{"id":76188,"date":"2024-08-02T16:14:41","date_gmt":"2024-08-02T09:14:41","guid":{"rendered":"https:\/\/jobsgo.vn\/blog\/?p=76188"},"modified":"2024-12-26T10:29:33","modified_gmt":"2024-12-26T03:29:33","slug":"khoa-hoc-du-lieu-ra-lam-gi","status":"publish","type":"post","link":"https:\/\/jobsgo.vn\/blog\/khoa-hoc-du-lieu-ra-lam-gi\/","title":{"rendered":"Khoa H\u1ecdc D\u1eef Li\u1ec7u Ra L\u00e0m G\u00ec? Cu\u1ed9c Phi\u00eau L\u01b0u Trong K\u1ef7 Nguy\u00ean S\u1ed1 V\u00f4 T\u1eadn"},"content":{"rendered":"\n
Kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t ng\u00e0nh xu h\u01b0\u1edbng, khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u00e3 tr\u1edf th\u00e0nh nhu c\u1ea7u thi\u1ebft y\u1ebfu trong th\u1ebf gi\u1edbi s\u1ed1 h\u00f3a ng\u00e0y nay, gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 doanh nghi\u1ec7p th\u00edch \u1ee9ng v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng c\u1ee7a c\u00f4ng ngh\u1ec7. <\/em>Khoa h\u1ecdc d\u1eef li\u1ec7u ra l\u00e0m g\u00ec<\/em><\/strong>?<\/em> Trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y, c\u00f9ng JobsGO t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 ng\u00e0nh h\u1ecdc l\u00fd t\u01b0\u1edfng n\u00e0y nh\u00e9!<\/em><\/p>\n M\u1ee5c l\u1ee5c<\/p> Hi\u1ec3u \u0111\u01a1n gi\u1ea3n, Khoa h\u1ecdc d\u1eef li\u1ec7u hay Data science l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c li\u00ean ng\u00e0nh k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c t\u1eeb nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 to\u00e1n h\u1ecdc, th\u1ed1ng k\u00ea, khoa h\u1ecdc m\u00e1y t\u00ednh v\u00e0 c\u00f4ng ngh\u1ec7 th\u00f4ng tin \u0111\u1ec3 ph\u00e2n t\u00edch, x\u1eed l\u00fd d\u1eef li\u1ec7u. M\u1ee5c ti\u00eau ch\u00ednh c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 bi\u1ebfn d\u1eef li\u1ec7u th\u00f4 th\u00e0nh th\u00f4ng tin h\u1eefu \u00edch, t\u1eeb \u0111\u00f3 h\u1ed7 tr\u1ee3 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau. C\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p, k\u1ef9 thu\u1eadt ti\u00ean ti\u1ebfn \u0111\u1ec3 thu th\u1eadp, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, t\u1eeb \u0111\u00f3 r\u00fat ra nh\u1eefng k\u1ebft lu\u1eadn c\u00f3 gi\u00e1 tr\u1ecb.<\/p>\n M\u1ed9t trong nh\u1eefng kh\u00e1i ni\u1ec7m quan tr\u1ecdng trong qu\u1ea3n l\u00fd d\u1eef li\u1ec7u l\u00e0 “schema l\u00e0 g\u00ec<\/a><\/strong>“. Schema l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh c\u1ea5u tr\u00fac d\u1eef li\u1ec7u, gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1ch th\u1ee9c l\u01b0u tr\u1eef, t\u1ed5 ch\u1ee9c v\u00e0 li\u00ean k\u1ebft c\u00e1c th\u00f4ng tin trong c\u01a1 s\u1edf d\u1eef li\u1ec7u. Vi\u1ec7c hi\u1ec3u r\u00f5 schema gi\u00fap c\u00e1c nh\u00e0 ph\u00e2n t\u00edch v\u00e0 nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u d\u1ec5 d\u00e0ng truy xu\u1ea5t, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n M\u1ee5c ti\u00eau \u0111\u00e0o t\u1ea1o ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 trang b\u1ecb cho sinh vi\u00ean ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng v\u1ec1 to\u00e1n h\u1ecdc, tin h\u1ecdc, th\u1ed1ng k\u00ea, l\u1eadp tr\u00ecnh, c\u0169ng nh\u01b0 k\u1ef9 n\u0103ng thu th\u1eadp, x\u1eed l\u00fd, ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 ph\u1ea7n m\u1ec1m chuy\u00ean d\u1ee5ng. Sinh vi\u00ean c\u00f3 ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n s\u00e2u r\u1ed9ng \u0111\u1ec3 th\u00edch \u1ee9ng v\u1edbi c\u00e1c c\u00f4ng vi\u1ec7c kh\u00e1c nhau trong l\u0129nh v\u1ef1c.<\/p>\n Ngo\u00e0i ra, sinh vi\u00ean s\u1ebd \u0111\u01b0\u1ee3c r\u00e8n luy\u1ec7n v\u1ec1 k\u1ef9 n\u0103ng ngh\u1ec1 nghi\u1ec7p, k\u1ef9 n\u0103ng x\u00e3 h\u1ed9i, kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u00e0o s\u00e2u v\u1ea5n \u0111\u1ec1 v\u00e0 nghi\u00ean c\u1ee9u, ngo\u1ea1i ng\u1eef \u0111\u1ea1t chu\u1ea9n \u0111\u1ec3 c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c ti\u1ec5n trong chuy\u00ean ng\u00e0nh v\u00e0 l\u00e0m vi\u1ec7c trong m\u00f4i tr\u01b0\u1eddng qu\u1ed1c t\u1ebf.<\/p>\n Sinh vi\u00ean ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c h\u1ecdc c\u00e1c m\u00f4n h\u1ecdc ch\u00ednh nh\u01b0:<\/p>\n \u0110\u1ec3 theo h\u1ecdc ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u, sinh vi\u00ean th\u01b0\u1eddng ph\u1ea3i thi c\u00e1c kh\u1ed1i A00 (To\u00e1n, L\u00fd, H\u00f3a), A01 (To\u00e1n, L\u00fd, Ti\u1ebfng Anh).<\/p>\n Y\u00eau c\u1ea7u \u0111\u1ea7u v\u00e0o c\u00f3 th\u1ec3 thay \u0111\u1ed5i t\u00f9y theo t\u1eebng tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc v\u00e0 ch\u01b0\u01a1ng tr\u00ecnh c\u1ee5 th\u1ec3. M\u1ed9t s\u1ed1 tr\u01b0\u1eddng c\u0169ng x\u00e9t tuy\u1ec3n kh\u1ed1i D07 (To\u00e1n, H\u00f3a, Anh). Vi\u1ec7c ch\u1ecdn \u0111\u00fang kh\u1ed1i thi ph\u00f9 h\u1ee3p v\u1edbi kh\u1ea3 n\u0103ng v\u00e0 s\u1edf th\u00edch c\u1ee7a b\u1ea3n th\u00e2n l\u00e0 b\u01b0\u1edbc quan tr\u1ecdng \u0111\u1ea7u ti\u00ean \u0111\u1ec3 th\u00e0nh c\u00f4ng trong l\u0129nh v\u1ef1c n\u00e0y.<\/p>\n D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc c\u00f3 uy t\u00edn \u0111\u00e0o t\u1ea1o v\u1ec1 ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u tr\u00ean c\u1ea3 n\u01b0\u1edbc:<\/p>\n Ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u \u0111ang ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c \u01b0a chu\u1ed9ng v\u00e0 c\u00f3 tri\u1ec3n v\u1ecdng ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd t\u1ea1i Vi\u1ec7t Nam. C\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u0111ang m\u1edf r\u1ed9ng v\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o khoa h\u1ecdc d\u1eef li\u1ec7u, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng, c\u00f3 s\u1ef1 \u0111\u1ea7u t\u01b0 \u0111\u00e1ng k\u1ec3 c\u1ee7a Ch\u00ednh ph\u1ee7 v\u00e0o h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, t\u1ea1o n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a ng\u00e0nh.<\/p>\n Ngo\u00e0i ra, ng\u00e0nh n\u00e0y c\u00f2n \u0111ang \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0:<\/p>\n S\u1ef1 \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i v\u00e0 nhu c\u1ea7u cao t\u1eeb doanh nghi\u1ec7p \u0111\u00e3 t\u1ea1o ra nhi\u1ec1u ti\u1ec1m n\u0103ng ph\u00e1t tri\u1ec3n l\u1edbn c\u1ee7a ng\u00e0nh kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a n\u00f3 nh\u01b0 m\u1ed9t trong nh\u1eefng ng\u00e0nh h\u1ecdc \u0111\u01b0\u1ee3c \u01b0a chu\u1ed9ng nh\u1ea5t hi\u1ec7n nay. \u0110\u1ecdc \u0111\u1ebfn \u0111\u00e2y, \u0111\u1ed9c gi\u1ea3 \u0111\u00e3 d\u1ea7n h\u00ecnh dung \u0111\u01b0\u1ee3c h\u1ecdc khoa h\u1ecdc d\u1eef li\u1ec7u ra l\u00e0m g\u00ec?<\/strong><\/p>\n Theo b\u00e1o c\u00e1o c\u1ee7a LinkedIn, “Data Scientist” l\u00e0 m\u1ed9t trong nh\u1eefng ngh\u1ec1 nghi\u1ec7p c\u00f3 t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng nhanh nh\u1ea5t trong th\u1eadp k\u1ef7 qua. T\u1ea1i Vi\u1ec7t Nam, nhu c\u1ea7u nh\u00e2n l\u1ef1c trong l\u0129nh v\u1ef1c n\u00e0y c\u0169ng \u0111ang t\u0103ng cao.<\/p>\n1. Ng\u00e0nh Khoa H\u1ecdc D\u1eef Li\u1ec7u L\u00e0 G\u00ec?<\/strong><\/span><\/h2>\n
2. M\u1ee5c Ti\u00eau \u0110\u00e0o T\u1ea1o Ng\u00e0nh Khoa H\u1ecdc D\u1eef Li\u1ec7u<\/strong><\/span><\/h2>\n
3. Ng\u00e0nh Khoa H\u1ecdc D\u1eef Li\u1ec7u H\u1ecdc Nh\u1eefng G\u00ec?<\/strong><\/span><\/h2>\n
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4. Ng\u00e0nh Khoa H\u1ecdc D\u1eef Li\u1ec7u Thi Kh\u1ed1i N\u00e0o?<\/strong><\/span><\/h2>\n
5. Ng\u00e0nh Khoa H\u1ecdc D\u1eef Li\u1ec7u H\u1ecdc Tr\u01b0\u1eddng N\u00e0o? \u0110i\u1ec3m Chu\u1ea9n Bao Nhi\u00eau?<\/strong><\/span><\/h2>\n
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\n Tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc<\/strong><\/td>\n \u0110i\u1ec3m chu\u1ea9n n\u0103m 2023<\/strong><\/td>\n<\/tr>\n \n \u0110\u1ea1i h\u1ecdc B\u00e1ch khoa H\u00e0 N\u1ed9i<\/td>\n 28,04<\/td>\n<\/tr>\n \n \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc T\u1ef1 nhi\u00ean – \u0110HQG HN<\/td>\n 34,85<\/td>\n<\/tr>\n \n \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc T\u1ef1 nhi\u00ean – \u0110HQG TP.HCM<\/td>\n 26,4<\/td>\n<\/tr>\n \n \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7 Th\u00f4ng tin – \u0110HQG TP.HCM<\/td>\n 27,1<\/td>\n<\/tr>\n \n \u0110\u1ea1i H\u1ecdc Qu\u1ed1c T\u1ebf \u2013 \u0110\u1ea1i H\u1ecdc Qu\u1ed1c Gia TPHCM<\/td>\n 25<\/td>\n<\/tr>\n \n \u0110\u1ea1i h\u1ecdc Kinh t\u1ebf Qu\u1ed1c d\u00e2n<\/td>\n 26,85<\/td>\n<\/tr>\n \n \u0110\u1ea1i h\u1ecdc Kinh t\u1ebf TP.HCM<\/td>\n 26,3<\/td>\n<\/tr>\n \n \u0110\u1ea1i h\u1ecdc B\u00e1ch khoa \u0110\u00e0 N\u1eb5ng<\/td>\n 24.6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n 6. Ng\u00e0nh Khoa H\u1ecdc D\u1eef Li\u1ec7u C\u00f3 \u0110\u01b0\u1ee3c \u01afa Chu\u1ed9ng?<\/strong><\/span><\/h2>\n
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7. T\u1ed1 Ch\u1ea5t C\u1ea7n C\u00f3 \u0110\u1ec3 Theo \u0110u\u1ed5i Ng\u00e0nh Khoa H\u1ecdc D\u1eef Li\u1ec7u<\/strong><\/span><\/h2>\n