{"id":2074,"date":"2020-05-06T02:41:16","date_gmt":"2020-05-06T02:41:16","guid":{"rendered":"http:\/\/jmcspace.com\/?page_id=2074"},"modified":"2020-05-06T02:41:16","modified_gmt":"2020-05-06T02:41:16","slug":"lop-ai-co-ban","status":"publish","type":"page","link":"https:\/\/jmcspace.com\/index.php\/lop-ai-co-ban\/","title":{"rendered":"L\u1edbp AI c\u01a1 b\u1ea3n"},"content":{"rendered":"\n
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Kho\u00e1 \u0111\u00e0o t\u1ea1o mong mu\u1ed1n mang b\u1ea1n \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0, t\u1ea1o c\u01a1 h\u1ed9i \u0111\u1ec3 m\u1ecdi ng\u01b0\u1eddi c\u00f9ng h\u1ecdc h\u1ecfi v\u1ec1 nh\u1eefng b\u01b0\u1edbc ti\u1ebfn c\u00f4ng ngh\u1ec7 hi\u1ec7n nay. T\u1eeb Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), Data Science, Blockchain, Robotics, IoT, t\u1edbi nh\u1eefng tr\u00e0o l\u01b0u c\u00f2n ch\u01b0a \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn r\u1ed9ng r\u00e3i.<\/p>\n\n\n\n
T\u1eeb n\u1ec1n t\u1ea3ng c\u1ee7a ng\u00e0nh Khoa h\u1ecdc m\u00e1y t\u00ednh, ch\u01b0\u01a1ng tr\u00ecnh s\u1ebd gi\u1edbi thi\u1ec7u v\u00e0 \u0111i s\u00e2u nghi\u00ean c\u1ee9u c\u00e1c thu\u1eadt to\u00e1n trong Machine Learning v\u00e0 Deep Learning. T\u00ecm hi\u1ec3u v\u00e0 tr\u1ea3i nghi\u1ec7m c\u00e1c \u1ee9ng d\u1ee5ng AI qua c\u00e1c b\u00e0i t\u1eadp nh\u1ecf v\u00e0 d\u1ef1 \u00e1n th\u1ef1c t\u1ebf.<\/p>\n\n\n\n
Ch\u01b0\u01a1ng tr\u00ecnh h\u01b0\u1edbng \u0111\u1ebfn \u0111\u00e0o t\u1ea1o k\u1ef9 s\u01b0 h\u1ecdc m\u00e1y (Machine Learning Engineer) v\u1edbi 5 m\u1ee5c ti\u00eau h\u01b0\u1edbng \u0111\u1ebfn cho h\u1ecdc vi\u00ean: (i) \u0110\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng t\u01b0 duy To\u00e1n h\u1ecdc; (ii) Kh\u1ea3 n\u0103ng l\u1eadp tr\u00ecnh; (iii) Kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u; (iv) N\u1eafm b\u1eaft c\u00e1c thu\u1eadt to\u00e1n trong Machine Learning; (v) Kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng Machine Learning Frameworks. <\/p>\n\n\n\n
Kho\u00e1 h\u1ecdc t\u1eadp trung ph\u00e1t tri\u1ec3n tr\u1ef1c gi\u00e1c h\u00ecnh h\u1ecdc qua c\u00e1c kh\u00e1i ni\u1ec7m to\u00e1n h\u1ecdc tr\u1eebu t\u01b0\u1ee3ng. C\u00e1c v\u1ea5n \u0111\u1ec1 v\u00e0 thu\u1eadt to\u00e1n trong Machine Leanring v\u00e0 Deep Learning \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y tr\u1ef1c quan t\u1eeb kh\u00e1i ni\u1ec7m, \u00fd ngh\u0129a v\u00e0 nguy\u00ean t\u1eafc ho\u1ea1t \u0111\u1ed9ng qua c\u00e1c vi d\u1ee5 minh ho\u1ea1 gi\u00fap h\u1ecdc vi\u00ean d\u1ec5 d\u00e0ng n\u1eafm b\u1eaft, \u0111\u1ebfn c\u00e1c c\u00f4ng th\u1ee9c, m\u00f4 h\u00ecnh To\u00e1n h\u1ecdc, n\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c ph\u00eda d\u01b0\u1edbi h\u1ed7 tr\u1ee3 cho h\u1ecdc vi\u00ean c\u00f3 kh\u1ea3 n\u0103ng t\u00ecm hi\u1ec3u s\u00e2u h\u01a1n.<\/p>\n\n\n\n
Kho\u00e1 h\u1ecdc n\u00e0y s\u1ebd gi\u1edbi thi\u1ec7u c\u00e1c \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a AI v\u00e0 Machine Learning Frameworks nh\u01b0: TensorFlow, Keras, PyTorch,\u2026 h\u01b0\u1edbng d\u1eabn h\u1ecdc vi\u00ean Step-by-Step th\u1ef1c hi\u1ec7n c\u00e1c b\u00e0i t\u1eadp v\u00e0 d\u1ef1 \u00e1n, gi\u00fap h\u1ecdc vi\u00ean tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh \u1ee9ng d\u1ee5ng AI, n\u00e2ng cao kh\u1ea3 n\u0103ng l\u1eadp tr\u00ecnh, kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u v\u00e0 n\u1eafm b\u1eaft r\u00f5 h\u01a1n c\u00e1c v\u1ea5n \u0111\u1ec1, thu\u1eadt to\u00e1n trong AI.<\/p>\n\n\n\n
N\u1ed9i dung kho\u00e1 h\u1ecdc \u0111\u01b0\u1ee3c chia th\u00e0nh t\u1eebng ph\u1ea7n t\u01b0\u01a1ng \u1ee9ng v\u1edbi c\u00e1c v\u1ea5n \u0111\u1ec1 c\u01a1 b\u1ea3n trong AI:<\/p>\n\n\n\n
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N\u1ed9i dung kho\u00e1 h\u1ecdc \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean kho\u00e1 Machine Learning c\u1ee7a Andrew Ng v\u00e0 c\u00e1c kho\u00e1 Machine Learning v\u00e0 Deep Learning c\u1ee7a Simplilearn. C\u00e1c b\u00e0i t\u1eadp \u1ee9ng d\u1ee5ng v\u00e0 d\u1eef li\u1ec7u li\u00ean quan \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean ngu\u1ed3n h\u1ecdc li\u1ec7u chung c\u1ee7a c\u1ed9ng \u0111\u1ed3ng AI trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc.<\/p>\n\n\n\n
N\u1ed9i dung kho\u00e1 h\u1ecdc \u0111\u01b0\u1ee3c ph\u00e2n r\u00f5 theo t\u1eebng tu\u1ea7n. M\u1ed7i bu\u1ed5i h\u1ecdc, h\u1ecdc vi\u00ean nh\u1eadn \u0111\u01b0\u1ee3c: (i) N\u1ec1n t\u1ea3ng l\u00fd thuy\u1ebft theo t\u1eebng ch\u1ee7 \u0111\u1ec1; (ii) \u0110\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn v\u00e0 trao \u0111\u1ed5i l\u00e0m b\u00e0i t\u1eadp th\u1ef1c t\u1ebf li\u00ean quan \u0111\u1ebfn n\u1ed9i dung b\u00e0i h\u1ecdc; (iii) L\u00e0m b\u00e0i t\u1eadp v\u1ec1 nh\u00e0 theo y\u00eau c\u1ea7u.<\/p>\n\n\n\n
K\u1ebft qu\u1ea3 h\u1ecdc t\u1eadp c\u1ee7a h\u1ecdc vi\u00ean s\u1ebd \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 qua 01 b\u00e0i t\u1eadp l\u1edbn gi\u1eefa kho\u00e1 v\u00e0 01 b\u00e0i Test tr\u1eafc nghi\u1ec7m ki\u1ec3m tra ki\u1ebfn th\u1ee9c t\u1ed5ng h\u1ee3p v\u00e0 01 D\u1ef1 \u00e1n cu\u1ed1i kho\u00e1.<\/p>\n\n\n\n
H\u1ecdc vi\u00ean ho\u00e0n th\u00e0nh t\u1ed1t kho\u00e1 h\u1ecdc s\u1ebd \u0111\u01b0\u1ee3c c\u1ea5p Ch\u1ee9ng ch\u1ec9 c\u1ee7a \u0110\u1ea1i h\u1ecdc Hu\u1ebf v\u00e0 c\u00e1c \u0111\u01a1n v\u1ecb c\u00f9ng ph\u1ed1i h\u1ee3p \u0111\u00e0o t\u1ea1o.<\/p>\n\n\n\n
N\u1ed9i d\u1ee5ng kho\u00e1 h\u1ecdc \u0111\u01b0\u1ee3c ph\u00e2n r\u00f5 theo t\u1eebng tu\u1ea7n, c\u1ee5 th\u1ec3:<\/p>\n\n\n\n
Tu\u1ea7n 1<\/em><\/strong>. Gi\u1edbi thi\u1ec7u AI v\u00e0 Python<\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Tu\u1ea7n 2<\/em><\/strong>. To\u00e1n cho AI<\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Tu\u1ea7n 3<\/em><\/strong>. Machine Learning<\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Tu\u1ea7n 4<\/em><\/strong>. Linear Regression<\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Tu\u1ea7n 5<\/em><\/strong>. Logistic Regression<\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Tu\u1ea7n 6. <\/em><\/strong>K-means Clustering v\u00e0 Support Vector Machine<\/strong><\/p>\n\n\n\n K-<\/em><\/strong>means Clustering<\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Support Vector Machine<\/em><\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh:<\/em><\/p>\n\n\n\n Tu\u1ea7n 7. <\/em><\/strong>Deep Learning v\u00e0 TensorFlow<\/strong><\/p>\n\n\n\n Deep Learning<\/em><\/strong><\/p>\n\n\n\n TensorFlow<\/em><\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Tu\u1ea7n 8<\/em><\/strong>. Neural Network<\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Tu\u1ea7n 9<\/em><\/strong>. Convolution Neural Networks v\u00e0 Recurrent Neural Network<\/strong><\/p>\n\n\n\n Convolutional Neural Networks (CNNs)<\/em><\/strong><\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Recurrent Neural Networks (RNNs)<\/em><\/strong><\/p>\n\n\n\n Ph\u1ea7n th\u1ef1c h\u00e0nh<\/em>:<\/p>\n\n\n\n Tu\u1ea7n 10<\/em><\/strong>. T\u1ed5ng k\u1ebft v\u00e0 b\u00e0i Test cu\u1ed1i kho\u00e1<\/strong><\/p>\n\n\n\n 1. Gi\u1edbi thi\u1ec7u Kho\u00e1 \u0111\u00e0o t\u1ea1o mong mu\u1ed1n mang b\u1ea1n \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0, t\u1ea1o c\u01a1 h\u1ed9i \u0111\u1ec3 m\u1ecdi…<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/pages\/2074"}],"collection":[{"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/comments?post=2074"}],"version-history":[{"count":0,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/pages\/2074\/revisions"}],"wp:attachment":[{"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/media?parent=2074"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}