e1n gi\u1ea3 khi v\u1eeba ra m\u1eaft. Quy\u1ec3n s\u00e1ch cung c\u1ea5p nh\u1eefng th\u00f4ng tin v\u1ec1 m\u00e3 Python \u0111\u1ec3 vi\u1ebft ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh t\u01b0 duy (NLP: Neuro – Linguistic – Programming<\/strong>) m\u1ed9t c\u00e1ch chi ti\u1ebft v\u00e0 ch\u00ednh x\u00e1c nh\u1ea5t. <\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

<\/a>#4. Pattern Recognition and Machine Learning<\/strong><\/h3>\n\n\n\n

\n \u0110\u00e2y l\u00e0 t\u00e1c ph\u1ea9m \u0111\u01b0\u1ee3c ch\u1ea5p b\u00fat b\u1edfi nh\u00e0 v\u0103n n\u1ed5i ti\u1ebfng Christopher M. Bishop, c\u00f3 vai tr\u00f2 nh\u01b0 m\u1ed9t t\u00e0i li\u1ec7u tham kh\u1ea3o tuy\u1ec7t v\u1eddi gi\u00fap ng\u01b0\u1eddi \u0111\u1ecdc hi\u1ec3u v\u00e0 v\u1eadn d\u1ee5ng t\u1ed1t k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea trong c\u00f4ng ngh\u1ec7 Machine Learning v\u00e0 nh\u1eadn di\u1ec7n m\u1eabu (Pattern Recognition<\/strong>).\n<\/p>\n\n\n\n

\n Quy\u1ec3n s\u00e1ch cung c\u1ea5p nh\u1eefng kh\u00e1i ni\u1ec7m v\u1ec1 \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh v\u00e0 ph\u00e9p t\u00ednh \u0111a bi\u1ebfn trong l\u0129nh v\u1ef1c khoa h\u1ecdc c\u00f4ng ngh\u1ec7. Ngo\u00e0i ra, b\u1ea1n c\u00f3 th\u1ec3 th\u1ef1c h\u00e0nh d\u1ef1a tr\u00ean nh\u1eefng b\u00e0i t\u1eadp v\u1ec1 nh\u1eadn di\u1ec7n m\u1eabu th\u1ed1ng k\u00ea.\n<\/p>\n\n\n\n

\n \u0110\u1ec3 t\u00e0i li\u1ec7u d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n v\u1edbi ng\u01b0\u1eddi \u0111\u1ecdc, t\u00e1c gi\u1ea3 \u0111\u00e3 t\u00edch h\u1ee3p nh\u1eefng m\u00f4 h\u00ecnh \u0111\u1ed3 h\u1ecda mi\u00eau t\u1ea3 c\u00e1c ph\u00e2n ph\u1ed1i x\u00e1c su\u1ea5t. \u0110i\u1ec1u n\u00e0y gi\u00fap \u0111\u1ed9c gi\u1ea3 d\u1ec5 h\u00ecnh dung v\u00e0 th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp hi\u1ec7u qu\u1ea3 h\u01a1n.\n<\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

<\/a>#5. Programming Collective Intelligence: Build Smart Web 2.0<\/strong><\/h3>\n\n\n\n

\n Si\u00eau ph\u1ea9m k\u1ebf ti\u1ebfp trong top nh\u1eefng cu\u1ed1n s\u00e1ch hay v\u1ec1 Machine Learning ch\u1eafc ch\u1eafn ph\u1ea3i \u0111\u1ec1 c\u1eadp \u0111\u1ebfn Program Collective Intelligence: Build Smart Web 2.0 c\u1ee7a Toby Segaran. Quy\u1ec3n s\u00e1ch \u0111\u01b0\u1ee3c vi\u1ebft trong th\u1eddi \u0111i\u1ec3m khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 c\u00f4ng ngh\u1ec7 Machine Learning \u0111\u00e3 chi\u1ebfm \u0111\u01b0\u1ee3c v\u1ecb th\u1ebf tr\u00ean to\u00e0n c\u1ea7u.\n<\/p>\n\n\n\n

\n T\u00e1c ph\u1ea9m gi\u00fap ng\u01b0\u1eddi \u0111\u1ecdc m\u1edf ra m\u1ed9t \u201cch\u00e2n tr\u1eddi m\u1edbi\u201d v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p t\u1ea1o ra c\u00e1c thu\u1eadt to\u00e1n Machine Learning hi\u1ec7u qu\u1ea3 \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c \u1ee9ng d\u1ee5ng. \u0110\u1ed3ng th\u1eddi, ph\u01b0\u01a1ng ph\u00e1p n\u00e0y c\u00f2n cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o ra nh\u1eefng ch\u01b0\u01a1ng tr\u00ecnh truy c\u1eadp v\u00e0 d\u1ef1 \u0111o\u00e1n c\u00e1c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb c\u00e1c trang web. B\u00ean c\u1ea1nh \u0111\u00f3, \u0111\u1ed9c gi\u1ea3 c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh ph\u01b0\u01a1ng ph\u00e1p n\u00e0y b\u1eb1ng c\u00e1c b\u00e0i t\u1eadp m\u1edf r\u1ed9ng \u0111\u01b0\u1ee3c cung c\u1ea5p qua t\u1eebng ch\u01b0\u01a1ng.\n<\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

<\/a>#6. Machine Learning in Action<\/strong><\/h3>\n\n\n\n

\n Machine Learning in Action l\u00e0 m\u1ed9t quy\u1ec3n s\u00e1ch r\u1ea5t hay v\u1ec1 c\u00f4ng ngh\u1ec7 h\u1ecdc m\u00e1y \u0111\u1ebfn t\u1eeb t\u00e1c gi\u1ea3 Peter Harrington. Quy\u1ec3n s\u00e1ch n\u00e0y ph\u00f9 h\u1ee3p v\u1edbi m\u1ecdi \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u1ed9c gi\u1ea3 t\u1eeb sinh vi\u00ean \u201cc\u00f2n ng\u1ed3i tr\u00ean gh\u1ebf nh\u00e0 tr\u01b0\u1eddng\u201d \u0111\u1ebfn c\u00e1c chuy\u00ean gia th\u00e0nh \u0111\u1ea1t y\u00eau th\u00edch c\u00f4ng ngh\u1ec7. N\u1ed9i dung quy\u1ec3n s\u00e1ch tr\u00ecnh b\u00e0y v\u1ec1 nh\u1eefng kh\u00e1i ni\u1ec7m v\u00e0 k\u1ef9 thu\u1eadt c\u1ee7a Machine Learning m\u1ed9t c\u00e1ch chi ti\u1ebft v\u00e0 c\u1ee5 th\u1ec3 nh\u1ea5t.\n<\/p>\n\n\n\n

\n \u0110\u1ed1i v\u1edbi c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean, Machine Learning in Action l\u00e0 m\u1ed9t t\u00e0i li\u1ec7u r\u1ea5t t\u1ed1t h\u1ed7 tr\u1ee3 h\u1ecd vi\u1ebft ch\u01b0\u01a1ng tr\u00ecnh t\u1ed1t h\u01a1n. Quy\u1ec3n s\u00e1ch n\u00e0y t\u1eadp trung v\u00e0o c\u00e1c thu\u1eadt to\u00e1n t\u1ea1o ra n\u1ec1n t\u1ea3ng c\u1ee7a nh\u1eefng k\u1ef9 thu\u1eadt Machine Learning kh\u00e1c nhau. Nh\u1eefng v\u00ed d\u1ee5 \u0111\u01b0\u1ee3c t\u00e1c gi\u1ea3 s\u1eed d\u1ee5ng trong quy\u1ec3n s\u00e1ch \u0111\u1ec1u l\u00e0 m\u00e3 Python.\n<\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

<\/a>#7: Data Mining: Practical Machine Learning Tools and Techniques<\/strong><\/h3>\n\n\n\n

\n Quy\u1ec3n s\u00e1ch cu\u1ed1i c\u00f9ng Tino Group mu\u1ed1n gi\u1edbi thi\u1ec7u \u0111\u1ebfn b\u1ea1n \u0111\u00f3 ch\u00ednh l\u00e0 Data Mining: Practical Machine Learning Tools and Techniques \u0111\u01b0\u1ee3c vi\u1ebft b\u1edfi ba t\u00e1c gi\u1ea3: Ian H. Witten, Eibe Frank v\u00e0 Mark A. Hall. \u0110\u00e2y l\u00e0 s\u1ef1 l\u1ef1a ch\u1ecdn ho\u00e0n h\u1ea3o cho nh\u1eefng ng\u01b0\u1eddi \u0111ang t\u00ecm hi\u1ec3u v\u1ec1 k\u1ef9 thu\u1eadt khai ph\u00e1 d\u1eef li\u1ec7u v\u00e0 c\u00f4ng ngh\u1ec7 Machine Learning.\n<\/p>\n\n\n\n

\n N\u1ed9i dung c\u1ee7a quy\u1ec3n s\u00e1ch ch\u1ee7 y\u1ebfu \u0111\u1ec1 c\u1eadp \u0111\u1ebfn kh\u00eda c\u1ea1nh k\u1ef9 thu\u1eadt c\u1ee7a Machine Learning. \u0110\u1ed3ng th\u1eddi, c\u00e1c t\u00e1c gi\u1ea3 c\u0169ng gi\u00fap ng\u01b0\u1eddi \u0111\u1ecdc \u0111\u00e0o s\u00e2u h\u01a1n v\u1ec1 c\u00e1c chi ti\u1ebft tr\u1ecdng t\u00e2m c\u1ee7a c\u00f4ng ngh\u1ec7 Machine Learning, ph\u01b0\u01a1ng ph\u00e1p thu th\u1eadp d\u1eef li\u1ec7u c\u0169ng nh\u01b0 c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o\/ra \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 k\u1ebft qu\u1ea3.\n<\/p>\n\n\n\n

\"nhung-cuon-sach-hay-ve-machine-learning\"<\/figure><\/div>\n\n\n\n

\n \u0110\u1ea1i thi h\u00e0o Shakespeare t\u1eebng c\u1ea3m th\u00e1n: \u201cS\u00e1ch c\u1ee7a m\u1ed9t ng\u01b0\u1eddi h\u00e0nh kh\u1ea5t c\u00f2n gi\u00e1 tr\u1ecb h\u01a1n d\u00f2ng m\u00e1u c\u1ee7a k\u1ebb qu\u00fd t\u1ed9c\u201d, C\u00e2u n\u00f3i n\u00e0y \u0111\u00e3 cho th\u1ea5y gi\u00e1 tr\u1ecb tuy\u1ec7t v\u1eddi m\u00e0 s\u00e1ch mang l\u1ea1i. V\u1edbi nh\u1eefng g\u1ee3i \u00fd ph\u00eda tr\u00ean, Tino Group hy v\u1ecdng b\u1ea1n s\u1ebd ch\u1ecdn \u0111\u01b0\u1ee3c m\u1ed9t quy\u1ec3n s\u00e1ch h\u1eefu \u00edch cho qu\u00e1 tr\u00ecnh chinh ph\u1ee5c c\u00f4ng ngh\u1ec7 Machine Learning c\u1ee7a m\u00ecnh.\n<\/p>\n\n\n\n

FAQs v\u1ec1 c\u00e1c quy\u1ec3n s\u00e1ch hay v\u1ec1 Machine Learning<\/strong><\/h2>\n\n\n
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C\u00e1ch g\u00ec gi\u00fap nh\u1edb l\u00e2u n\u1ed9i dung s\u00e1ch sau khi \u0111\u1ecdc?<\/h3>\n
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\u0110\u1ec3 nh\u1edb n\u1ed9i dung khi \u0111\u1ecdc s\u00e1ch l\u00e2u h\u01a1n, b\u1ea1n c\u1ea7n r\u00e8n luy\u1ec7n m\u1ed9t s\u1ed1 th\u00f3i quen nh\u01b0: \u0111\u1ecdc m\u1ed9t quy\u1ec3n s\u00e1ch nhi\u1ec1u l\u1ea7n, ghi ch\u00e9p l\u1ea1i ho\u1eb7c highlight nh\u1eefng th\u00f4ng tin quan tr\u1ecdng. \u0110\u1ecdc th\u00f4ng tin nhi\u1ec1u l\u1ea7n l\u00e0 c\u00e1ch b\u1ea1n l\u1eadp tr\u00ecnh l\u1ea1i ti\u1ec1m th\u1ee9c c\u1ee7a m\u00ecnh, gi\u00fap th\u00f4ng tin kh\u1eafc s\u00e2u h\u01a1n v\u00e0o tr\u00ed nh\u1edb.<\/p>\n\n<\/div>\n<\/div>\n

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\u0110\u1ecba ch\u1ec9 mua s\u00e1ch tr\u1ef1c tuy\u1ebfn n\u00e0o uy t\u00edn?<\/h3>\n
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– Tiki.vn
– Fahasa.com
– Vinabook.com
– Shopee.vn
– Sachhay24h.com<\/p>\n\n<\/div>\n<\/div>\n

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M\u1ed9t th\u00e1ng n\u00ean \u0111\u1ecdc bao nhi\u00eau quy\u1ec3n s\u00e1ch?<\/h3>\n
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Theo Tino Group, kh\u00f4ng c\u00f3 b\u1ea5t k\u1ef3 ti\u00eau chu\u1ea9n hay quy \u0111\u1ecbnh n\u00e0o v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng quy\u1ec3n s\u00e1ch b\u1ea1n n\u00ean \u0111\u1ecdc trong m\u1ed9t th\u00e1ng. \u0110\u1ecdc s\u00e1ch d\u1ef1a tr\u00ean ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ecdc v\u00e0 ki\u1ebfn th\u1ee9c thu nh\u1eadn \u0111\u01b0\u1ee3c ch\u1ee9 kh\u00f4ng d\u1ef1a tr\u00ean s\u1ed1 l\u01b0\u1ee3ng. V\u00ec v\u1eady, t\u00f9y theo kh\u1ea3 n\u0103ng, th\u1eddi gian v\u00e0 n\u1ed9i dung s\u00e1ch, b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1ecdc t\u1eeb 2 – 5 quy\u1ec3n s\u00e1ch trong m\u1ed9t th\u00e1ng.<\/p>\n\n<\/div>\n<\/div>\n

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N\u00ean \u0111\u1ecdc s\u00e1ch gi\u1ea5y hay s\u00e1ch \u0111i\u1ec7n t\u1eed? <\/h3>\n
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\u0110i\u1ec1u n\u00e0y t\u00f9y thu\u1ed9c v\u00e0o s\u1edf th\u00edch v\u00e0 nhu c\u1ea7u \u0111\u1ecdc s\u00e1ch c\u1ee7a b\u1ea1n. \u0110\u1ecdc s\u00e1ch truy\u1ec1n th\u1ed1ng hay \u0111\u1ecdc s\u00e1ch tr\u1ef1c tuy\u1ebfn \u0111\u1ec1u c\u00f3 c\u00e1i l\u1ee3i v\u00e0 c\u00e1i h\u1ea1i ri\u00eang, v\u00ec v\u1eady r\u1ea5t kh\u00f3 \u0111\u1ec3 \u0111\u1eb7t hai h\u00ecnh th\u1ee9c n\u00e0y l\u00ean b\u00e0n c\u00e2n \u0111\u1ec3 so s\u00e1nh. Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o b\u1ea1n c\u0169ng \u0111\u1ecdc s\u00e1ch \u0111i\u1ec7n t\u1eed \u0111\u01b0\u1ee3c, m\u1ed9t s\u1ed1 s\u00e1ch \u201cd\u00ednh\u201d b\u1ea3n quy\u1ec1n n\u00ean b\u1ea1n r\u1ea5t kh\u00f3 t\u00ecm th\u1ea5y tr\u00ean c\u00e1c trang \u0111\u1ecdc s\u00e1ch mi\u1ec5n ph\u00ed. M\u1ed9t l\u00e0 b\u1ea1n ph\u1ea3i \u0111\u00f3ng ti\u1ec1n \u0111\u1ec3 \u0111\u01b0\u1ee3c \u0111\u1ecdc s\u00e1ch, hai l\u00e0 ph\u1ea3i mua s\u00e1ch gi\u1ea5y \u0111\u1ec3 \u0111\u1ecdc.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n

\n M\u1ecdi th\u1eafc m\u1eafc v\u00e0 g\u00f3p \u00fd li\u00ean quan, xin vui l\u00f2ng li\u00ean h\u1ec7 ngay Tino Group<\/a> \u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n chi ti\u1ebft ho\u1eb7c Fanpage<\/a> \u0111\u1ec3 c\u1eadp nh\u1eadt nh\u1eefng th\u00f4ng tin m\u1edbi nh\u1ea5t nh\u00e9!\n<\/p>\n\n\n\n

\n Tinh g\u1ecdn quy tr\u00ecnh – ch\u1ea1m \u0111\u1ec9nh doanh thu – Tino Group t\u1ef1 tin \u0111\u1ed3ng h\u00e0nh c\u00f9ng doanh nghi\u1ec7p Vi\u1ec7t tr\u00ean h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1!\n<\/p>\n\n\n\n

C\u00d4NG TY C\u1ed4 PH\u1ea6N T\u1eacP \u0110O\u00c0N TINO<\/strong><\/p>\n\n\n\n