{"id":60024,"date":"2021-06-25T03:29:48","date_gmt":"2021-06-24T20:29:48","guid":{"rendered":"https:\/\/scholarshipplanet.info\/vi?p=60024&preview_id=60024"},"modified":"2021-06-30T17:56:36","modified_gmt":"2021-07-01T00:56:36","slug":"10-uu-va-nhuoc-diem-cua-cong-viec-nganh-khoa-hoc-du-lieu-nam-2021","status":"publish","type":"post","link":"https:\/\/scholarshipplanet.info\/vi\/10-uu-va-nhuoc-diem-cua-cong-viec-nganh-khoa-hoc-du-lieu-nam-2021\/","title":{"rendered":"10 \u01b0u v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a c\u00f4ng vi\u1ec7c ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u n\u0103m 2021"},"content":{"rendered":"\n

T\u1ea5t c\u1ea3 m\u1ecdi th\u1ee9 trong th\u1ebf gi\u1edbi t\u1ef1 nhi\u00ean \u0111\u1ec1u c\u00f3 \u01b0u v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a n\u00f3. Khoa h\u1ecdc d\u1eef li\u1ec7u c\u0169ng kh\u00f4ng ngo\u1ea1i l\u1ec7 \u0111\u1ed1i v\u1edbi quy t\u1eafc n\u00e0y. Ng\u00e0y nay, b\u00e1o ch\u00ed th\u01b0\u1eddng c\u01b0\u1eddng \u0111i\u1ec7u h\u00f3a ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch \u0111\u00e1ng kinh ng\u1ea1c. Khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd thay \u0111\u1ed5i t\u01b0\u01a1ng lai c\u1ee7a th\u1ebf gi\u1edbi v\u00e0 d\u1eef li\u1ec7u l\u1edbn c\u1ee7a th\u1eddi \u0111\u1ea1i ng\u00e0y nay s\u1ebd thay \u0111\u1ed5i c\u00e1ch c\u00e1c c\u00f4ng ty b\u00e1n h\u00e0ng nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n\n\n\n

T\u1ea7m quan tr\u1ecdng c\u1ee7a d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c h\u1ea7u h\u1ebft c\u00e1c g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7, c\u00e1c c\u00f4ng ty l\u1edbn h\u01a1n ho\u1eb7c nh\u1ecf h\u01a1n, coi l\u00e0 m\u1ea5u ch\u1ed1t \u0111\u1ec3 c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1c v\u1ea5n \u0111\u1ec1 tr\u00ean th\u1ebf gi\u1edbi ng\u00e0y nay. Facebook, Google, Amazon, Microsoft, IBM, v.v., l\u00e0 m\u1ed9t s\u1ed1 trong s\u1ed1 nhi\u1ec1u c\u00f4ng ty kh\u00e1c chi tr\u1ea3 m\u1ed9t s\u1ed1 ti\u1ec1n kh\u1ed5ng l\u1ed3 cho c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u.<\/p>\n\n\n\n

M\u1eb7c d\u00f9 d\u1eef li\u1ec7u hi\u1ec7n \u0111ang ph\u1ed5 bi\u1ebfn h\u01a1n bao gi\u1edd h\u1ebft v\u00e0 tr\u1edf th\u00e0nh m\u1ed9t nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c xem l\u00e0 \u0111\u1ec9nh cao c\u1ee7a s\u1ef1 nghi\u1ec7p, nh\u01b0ng nh\u1eefng quy\u1ec1n l\u1ee3i v\u00e0 th\u1eed th\u00e1ch \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u1ecb tr\u00ed n\u00e0y l\u00e0 g\u00ec?<\/p>\n\n\n\n

Th\u1ee9 nh\u1ea5t, ch\u00fang t\u00f4i s\u1ebd li\u1ec7t k\u00ea n\u0103m \u01b0u \u0111i\u1ec3m \u0111\u1ec3 b\u1ea1n hi\u1ec3u r\u00f5 m\u1ed9t s\u1ed1 l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u1ee7a ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u trong th\u1eddi \u0111\u1ea1i ng\u00e0y nay. Sau \u0111\u00f3 s\u1ebd l\u00e0 5 th\u1eed th\u00e1ch c\u1ee7a Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi ch\u1ec9 v\u1eeba m\u1edbi b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u v\u1ec1 ng\u00e0nh khoa h\u1ecdc n\u00e0y. B\u1ea1n c\u00f3 th\u1ec3 xem b\u00e0i vi\u1ebft n\u00e0y nh\u01b0 m\u1ed9t trong s\u1ed1 nh\u1eefng tham kh\u1ea3o trong quy\u1ebft \u0111\u1ecbnh theo \u0111u\u1ed5i c\u00f4ng vi\u1ec7c \u0111\u1ea7u ti\u00ean trong ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u.<\/p>\n\n\n\n

5 \u01b0u \u0111i\u1ec3m khi theo \u0111u\u1ed5i ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u<\/h3>\n\n\n\n

1. Nhi\u1ec1u c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p<\/h3>\n\n\n\n

Th\u1ef1c t\u1ebf n\u00e0y kh\u00f4ng g\u00e2y b\u1ea5t ng\u1edd cho b\u1ea5t k\u1ef3 ai v\u00ec Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c coi l\u00e0 c\u00f4ng vi\u1ec7c quy\u1ebfn r\u0169 nh\u1ea5t c\u1ee7a th\u1ebf k\u1ef7 21. L\u0129nh v\u1ef1c n\u00e0y cung c\u1ea5p nhi\u1ec1u l\u1ef1a ch\u1ecdn c\u00f4ng vi\u1ec7c khi ng\u01b0\u1eddi h\u1ecdc \u0111ang l\u00e0 sinh vi\u00ean hay l\u00e0 nh\u1eefng ng\u01b0\u1eddi l\u00e0m vi\u1ec7c chuy\u00ean nghi\u1ec7p.<\/p>\n\n\n\n

M\u1eb7c d\u00f9 sinh vi\u00ean c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn m\u1ed9t s\u1ed1 ng\u00e1ch trong ng\u00e0nh nh\u01b0 Khoa h\u1ecdc d\u1eef li\u1ec7u, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, robot, th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean,.. c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p chuy\u00ean nghi\u1ec7p v\u1eabn r\u1ea5t \u0111a d\u1ea1ng.<\/p>\n\n\n\n

Nh\u1eefng c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p trong Khoa h\u1ecdc d\u1eef li\u1ec7u nh\u01b0 Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, K\u1ef9 s\u01b0 h\u1ecdc m\u00e1y ho\u1eb7c Nh\u00e0 khoa h\u1ecdc h\u1ecdc m\u00e1y, \u1ee8ng d\u1ee5ng ho\u1eb7c Ki\u1ebfn tr\u00fac s\u01b0 doanh nghi\u1ec7p, Ki\u1ebfn tr\u00fac s\u01b0 d\u1eef li\u1ec7u ho\u1eb7c c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng, K\u1ef9 s\u01b0 d\u1eef li\u1ec7u, Nh\u00e0 th\u1ed1ng k\u00ea, Nh\u00e0 ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 kinh doanh v\u00e0 Nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n\n\n\n

2. Trang b\u1ecb k\u1ef9 n\u0103ng cho cu\u1ed9c c\u00e1ch m\u1ea1ng t\u01b0\u01a1ng lai<\/h3>\n\n\n\n

Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 m\u1ed9t ch\u1ee7 \u0111\u1ec1 m\u1edbi, v\u00e0 c\u00f3 r\u1ea5t nhi\u1ec1u kh\u00e1m ph\u00e1 m\u1edbi \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n trong l\u0129nh v\u1ef1c n\u00e0y. \u01afu th\u1ebf c\u1ee7a ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 n\u00f3 c\u00f3 th\u1ec3 b\u1ed5 tr\u1ee3 t\u1ea5t c\u1ea3 c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p kh\u00e1c trong th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i v\u00e0 t\u01b0\u01a1ng lai (Theo t\u1ed5 ch\u1ee9c Glassdoor). H\u1ea7u h\u1ebft c\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a Khoa h\u1ecdc d\u1eef li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 d\u1eef li\u1ec7u l\u1edbn, l\u01b0u tr\u1eef \u0111\u1ed1i t\u01b0\u1ee3ng, l\u1eadp tr\u00ecnh, AI, th\u1ecb gi\u00e1c m\u00e1y t\u00ednh, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/em>, v.v., l\u00e0 m\u1ed9t s\u1ed1 ng\u00e1ch trong Khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 nhu c\u1ea7u cao<\/em> trong nh\u1eefng th\u1eadp k\u1ef7 t\u1edbi.<\/p>\n\n\n\n

Ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng v\u00e0 ki\u1ebfn th\u1ee9c ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd gi\u00fap \u00edch cho b\u1ea1n \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t h\u01a1n. T\u1ed1c \u0111\u1ed9 c\u00e1ch m\u1ea1ng c\u1ee7a c\u00f4ng ngh\u1ec7 \u0111ang ph\u00e1t tri\u1ec3n ch\u00f3ng m\u1eb7t. V\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u cung c\u1ea5p b\u1ed9 c\u00f4ng c\u1ee5 t\u1ed1t nh\u1ea5t \u0111\u1ec3 b\u1ea1n l\u00e0m ch\u1ee7 t\u01b0\u01a1ng lai trong v\u00e0i n\u0103m t\u1edbi.<\/p>\n\n\n\n

3. T\u0103ng kh\u1ea3 n\u0103ng t\u00ednh th\u00edch \u1ee9ng v\u1edbi s\u1ef1 thay \u0111\u1ed5i<\/h3>\n\n\n\n

Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh h\u1ecdc cho ph\u00e9p b\u1ea1n s\u1eed d\u1ee5ng t\u1ed1i \u0111a n\u0103ng l\u1ef1c n\u00e3o b\u1ed9 c\u1ee7a m\u00ecnh. \u0110\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t c\u00f4ng vi\u1ec7c b\u00e0n gi\u1ea5y l\u1eb7p \u0111i l\u1eb7p l\u1ea1i nh\u00e0m ch\u00e1n m\u00e0 l\u00e0 c\u00f4ng vi\u1ec7c th\u1eed th\u00e1ch b\u1ea1n ph\u1ea3i li\u00ean t\u1ee5c suy ngh\u0129 \u0111\u1ec3 t\u1ea1o ra k\u1ebft qu\u1ea3 t\u1ed1t nh\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 nh\u1ea5t. Th\u00fa v\u1ecb nh\u1ea5t c\u1ee7a ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 th\u00fac \u00e9p b\u1ea1n ti\u1ebfp t\u1ee5c h\u1ecdc h\u1ecfi, v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c k\u1ef9 n\u0103ng m\u1edbi.<\/p>\n\n\n\n

N\u1ebfu b\u1ea1n \u0111ang tri\u1ec3n khai m\u1ed9t d\u1ef1 \u00e1n Khoa h\u1ecdc D\u1eef li\u1ec7u t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i, b\u1ea1n s\u1ebd h\u1ecdc \u0111\u01b0\u1ee3c m\u1ed9t s\u1ed1 k\u1ef9 n\u0103ng thi\u1ebft y\u1ebfu nh\u1ea5t bao g\u1ed3m c\u00e1c k\u1ef9 n\u0103ng k\u1ef9 thu\u1eadt nh\u01b0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u, s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y \u0111\u1ebfn c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m nh\u01b0 k\u1ef9 n\u0103ng giao ti\u1ebfp, nghi\u00ean c\u1ee9u, t\u01b0\u01a1ng t\u00e1c hi\u1ec7u qu\u1ea3, t\u1ef1 tin v\u00e0 c\u00e1c k\u1ef9 n\u0103ng m\u1ec1m kh\u00e1c m\u00e0 b\u1ea1n bu\u1ed9c ph\u1ea3i ph\u00e1t tri\u1ec3n \u0111\u1ec3 th\u00e0nh c\u00f4ng trong Khoa h\u1ecdc d\u1eef li\u1ec7u.<\/p>\n\n\n\n

4. T\u0103ng c\u01b0\u1eddng ki\u1ebfn th\u1ee9c v\u1ec1 m\u1ed9t l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3<\/h3>\n\n\n\n

Khoa h\u1ecdc d\u1eef li\u1ec7u kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c kh\u00f4 khan! N\u00f3 li\u00ean t\u1ee5c ph\u00e1t tri\u1ec3n nh\u1ea5t qu\u00e1n. C\u00e1c bi\u1ec7n ph\u00e1p v\u00e0 t\u00ednh n\u0103ng hi\u1ec7u su\u1ea5t m\u1edbi kh\u00e1c nhau \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n m\u1ed7i ng\u00e0y. Nh\u1eefng ti\u1ebfn b\u1ed9 n\u00e0y \u0111\u01b0\u1ee3c ghi l\u1ea1i trong c\u00e1c b\u00e0i nghi\u00ean c\u1ee9u \u0111\u01b0\u1ee3c xu\u1ea5t b\u1ea3n li\u00ean t\u1ee5c trong c\u1ea3 n\u0103m. L\u0129nh v\u1ef1c Khoa h\u1ecdc d\u1eef li\u1ec7u kh\u00f4ng ng\u1eebng ph\u00e1t tri\u1ec3n, n\u00ean b\u1ea1n s\u1ebd lu\u00f4n trong t\u00e2m th\u1ebf h\u1ecdc m\u1ed9t ki\u1ebfn th\u1ee9c m\u1edbi. <\/p>\n\n\n\n

\u0110\u1ec3 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t v\u00e0i t\u00e0i nguy\u00ean h\u1eefu \u00edch, c\u00e1c \u0111\u1ec1 xu\u1ea5t ch\u00ednh c\u1ee7a t\u00f4i l\u00e0 Stack Overflow<\/a>, video YouTube<\/a>, free online code camp<\/a>, GitHub<\/a>, towards data science<\/a>, v.v. \u0111\u1ec1u l\u00e0 nh\u1eefng t\u00e0i nguy\u00ean h\u1eefu \u00edch c\u00f3 s\u1eb5n cho t\u1ea5t c\u1ea3 ch\u00fang ta s\u1eed d\u1ee5ng v\u00e0 c\u1ea3i thi\u1ec7n k\u1ef9 n\u0103ng c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n

V\u00ec v\u1eady, h\u00e3y ch\u1eafc ch\u1eafn r\u1eb1ng b\u1ea1n \u0111ang theo \u0111u\u1ed5i li\u00ean t\u1ee5c c\u00e1c tri th\u1ee9c trong ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u. Duy tr\u00ec th\u00f3i quen h\u1ecdc li\u00ean t\u1ee5c l\u00e0 l\u1ee3i th\u1ebf l\u1edbn nh\u1ea5t m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 bi\u1ebfn m\u00ecnh tr\u1edf n\u00ean c\u1ea1nh tranh h\u01a1n trong th\u1ecb tr\u01b0\u1eddng c\u00f4ng vi\u1ec7c ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u. B\u1ea1n c\u00f3 th\u1ec3 t\u00ecm \u0111\u1ebfn nh\u1eefng t\u00e0i nguy\u00ean kh\u00e1c \u0111\u1ec3 h\u1ecdc h\u1ecfi.<\/p>\n\n\n\n

5. Ki\u1ebfn t\u1ea1o v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c d\u1ef1 \u00e1n c\u00e1 nh\u00e2n \u0111\u1ed9c \u0111\u00e1o<\/h3>\n\n\n\n

V\u1edbi ngu\u1ed3n ki\u1ebfn th\u1ee9c v\u00f4 h\u1ea1n t\u1eeb Data Science, b\u1ea1n c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng c\u00e1c k\u1ef9 thu\u1eadt \u0111\u1ec3 ph\u00e1t tri\u1ec3n cho m\u00ecnh c\u00e1c d\u1ef1 \u00e1n c\u00e1 nh\u00e2n \u0111\u1ed9c \u0111\u00e1o v\u00e0 s\u00e1ng t\u1ea1o \u0111\u00e1p \u1ee9ng b\u1ed1i c\u1ea3nh c\u1ee7a t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

\u01afu th\u1ebf c\u1ee7a ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o l\u1eadp d\u1ef1 \u00e1n, tr\u1ef1c quan h\u00f3a, ph\u00e2n t\u00edch, x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh, \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh n\u00e0y v\u00e0 ch\u1ea1y th\u1eed. Cu\u1ed1i c\u00f9ng, b\u1ea1n c\u00f3 th\u1ec3 tri\u1ec3n khai m\u00f4 h\u00ecnh \u0111\u1ec3 ti\u1ebfp c\u1eadn nhi\u1ec1u \u0111\u1ed1i t\u01b0\u1ee3ng.<\/p>\n\n\n\n

5 nh\u01b0\u1ee3c \u0111i\u1ec3m khi theo \u0111u\u1ed5i ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u<\/h3>\n\n\n\n

1. G\u00e1nh n\u1eb7ng v\u1ec1 ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt v\u00e0 nghi\u00ean c\u1ee9u<\/h3>\n\n\n\n

Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c c\u1ef1c k\u1ef3 r\u1ed9ng l\u1edbn. N\u00f3 bao g\u1ed3m c\u00e1c l\u0129nh v\u1ef1c nh\u1ecf kh\u00e1c nh\u01b0 d\u1eef li\u1ec7u l\u1edbn, khai th\u00e1c d\u1eef li\u1ec7u, h\u1ecdc m\u00e1y,\u2026 N\u00f3 s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p, quy tr\u00ecnh, thu\u1eadt to\u00e1n v\u00e0 h\u1ec7 th\u1ed1ng khoa h\u1ecdc \u0111\u1ec3 tr\u00edch xu\u1ea5t ki\u1ebfn th\u1ee9c v\u00e0 hi\u1ec3u bi\u1ebft t\u1eeb nhi\u1ec1u d\u1eef li\u1ec7u c\u1ea5u tr\u00fac v\u00e0 phi c\u1ea5u tr\u00fac. \u0110\u00f4i khi nh\u1eefng ch\u1ee7 \u0111\u1ec1 v\u00e0 l\u0129nh v\u1ef1c c\u1ee7a khoa h\u1ecdc d\u1eef li\u1ec7u khi\u1ebfn b\u1ea1n ti\u00eau t\u1ed1n l\u01b0\u1ee3ng l\u1edbn th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c. N\u1ebfu th\u1eddi gian b\u1ecb gi\u1edbi h\u1ea1n, b\u1ea1n s\u1ebd g\u00e1nh th\u00eam g\u00e1nh n\u1eb7ng nghi\u00ean c\u1ee9u k\u1ef9 thu\u1eadt v\u00e0 l\u00fd thuy\u1ebft.<\/p>\n\n\n\n

2. Con \u0111\u01b0\u1eddng h\u1ecdc t\u1eadp d\u00e0i h\u01a1i<\/h3>\n\n\n\n

Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c s\u1edf h\u1eefu l\u01b0\u1ee3ng th\u00f4ng tin r\u1ed9ng r\u00e3i tr\u00ean nhi\u1ec1u kh\u00eda c\u1ea1nh v\u00e0 ki\u1ebfn th\u1ee9c. M\u1ed9t s\u1ed1 kh\u00e1i ni\u1ec7m v\u1ec1 Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u00f2i h\u1ecfi nhi\u1ec1u th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c nghi\u00ean c\u1ee9u h\u01a1n nh\u1eefng kh\u00e1i ni\u1ec7m kh\u00e1c. Hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1c chi ti\u1ebft ph\u1ee9c t\u1ea1p, to\u00e1n h\u1ecdc v\u00e0 l\u1eadp tr\u00ecnh \u0111\u1eb1ng sau m\u1ed7i ch\u1ee7 \u0111\u1ec1 ri\u00eang l\u1ebb r\u1ea5t t\u1ed1n th\u1eddi gian v\u00e0 m\u1ec7t m\u1ecfi trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, \u0111\u1eb7c bi\u1ec7t n\u1ebfu b\u1ea1n c\u00f3 m\u1ed9t l\u1ecbch tr\u00ecnh b\u1eadn r\u1ed9n.<\/p>\n\n\n\n

Con \u0111\u01b0\u1eddng h\u1ecdc t\u1eadp trong ng\u00e0nh n\u00e0y c\u0169ng v\u00f4 c\u00f9ng gian nan v\u00e0 \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi h\u1ecdc c\u1ed1ng hi\u1ebfn v\u00e0 th\u1ef1c h\u00e0nh \u0111\u1ebfn m\u1ee9c th\u00e0nh th\u1ea1o theo th\u1eddi gian. T\u01b0\u01a1ng t\u1ef1 nh\u01b0 l\u1eadp tr\u00ecnh, Khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0 th\u1ee9 b\u1ea1n c\u1ea7n li\u00ean t\u1ee5c c\u1ecd x\u00e1t \u0111\u1ec3 t\u00edch l\u0169y kinh nghi\u1ec7m. V\u1edbi r\u1ea5t nhi\u1ec1u n\u1ed9i dung v\u00e0 t\u00e0i li\u1ec7u nghi\u00ean c\u1ee9u d\u00e0nh cho Khoa h\u1ecdc d\u1eef li\u1ec7u, ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u c\u00f3 th\u1ec3 kh\u00f3 gi\u1ea3i th\u00edch c\u00e1c ki\u1ebfn th\u1ee9c v\u00f4 t\u1eadn. C\u00f3 ch\u0103ng l\u00e0 qu\u00e1 mu\u1ed9n \u0111\u1ec3 b\u1eaft \u0111\u1ea7u?<\/p>\n\n\n\n

Tin t\u1ed1t l\u00e0 kh\u00f4ng bao gi\u1edd l\u00e0 qu\u00e1 mu\u1ed9n \u0111\u1ec3 b\u1eaft \u0111\u1ea7u v\u00e0 b\u1ea1n lu\u00f4n c\u00f3 th\u1ec3 n\u1eafm b\u1eaft nh\u1eefng kh\u00e1i ni\u1ec7m n\u00e0y v\u00e0 t\u00ecm hi\u1ec3u th\u00eam. B\u1ea1n ch\u1eafc ch\u1eafn m\u00ecnh c\u00f3 th\u1ec3 h\u1ecdc v\u00e0 nghi\u00ean c\u1ee9u Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 mong mu\u1ed1n v\u1edbi m\u1ed9t k\u1ebf ho\u1ea1ch ho\u00e0n h\u1ea3o.<\/p>\n\n\n\n

3. Kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng th\u00fa v\u1ecb <\/h3>\n\n\n\n

Khoa h\u1ecdc d\u1eef li\u1ec7u kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng th\u00fa v\u1ecb nh\u01b0 tr\u00f2 ch\u01a1i d\u00f9 cho qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp g\u00e2y s\u1ef1 t\u00f2 m\u00f2 v\u00e0 h\u1ee9ng th\u00fa nh\u1ea5t \u0111\u1ecbnh. Nh\u01b0ng, \u0111i\u1ec1u quan tr\u1ecdng c\u1ea7n l\u01b0u \u00fd l\u00e0 Khoa h\u1ecdc d\u1eef li\u1ec7u \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi h\u1ecdc kh\u00f4ng ch\u1ec9 k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n m\u00e0 c\u00f2n l\u00e0 k\u1ef9 n\u0103ng m\u1ec1m.<\/p>\n\n\n\n

Trong khi tri\u1ec3n khai m\u1ed9t d\u1ef1 \u00e1n c\u1ee5 th\u1ec3 trong th\u1eddi gian c\u1ee7a b\u1ea1n, b\u1ea1n c\u00f3 th\u1ec3 s\u1ebd nh\u1eadn ra chi\u1ec1u s\u00e2u trong b\u1ea3n ch\u1ea5t c\u1ee7a c\u00e1c kh\u00e1i ni\u1ec7m m\u00e0 b\u1ea1n ph\u1ea3i t\u1eadp trung \u0111\u1ec3 l\u00e0m ch\u1ee7 ho\u00e0n to\u00e0n ch\u00fang. C\u00e1c b\u01b0\u1edbc li\u00ean quan bao g\u1ed3m thu th\u1eadp d\u1eef li\u1ec7u, tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, d\u1ecdn d\u1eb9p d\u1eef li\u1ec7u, \u0111\u00f4i khi g\u00e2y c\u1ea3m gi\u00e1c kh\u00f3 ch\u1ecbu v\u00e0 kh\u00f3 tuy\u00ean b\u1ed1 ph\u01b0\u01a1ng th\u1ee9c t\u1ed1i \u01b0u nh\u1ea5t \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t. <\/p>\n\n\n\n

B\u1ea1n c\u1ea7n \u0111\u1ea3m b\u1ea3o r\u1eb1ng m\u00f4 h\u00ecnh c\u1ee7a b\u1ea1n l\u00e0 ho\u00e0n h\u1ea3o, v\u00e0 b\u1ea1n c\u1ea7n ph\u1ea3i th\u1eed nhi\u1ec1u m\u00f4 h\u00ecnh v\u00e0 quy tr\u00ecnh chu\u1ea9n b\u1ecb m\u1edbi t\u00ecm ra ph\u01b0\u01a1ng \u00e1n cu\u1ed1i c\u00f9ng. Khi b\u1eaft tay v\u00e0o x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh, b\u1ea1n s\u1ebd tr\u1ea3i qua h\u00e0ng t\u1ea5n quy tr\u00ecnh th\u1eed nghi\u1ec7m v\u00e0 x\u00e1c th\u1ef1c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p nh\u1ea5t.<\/p>\n\n\n\n

V\u00ec v\u1eady, b\u1ea1n c\u1ea7n bi\u1ebft s\u1ef1 th\u1eadt r\u1eb1ng c\u00f4ng vi\u1ec7c khoa h\u1ecdc d\u1eef li\u1ec7u kh\u00f4ng ph\u00f9 h\u1ee3p cho t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi d\u00f9 cho l\u1ee3i \u00edch m\u00e0 n\u00f3 mang l\u1ea1i r\u1ea5t l\u1edbn.<\/p>\n\n\n\n

4. Lu\u00f4n lu\u00f4n ph\u1ea3i h\u1ecdc t\u1eadp v\u00e0 \u0111\u1ed5i m\u1edbi<\/h3>\n\n\n\n

Sau nhi\u1ec1u ng\u00e0y t\u00ecm hi\u1ec3u m\u1ed9t kh\u00e1i ni\u1ec7m c\u1ee5 th\u1ec3 \u0111\u1ec3 gi\u1ea3i quy\u1ebft d\u1ef1 \u00e1n ph\u1ee9c t\u1ea1p, b\u1ea1n c\u1ee9 t\u01b0\u1edfng s\u1ebd ho\u00e0n th\u00e0nh n\u00f3 m\u1ef9 m\u00e3n. Tuy nhi\u00ean, \u0111\u1ebfn gi\u1eefa d\u1ef1 \u00e1n, b\u1ea1n ngh\u1ec9 ng\u01a1i v\u00e0 \u0111\u1ecdc m\u1ed9t b\u00e0i nghi\u00ean c\u1ee9u m\u1edbi. Sau khi \u0111\u1ecdc b\u00e0i nghi\u00ean c\u1ee9u m\u1edbi, b\u1ea1n ph\u00e1t hi\u1ec7n ra r\u1eb1ng kh\u00e1i ni\u1ec7m b\u1ea1n \u0111\u00e3 d\u00e0nh h\u00e0ng gi\u1edd \u0111\u1ec3 h\u1ecdc kh\u00f4ng c\u00f2n li\u00ean quan \u0111\u1ebfn d\u1ef1 \u00e1n n\u1eefa.<\/p>\n\n\n\n

M\u1eb7c d\u00f9 c\u00e2u chuy\u1ec7n c\u00f3 ph\u1ea7n ph\u00f3ng \u0111\u1ea1i nh\u01b0ng h\u1ea7u h\u1ebft ng\u01b0\u1eddi l\u00e0m khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd tr\u1ea3i qu\u00e1 c\u1ea3m gi\u00e1c t\u01b0\u01a1ng t\u1ef1 khi h\u1ecd li\u00ean t\u1ee5c ph\u1ea3i \u0111u\u1ed5i theo c\u00e1c bi\u1ebfn chuy\u1ec3n kh\u00e1c nhau trong ng\u00e0nh. Qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp trong Khoa h\u1ecdc d\u1eef li\u1ec7u kh\u00f4ng bao gi\u1edd ng\u1eebng l\u1ea1i. B\u1ea1n c\u1ea7n li\u00ean t\u1ee5c c\u1eadp nh\u1eadt nh\u1eefng xu h\u01b0\u1edbng m\u1edbi nh\u1ea5t. <\/p>\n\n\n\n

5. \u0110\u00f4i l\u00fac, khoa h\u1ecdc d\u1eef li\u1ec7u l\u00e0m b\u1ea1n xu\u1ed1ng tinh th\u1ea7n<\/h3>\n\n\n\n

H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng b\u1ea1n \u0111ang l\u00e0m vi\u1ec7c trong m\u1ed9t d\u1ef1 \u00e1n Khoa h\u1ecdc d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p. Ban \u0111\u1ea7u, b\u1ea1n r\u1ea5t h\u00e0o h\u1ee9ng v\u1edbi nh\u1eefng \u0111i\u1ec1u kh\u00e1c nhau m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 t\u1ea1o ra m\u1ed9t c\u00e1ch kh\u00e1ch quan.<\/p>\n\n\n\n

Khi b\u1ea1n b\u1eaft \u0111\u1ea7u th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n, b\u1ea1n nh\u1eadn ra n\u00f3 kh\u00f4ng \u0111\u01a1n gi\u1ea3n nh\u01b0 b\u1ea1n ngh\u0129. Cu\u1ed1i c\u00f9ng b\u1ea1n b\u1ecb m\u1eafc k\u1eb9t v\u00ec m\u1ed9t l\u1ed7i g\u00ec \u0111\u00f3 v\u00e0 b\u1ecb l\u1ea1c l\u1ed1i. B\u1ea1n tra google v\u00e0 l\u00e0m m\u1ecdi th\u1ee9 c\u00f3 th\u1ec3, nh\u01b0ng kh\u00f4ng t\u00ecm ra gi\u1ea3i ph\u00e1p. \u0110i\u1ec1u n\u00e0y d\u1eabn b\u1ea1n \u0111\u1ebfn s\u1ef1 th\u1ea5t v\u1ecdng, ch\u00e1n n\u1ea3n v\u00e0 d\u1ea7n d\u1ea7n m\u1ea5t tinh th\u1ea7n. B\u1ea1n b\u1eaft \u0111\u1ea7u nghi ng\u1edd b\u1ea3n th\u00e2n v\u00e0 k\u1ebft lu\u1eadn r\u1eb1ng Khoa h\u1ecdc d\u1eef li\u1ec7u kh\u00f4ng ph\u00f9 h\u1ee3p v\u1edbi b\u1ea1n.<\/p>\n\n\n\n

Tuy nhi\u00ean, \u0111\u1eebng lo l\u1eafng! B\u1ea1n kh\u00f4ng \u0111\u01a1n \u0111\u1ed9c, v\u00e0 h\u00e0ng t\u00e1 nh\u1eefng ng\u01b0\u1eddi \u0111am m\u00ea Khoa h\u1ecdc d\u1eef li\u1ec7u, nh\u1eefng ng\u01b0\u1eddi khao kh\u00e1t chuy\u1ec3n \u0111\u1ed5i ngh\u1ec1 nghi\u1ec7p khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 ngay c\u1ea3 c\u00e1c chuy\u00ean gia trong ng\u00e0nh \u0111\u1ec1u g\u1eb7p ph\u1ea3i nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y. Gi\u1ea3i ph\u00e1p t\u1ed1t nh\u1ea5t l\u00e0 v\u01b0\u1ee3t qua ch\u00fang v\u00e0 l\u00e0m t\u1ed1t m\u1ecdi th\u1ee9 trong kh\u1ea3 n\u0103ng c\u1ee7a b\u1ea1n.<\/p>\n\n\n\n

N\u1ebfu b\u1ea1n l\u00e0 m\u1ed9t ng\u01b0\u1eddi \u0111am m\u00ea Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 m\u1edbi b\u1eaft \u0111\u1ea7u chuy\u1ec3n \u0111\u1ed5i, t\u00f4i khuy\u00ean b\u1ea1n n\u00ean xem x\u00e9t nhi\u1ec1u kh\u00eda c\u1ea1nh \u01b0u v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a l\u0129nh v\u1ef1c n\u00e0y r\u1ed3i quy\u1ebft \u0111\u1ecbnh xem Khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 ph\u1ea3i l\u00e0 l\u1ef1a ch\u1ecdn t\u1ed1t nh\u1ea5t cho b\u1ea1n kh\u00f4ng?<\/p>\n\n\n\n

D\u00f9 k\u1ebft qu\u1ea3 nh\u01b0 th\u1ebf n\u00e0o, h\u00e3y nh\u1edb r\u1eb1ng cu\u1ed9c s\u1ed1ng l\u00e0 m\u1ed9t h\u00e0nh tr\u00ecnh d\u00e0i v\u1edbi nh\u1eefng ng\u00e3 r\u1ebd kh\u00e1c nhau. H\u00e3y ch\u1eafc ch\u1eafn r\u1eb1ng quy\u1ebft \u0111\u1ecbnh c\u1ee7a b\u1ea1n ph\u00f9 h\u1ee3p v\u1edbi s\u1edf th\u00edch c\u00e1 nh\u00e2n. V\u00e0o cu\u1ed1i ng\u00e0y, b\u1ea3n th\u00e2n b\u1ea1n h\u1ea1nh ph\u00fac v\u1edbi nh\u1eefng g\u00ec b\u1ea1n l\u00e0m l\u00e0 \u0111i\u1ec1u quan tr\u1ecdng nh\u1ea5t trong cu\u1ed9c s\u1ed1ng!<\/p>\n\n\n\n

Ngu\u1ed3n d\u1ecbch:<\/em> https:\/\/towardsdatascience.com\/pros-and-cons-of-data-science-in-2021-b3c333dfa79d<\/em><\/a><\/p>\n\n\n\n

Theo MiEdu<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

T\u1ea5t c\u1ea3 m\u1ecdi th\u1ee9 trong th\u1ebf gi\u1edbi t\u1ef1 nhi\u00ean \u0111\u1ec1u c\u00f3 \u01b0u v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a n\u00f3. Khoa h\u1ecdc d\u1eef li\u1ec7u c\u0169ng kh\u00f4ng ngo\u1ea1i l\u1ec7 \u0111\u1ed1i v\u1edbi quy t\u1eafc n\u00e0y. Ng\u00e0y nay, b\u00e1o ch\u00ed th\u01b0\u1eddng c\u01b0\u1eddng \u0111i\u1ec7u h\u00f3a ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch \u0111\u00e1ng kinh ng\u1ea1c. Khoa h\u1ecdc d\u1eef li\u1ec7u s\u1ebd thay \u0111\u1ed5i […]<\/p>\n","protected":false},"author":11728,"featured_media":60025,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1760],"tags":[],"_links":{"self":[{"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/posts\/60024"}],"collection":[{"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/users\/11728"}],"replies":[{"embeddable":true,"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/comments?post=60024"}],"version-history":[{"count":2,"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/posts\/60024\/revisions"}],"predecessor-version":[{"id":60027,"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/posts\/60024\/revisions\/60027"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/media\/60025"}],"wp:attachment":[{"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/media?parent=60024"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/categories?post=60024"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/scholarshipplanet.info\/vi\/wp-json\/wp\/v2\/tags?post=60024"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}