Xin ch\u00e0o c\u00e1c anh ch\u1ecb v\u00e0 c\u00e1c b\u1ea1n. D\u00f9 h\u1ed9i th\u1ea3o Paths to Digital Careers \u0111\u00e3 k\u1ebft th\u00fac c\u1ea3 th\u00e1ng r\u1ed3i, nh\u01b0ng h\u00f4m nay \u0111\u1ecdc l\u1ea1i note v\u1ec1 ch\u01b0\u01a1ng tr\u00ecnh v\u1eabn th\u1ea5y n\u1ed9i dung th\u1eadt h\u1eefu \u00edch. M\u00ecnh \u0111\u00e3 \u0111\u0103ng comment nh\u01b0ng n\u1ed9i dung qu\u00e1 d\u00e0i khi\u1ebfn m\u1ecdi ng\u01b0\u1eddi kh\u00f3 theo d\u00f5i. Do v\u1eady, m\u00ecnh xin ph\u00e9p \u0111\u0103ng l\u1ea1i th\u00e0nh b\u00e0i vi\u1ebft \u0111\u1ec3 bi\u1ebft \u0111\u00e2u ai \u0111\u00f3 c\u1ea7n c\u00f3 th\u1ec3 \u0111\u1ecdc ghi ch\u00fa t\u1ea1i \u0111\u00e2y. <\/p>\n\n\n\n
\ud835\udc0f\ud835\udc1a\ud835\udc2d\ud835\udc21\ud835\udc2c \ud835\udc2d\ud835\udc28 \ud835\udc03\ud835\udc22\ud835\udc20\ud835\udc22\ud835\udc2d\ud835\udc1a\ud835\udc25 \ud835\udc02\ud835\udc1a\ud835\udc2b\ud835\udc1e\ud835\udc1e\ud835\udc2b\ud835\udc2c: \ud835\udc13\ud835\udc2e\u031b \ud835\udc03\ud835\udc2e\ud835\udc32 \ud835\udc07\ud835\udc28\u031b\ud835\udc27 \ud835\udc0a\ud835\udc32\u0303 \ud835\udc0d\ud835\udc1a\u0306\ud835\udc27\ud835\udc20 \ud835\udc15\ud835\udc1a\u0300 \ud835\udc02\ud835\udc28\u0302\ud835\udc27\ud835\udc20 \ud835\udc0d\ud835\udc20\ud835\udc21\ud835\udc1e\u0323\u0302 \ud835\udc02\ud835\udc1a\u0302\u0300\ud835\udc27 \ud835\udc15\ud835\udc22\u0323 \ud835\udc0d\ud835\udc21\ud835\udc1a\u0302\ud835\udc27 \ud835\udc12\ud835\udc22\ud835\udc27\ud835\udc21<\/p>\n\n\n\n
N\u1ebfu b\u1ea1n ngh\u0129 r\u1eb1ng m\u00ecnh kh\u00f4ng gi\u1ecfi to\u00e1n, kh\u00f4ng bi\u1ebft g\u00ec v\u1ec1 c\u00f4ng ngh\u1ec7, qu\u00e1 tr\u1ebb \u0111\u1ec3 \u201ctr\u00e8o cao\u201d, qu\u00e1 l\u1edbn tu\u1ed5i \u0111\u1ec3 b\u1eaft \u0111\u1ea7u v\u00e0 Digital Careers th\u1eadt xa t\u1ea7m v\u1edbi, th\u00ec Webinar Paths to Digital Careers s\u1ebd gi\u00fap b\u1ea1n ph\u00e1 b\u1ecf \u0111\u1ecbnh ki\u1ebfn n\u00e0y.<\/em><\/p>\n\n\n\n 1\/ Ng\u00e0nh Data analytics \u2013 di\u1ec5n gi\u1ea3 Ace V\u00f5, Gi\u00e1o s\u01b0 \u0110H Loyola Marymount, USA<\/p>\n\n\n\n – Di\u1ec5n gi\u1ea3 b\u1eaft \u0111\u1ea7u b\u1eb1ng 2 \u0111o\u1ea1n th\u01a1 \u0111\u1ec3 kh\u00e1n gi\u1ea3 \u0111o\u00e1n xem \u0111\u00e2u l\u00e0 \u0111o\u1ea1n th\u01a1 do m\u00e1y vi\u1ebft, \u0111\u00e2u l\u00e0 ng\u01b0\u1eddi vi\u1ebft. G\u1ea7n 60% kh\u00e1n gi\u1ea3 \u0111\u00e3 \u0111o\u00e1n sai, v\u1edbi nh\u1eadn \u0111\u1ecbnh \u0111o\u1ea1n th\u01a1 m\u00e1y t\u00ednh vi\u1ebft l\u00e0 do ng\u01b0\u1eddi vi\u1ebft. Di\u1ec5n gi\u1ea3 Ace cho ch\u00fang ta hi\u1ec3u r\u1eb1ng c\u00f4ng ngh\u1ec7 ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n, kh\u00f3 nh\u1eadn bi\u1ebft v\u00ec kh\u1ea3 n\u0103ng ho\u1ea1t \u0111\u1ed9ng tinh v\u00e0 \u0111ang len l\u1ecfi v\u00e0o r\u1ea5t nhi\u1ec1u ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u1ed7i ch\u00fang ta.<\/p>\n\n\n\n 1.1\/ Data Science: <\/em>theo anh \u0111\u00e2y \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 lo\u1ea1i h\u00ecnh thi \u0111\u1ea5u th\u1ec3 thao \u0111\u1ed3ng \u0111\u1ed9i k\u1ebft h\u1ee3p g\u1ed3m: get, clean, combine data -> find value -> communicate value -> put algorithms to production -> monitor results -> improvement.<\/p>\n\n\n\n 1.2\/ Data scientist vs data engineer:<\/p>\n\n\n\n – Data engineer: L\u00e0 ng\u01b0\u1eddi chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u g\u1ed3m t\u1ea5t c\u1ea3 c\u00f4ng \u0111o\u1ea1n t\u1eeb ph\u00e1t tri\u1ec3n, x\u00e2y d\u1ef1ng, test v\u00e0 maintain to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng<\/p>\n\n\n\n – Data scientist: L\u00e0 ng\u01b0\u1eddi ph\u00e2n t\u00edch c\u00e1c d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p, k\u1ec3 c\u1ea3 l\u00e0 big data, t\u1eeb \u0111\u00f3 \u0111\u00e1nh gi\u00e1 v\u00e0 report l\u1ea1i k\u1ebft qu\u1ea3<\/p>\n\n\n\n 1.3\/ Entry level (c\u00e1c k\u1ef9 n\u0103ng \u0111\u01b0\u1ee3c x\u1ebfp t\u1eeb quan tr\u1ecdng nh\u1ea5t v\u00e0 gi\u1ea3m d\u1ea7n):<\/p>\n\n\n\n – Data Science: K\u1ef9 n\u0103ng c\u1ee9ng g\u1ed3m: Data analysis, Programming AI, Dashboards, Machine learning..; K\u1ef9 n\u0103ng software g\u1ed3m: Python; SOL, Jva, R\u2026<\/p>\n\n\n\n – Data Analytics: Data analysis, Programming, Modeling, Machine learning\u2026; K\u1ef9 n\u0103ng software g\u1ed3m: SQL, Python, Java, R,\u2026<\/p>\n\n\n\n – Business Analytics: Data analysis, Modeling, Business Strategy, Programming, Financial Analytics,\u2026; K\u1ef9 n\u0103ng software g\u1ed3m: SOL, Python, Java, Excel\u2026<\/p>\n\n\n\n -> T\u00fam l\u1ea1i analytics v\u1eabn s\u1ebd l\u00e0 \u201cthe sexiest job\u201d c\u1ee7a th\u1ebf k\u1ef7 21!<\/p>\n\n\n\n Ps: \u0110o\u1ea1n n\u00e0y em xin ki\u1ebfn ngh\u1ecb nh\u1eb9 v\u1edbi BTC, l\u00e0 di\u1ec5n gi\u1ea3 Ace c\u00f3 m\u1ed9t \u0111i\u1ec3m kh\u00f4ng gi\u1ed1ng nh\u01b0 qu\u1ea3ng c\u00e1o tr\u01b0\u1edbc \u0111\u00f3. C\u1ee5 th\u1ec3 l\u00e0 anh Ace\u2026 \u0111\u1eb9p trai h\u01a1n h\u1eb3n trong h\u00ecnh poster tr\u01b0\u1edbc s\u1ef1 ki\u1ec7n. Th\u00fa th\u1ef1c l\u00e0 nh\u00ecn anh em h\u01a1i m\u1ea5t t\u1eadp trung, n\u00ean ki\u1ebfn th\u1ee9c c\u0169ng \u0111\u00f4i ph\u1ea7n r\u01a1i r\u1ee5ng, em ch\u1ec9 review \u0111\u01b0\u1ee3c ch\u1eebng n\u00e0y, m\u1ecdi ng\u01b0\u1eddi th\u00f4ng c\u1ea3m. Ch\u1ecb em n\u00e0o \u0111\u1ed3ng \u00fd ki\u1ebfn th\u00ec l\u00ean ti\u1ebfng cho m\u00ecnh \u0111\u1ee1 qu\u00ea nha. Nh\u00e2n th\u1ec3 ai l\u00e0 ng\u01b0\u1eddi quen c\u1ee7a em trong n\u00e0y, n\u1ebfu \u0111\u1ecdc \u0111\u01b0\u1ee3c c\u0169ng \u0111\u1eebng m\u00e9c ch\u1ed3ng em nha!<\/p>\n\n\n\n 2\/ Ng\u00e0nh Business Analytics (BA) \u2013 di\u1ec5n gi\u1ea3 Tr\u1ea7n H\u00f9ng Thi\u1ec7n, Founder & CEO of GCOMM<\/p>\n\n\n\n 2.1\/ X\u00e1c \u0111\u1ecbnh s\u1ef1 ph\u00f9 h\u1ee3p:<\/p>\n\n\n\n – Di\u1ec5n gi\u1ea3 m\u1edf m\u00e0n b\u1eb1ng vi\u1ec7c h\u01b0\u1edbng d\u1eabn \u201cxem b\u00f3i\u201d \u0111\u1ec3 ti\u00ean \u0111o\u00e1n v\u1ec1 \u0111\u1ed9 ph\u00f9 h\u1ee3p c\u1ee7a m\u1ed9t nh\u00e2n s\u1ef1 \u0111\u1ed1i v\u1edbi ng\u00e0nh BA. C\u1ee5 th\u1ec3, b\u01b0\u1edbc 1: h\u00e3y c\u1ea7m m\u1ed9t t\u1edd ho\u00e1 \u0111\u01a1n v\u00e0 nh\u00ecn ch\u0103m ch\u00fa, b\u01b0\u1edbc 2: n\u1ebfu nh\u00ecn bill m\u00e0 c\u00f3 c\u1ea3m x\u00fac ki\u1ec3u: \u201c\u0110\u00e2y l\u00e0 t\u00e0i s\u1ea3n t\u01b0\u01a1ng lai c\u1ee7a t\u00f4i n\u00e8\u201d (nguy\u00ean v\u0103n c\u00e2u c\u1ee7a di\u1ec5n gi\u1ea3). Th\u00ec kh\u1ea3 n\u0103ng cao l\u00e0 b\u1ea1n ph\u00f9 h\u1ee3p v\u1edbi ng\u00e0nh n\u00e0y.<\/p>\n\n\n\n – Th\u00eam m\u1ed9t c\u00e1ch n\u1eefa \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh: N\u1ebfu b\u1ea1n \u0111\u01b0\u1ee3c giao m\u1ed9t Data Sheet m\u00e0 c\u1ea3m th\u1ea5y v\u00f4 c\u00f9ng ph\u1ea5n kh\u00edch, c\u1ea3m nh\u1eadn \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u th\u00f4ng \u0111i\u1ec7p \u1ea9n sau th\u00ec xin ch\u00fac m\u1eebng b\u1ea1n sinh ra \u0111\u1ec3 d\u00e0nh cho BA; N\u1ebfu ng\u01b0\u1ee3c l\u1ea1i b\u1ea1n c\u1ea3m th\u1ea5y s\u1ee3 h\u00e3i, bu\u1ed3n ng\u1ee7, k\u00e8m nhi\u1ec1u c\u1ea3m x\u00fac ti\u00eau c\u1ef1c th\u00ec xin ch\u00e0o, h\u1eb9n ki\u1ebfp sau g\u1eb7p l\u1ea1i; N\u1ebfu nh\u01b0 b\u1ea1n th\u1ea5y \u201ckh\u00f4ng c\u1ea3m x\u00fac\u201d c\u00f3 ngh\u0129a l\u00e0 h\u00e3y cho ch\u00fang ta th\u00eam th\u1eddi gian t\u00ecm hi\u1ec3u.<\/p>\n\n\n\n 2.2\/ Business Analytics l\u00e0 g\u00ec? V\u00ed d\u1ee5 t\u01b0\u1edfng ch\u1eebng h\u00e0i h\u01b0\u1edbc nh\u01b0ng \u0111\u00e3 n\u00eau \u0111\u01b0\u1ee3c b\u1ea3n ch\u1ea5t c\u1ee7a BA \u0111\u00f3 l\u00e0 thu th\u1eadp Data l\u00e0 \u0111\u1ec3 gi\u1ea3i quy\u1ebft business problems, l\u00e0 x\u00e1c \u0111\u1ecbnh h\u00e0nh vi mua s\u1eafm, insight kh\u00e1ch h\u00e0ng v\u00e0 t\u1eeb \u0111\u00f3 \u0111\u01b0a ra gi\u1ea3i ph\u00e1p, chi\u1ebfn l\u01b0\u1ee3c kinh doanh ph\u00f9 h\u1ee3p. V\u1edbi t\u1edd ho\u00e1 \u0111\u01a1n kia, b\u1ea1n c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c m\u1eb7t h\u00e0ng n\u00e0o \u0111ang b\u00e1n ch\u1ea1y, ch\u01b0\u01a1ng tr\u00ecnh khuy\u1ebfn m\u1ea1i n\u00e0o s\u1ebd hi\u1ec7u qu\u1ea3, th\u1eddi gian mua s\u1eafm t\u1ef7 l\u1ec7 thu\u1eadn hay ngh\u1ecbch v\u1edbi t\u1ed5ng ho\u00e1 \u0111\u01a1n, v\u1edbi t\u1ed1c \u0111\u1ed9 n\u00e0y, t\u1eebng m\u1eb7t h\u00e0ng n\u00ean l\u01b0u tr\u1eef bao nhi\u00eau l\u00e0 \u0111\u1ee7\u2026 L\u1ea7n \u0111\u1ea7u ti\u00ean m\u00ecnh bi\u1ebft \u0111\u01b0\u1ee3c m\u1ed9t c\u00e1i bill ch\u1ee9 \u0111\u1ef1ng nhi\u1ec1u th\u00f4ng \u0111i\u1ec7p \u0111\u1ebfn v\u1eady.<\/p>\n\n\n\n 2.3\/ L\u00e0m sao \u0111\u1ec3 b\u1eaft \u0111\u1ea7u theo ng\u00e0nh n\u00e0y? C\u00e1ch 1, \u0111i theo con \u0111\u01b0\u1eddng ch\u00ednh th\u1ed1ng h\u1ecdc thu\u1eadt, t\u00ecm nh\u1eefng tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o \u0111\u1ec3 theo h\u1ecdc ch\u00ednh quy v\u00e0 tr\u1edf th\u00e0nh chuy\u00ean gia nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y; C\u00e1ch 2 \u0111i theo con \u0111\u01b0\u1eddng l\u00e0m vi\u1ec7c th\u1ef1c t\u1ebf. B\u1ea1n c\u00f3 th\u1ec3 h\u1ecdc m\u1ed9t ng\u00e0nh kh\u00f4ng li\u00ean quan trong tr\u01b0\u1eddng \u0110H, nh\u01b0ng v\u00ec l\u00fd do n\u00e0o \u0111\u00f3 th\u1ea5y y\u00eau th\u00edch BA, th\u00ec khi ra l\u00e0m vi\u1ec7c ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 \u0111\u1ecbnh h\u01b0\u1edbng theo ng\u00e0nh n\u00e0y \u0111\u1ec3 tr\u1edf th\u00e0nh chuy\u00ean vi\u00ean BA cho c\u00e1c c\u00f4ng ty. Tuy v\u1eady, h\u00e3y lu\u00f4n \u0111\u1ec3 cao y\u1ebfu t\u1ed1 h\u1ecdc h\u1ecfi t\u1eeb c\u00e1c chuy\u00ean gia trong ng\u00e0nh, h\u1ecdc t\u1eeb th\u1ef1c chi\u1ebfn \u0111\u1ec3 b\u00f9 \u0111\u1eafp cho s\u1ef1 thi\u1ebfu h\u1ee5t v\u1ec1 \u0111\u00e0o t\u1ea1o n\u1ec1n t\u1ea3ng ban \u0111\u1ea7u; C\u00e1ch th\u1ee9 3 k\u1ebft h\u1ee3p v\u1eeba h\u1ecdc thu\u1eadt v\u1eeba th\u1ef1c chi\u1ebfn \u0111\u1ec3 b\u01b0\u1edbc ch\u00e2n v\u00e0o BA (v\u1eeba l\u00e0 chuy\u00ean gia v\u1eeba l\u00e0 ng\u01b0\u1eddi l\u00e0m ngh\u1ec1). \u0110\u1eddi \u0111\u1ee7 d\u00e0i \u0111\u1ec3 thay \u0111\u1ed5i v\u00e0 c\u0169ng \u0111\u1ee7 ng\u1eafn \u0111\u1ec3 kh\u00f4ng n\u00ean do d\u1ef1.<\/p>\n\n\n\n 2.4\/ Entry level: Ch\u1ec9 c\u1ea7n \u0111\u1ea3m b\u1ea3o 60% k\u1ef9 n\u0103ng ngh\u1ec1 nghi\u1ec7p c\u1ee7a ng\u00e0nh n\u00e0y l\u00e0 \u0111\u1ee7. Kh\u00f3 nh\u1ea5t l\u00e0m BA l\u00e0 Business Mindset. H\u1ecdc KH\u00d4NG \u0111\u1ee7, quan s\u00e1t, tr\u1ea3i nghi\u1ec7m, b\u1ed3i \u0111\u1eafp v\u1ed1n s\u1ed1ng \u0111\u1ec3 kh\u00f4ng b\u1ecb ch\u00ednh nh\u1eefng k\u1ef9 n\u0103ng, ki\u1ebfn th\u1ee9c \u0111\u00e3 c\u00f3 \u0111\u00f3ng khung suy ngh\u0129.<\/p>\n\n\n\n 2.5\/ C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p: Th\u1ef1c t\u1ebf \u0111\u00e2y c\u0169ng l\u00e0 ng\u00e0nh ngh\u1ec1 c\u1ee7a th\u1ebf k\u1ef7 21 b\u1edfi l\u1ebd ch\u00fang ta \u0111ang b\u1ed9i th\u1ef1c data nh\u01b0ng \u0111\u00f3i k\u00e9m insight v\u00e0 BA s\u1ebd gi\u00fap ch\u00fang ta l\u00e0m \u0111i\u1ec1u \u0111\u00f3. \u0110\u1eb7c bi\u1ec7t, n\u1ebfu Data analytics l\u00e0 ng\u00e0nh \u0111\u00f2i h\u1ecfi ph\u1ea3i gi\u1ecfi to\u00e1n, th\u00ec BA kh\u00f4ng y\u00eau c\u1ea7u \u0111i\u1ec1u \u1ea5y v\u00e0 di\u1ec5n gi\u1ea3\u2026 ch\u00ednh l\u00e0 minh ch\u1ee9ng thuy\u1ebft ph\u1ee5c nh\u1ea5t.<\/em><\/p>\n\n\n\n 3\/ Ng\u00e0nh EdTech \u2013 di\u1ec5n gi\u1ea3 L\u00ea \u0110\u00ecnh Hi\u1ebfu Founder & CEO of G.A.P<\/p>\n\n\n\n Di\u1ec5n gi\u1ea3 m\u1edf \u0111\u1ea7u v\u1edbi m\u1ed9t c\u00e2u h\u1ecfi: H\u1ecdc qua zoom c\u00f3 ph\u1ea3i EdTech kh\u00f4ng?<\/em><\/p>\n\n\n\n 3.1\/ EdTech l\u00e0 g\u00ec? Theo c\u00e1ch hi\u1ec3u m\u00e0 \u0110\u1ea1i h\u1ecdc UPenn \u0111\u1ec1 xu\u1ea5t th\u00ec EdTech ngh\u0129a l\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 mang \u0111\u1ebfn gi\u1ea3i ph\u00e1p cho gi\u00e1o d\u1ee5c. Mi\u1ec5n l\u00e0 vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 c\u1ea3i ti\u1ebfn vi\u1ec7c h\u1ecdc trong 5 kh\u00eda c\u1ea1nh c\u1ee7a gi\u00e1o d\u1ee5c bao g\u1ed3m: Learner, Teacher, Learning Material, Technology, Community th\u00ec \u0111\u00f3 ch\u00ednh l\u00e0 EdTech 3.2\/ EdTech \u0111ang ph\u00e1t tri\u1ec3n th\u1ebf n\u00e0o? EdTech \u0111ang ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n \u0111\u1eb7c bi\u1ec7t sau c\u00fa h\u00edch Covid. N\u1ebfu nh\u01b0 10 n\u0103m tr\u01b0\u1edbc \u0111\u00e2y c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 ch\u1ec9 chi\u1ebfm 20% trong gi\u00e1o d\u1ee5c th\u00ec hi\u1ec7n nay con s\u1ed1 n\u00e0y \u0111\u00e3 l\u00ean \u0111\u1ebfn 80%.<\/p>\n\n\n\n 3.3\/ B\u1ed1n c\u00f4ng ngh\u1ec7 ch\u00ednh \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng nhi\u1ec1u nh\u1ea5t trong gi\u00e1o d\u1ee5c g\u1ed3m:<\/p>\n\n\n\n 3.4\/ C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p: C\u0169ng gi\u1ed1ng nh\u01b0 c\u00e1c ng\u00e0nh k\u1ec3 tr\u00ean, nhu c\u1ea7u nghi\u1ec7p c\u1ee7a ng\u00e0nh n\u00e0y r\u1ea5t l\u1edbn, \u0111\u1eb7c bi\u1ec7t l\u00e0 sau Covid, c\u00e1c ph\u1ee5 huynh c\u0169ng nh\u01b0 h\u1ecdc sinh \u0111\u00e3 s\u1eb5n s\u00e0ng h\u01a1n nhi\u1ec1u v\u1edbi vi\u1ec7c s\u1ed1 ho\u00e1 gi\u00e1o d\u1ee5c. Trong \u0111\u00f3, k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi con ng\u01b0\u1eddi \u0111\u01b0\u1ee3c \u0111\u1ec1 cao nh\u1ea5t cho m\u1ecdi \u1ee9ng vi\u00ean. B\u1edfi l\u1ebd, s\u1ee9 m\u1ec7nh c\u1ee7a EdTech \u0111\u00f3 ch\u00ednh l\u00e0 d\u00f9ng c\u00f4ng ngh\u1ec7 \u0111\u1ec3 gi\u00fap gi\u00e1o d\u1ee5c v\u01b0\u01a1n r\u1ed9ng h\u01a1n, gi\u00fap thay \u0111\u1ed5i cu\u1ed9c \u0111\u1eddi con ng\u01b0\u1eddi.<\/p>\n\n\n\n 3.5\/ Big question: \u201cAdtech c\u00f3 l\u00e0m t\u0103ng kho\u1ea3ng c\u00e1ch gi\u00e0u ngh\u00e8o, kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn gi\u00e1o d\u1ee5c?\u201d.<\/em><\/p>\n\n\n\n Theo anh \u0110\u00ecnh Hi\u1ebfu th\u00ec ng\u01b0\u1ee3c l\u1ea1i, m\u1ee5c ti\u00eau c\u1ee7a EdTech ch\u00ednh l\u00e0 r\u00fat ng\u1eafn kho\u1ea3ng c\u00e1ch trong gi\u00e1o d\u1ee5c. V\u00ed d\u1ee5 nh\u01b0 ng\u00e0y h\u00f4m nay ch\u00fang ta \u0111\u01b0\u1ee3c d\u1ef1 mi\u1ec5n ph\u00ed m\u1ed9t bu\u1ed5i h\u1ed9i th\u1ea3o v\u1ec1 t\u01b0\u01a1ng lai ngh\u1ec1 nghi\u1ec7p \u0111\u1ebfn t\u1eeb c\u00e1c gi\u00e1o s\u01b0, chuy\u00ean gia \u0111\u1ea7u ng\u00e0nh l\u00e0 nh\u1edd EdTech. <\/p>\n\n\n\n Tuy nhi\u00ean, t\u1ea1i Vi\u1ec7t Nam kho\u1ea3ng c\u00e1ch gi\u1eefa c\u00e1c t\u1ea7ng l\u1edbp r\u1ea5t l\u1edbn, v\u00ec c\u00f4ng ngh\u1ec7 n\u1ec1n t\u1ea3ng \u1edf t\u1ea7ng l\u1edbp thu nh\u1ea5p th\u1ea5p kh\u00f4ng c\u00f3. Do v\u1eady, v\u00f4 t\u00ecnh EdTech l\u1ea1i \u0111\u1ea9y xa h\u01a1n kho\u1ea3ng c\u00e1ch gi\u00e0u \u2013 ngh\u00e8o trong ti\u1ebfp c\u1eadn gi\u00e1o d\u1ee5c.<\/p>\n\n\n\n \u0110\u1ec3 ch\u1ee9ng minh vi\u1ec7c c\u00f4ng b\u1eb1ng trong ti\u1ebfp c\u1eadn t\u00e0i nguy\u00ean trong gi\u00e1o d\u1ee5c c\u0169ng s\u1ebd l\u00e0 v\u00f4 ngh\u0129a n\u1ebfu kh\u00f4ng c\u00f3 n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u00ea, di\u1ec5n gi\u1ea3 Hi\u1ebfu \u0111\u00e3 b\u1ecb lag m\u1ea1ng gi\u1eadt c\u1ee5c v\u00e0i l\u1ea7n v\u00e0 b\u1ecb out kh\u1ecfi webinar trong s\u1ef1 l\u1eb7ng im suy ng\u1eabm c\u1ee7a 4 kh\u00e1ch m\u1eddi v\u00e0 g\u1ea7n 1300 kh\u00e1n gi\u1ea3.<\/p>\n\n\n\n 4\/ Ng\u00e0nh Fintech \u2013 di\u1ec5n gi\u1ea3, ti\u1ebfn s\u1ef9 khoa h\u1ecdc H\u1ed3 Qu\u1ed1c Tu\u1ea5n, \u0110H Bristol, UK<\/p>\n\n\n\n 4.1\/ T\u01b0\u01a1ng lai ng\u00e0nh Fintech:<\/p>\n\n\n\n – B\u1eb1ng vi\u1ec7c \u0111\u01b0a ra nh\u1eefng s\u1ed1 li\u1ec7u th\u1ed1ng doanh thu c\u1ee7a ng\u00e0nh n\u00e0y cho t\u1edbi 2030 s\u1ebd l\u00e0 l\u1edbn ho\u1eb7c\u2026 c\u1ef1c l\u1edbn. Tri\u1ec3n v\u1ecdng \u0111\u1ea1t 208 t\u1ef7 \u0111\u00f4 trong m\u1ed9t k\u1ecbch b\u1ea3n \u201cbi quan\u201d nh\u1ea5t ho\u1eb7c 519 t\u1ef7 \u0111\u00f4 trong k\u1ecbch b\u1ea3n thu\u1eadn l\u1ee3i.<\/p>\n\n\n\n – Th\u1ef1c t\u1ebf ng\u00e0nh n\u00e0y \u0111ang c\u00f3 vai tr\u00f2 \u1ee9ng d\u1ee5ng l\u1edbn trong ki\u1ec3m to\u00e1n v\u00e0 \u0111\u1eb7c bi\u1ec7t \u0111\u1eb7t ra y\u00eau c\u1ea7u chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e0nh ng\u00e2n h\u00e0ng.<\/p>\n\n\n\n 4.2\/ C\u00e1c l\u0129nh v\u1ef1c tri\u1ec3n v\u1ecdng:<\/p>\n\n\n\n – Cao nh\u1ea5t l\u00e0 payments, k\u1ebf \u0111\u1ebfn l\u00e0 digital lending, insurance technology,\u2026<\/p>\n\n\n\n – C\u00e1c ng\u00e0nh thu h\u00fat v\u1ed1n \u0111\u1ea7u t\u01b0 m\u1ea1o hi\u1ec3m g\u1ed3m: Edtech, Fintech, Insurtech.<\/p>\n\n\n\n – Nhu c\u1ea7u c\u00f4ng vi\u1ec7c \u0111a dang, kh\u00f4ng ch\u1ec9 l\u00e0 IT<\/p>\n\n\n\n – \u0110\u1eebng ch\u1ec9 nh\u00ecn v\u00e0o data analytics khi ngh\u0129 v\u1ec1 c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p<\/p>\n\n\n\n 4.3\/ Entry level:<\/p>\n\n\n\n – L\u00e0m fintech kh\u00f4ng c\u1ea7n gi\u1ecfi data analytics, ch\u1ec9 c\u1ea7n hi\u1ec3u. Quan tr\u1ecdng ph\u1ea3i c\u00f3 mindset n\u00ean h\u00e3y v\u00e0o l\u00e0m r\u1ed3i chuy\u1ec3n \u0111\u1ed5i.<\/p>\n\n\n\n – M\u1ed9t l\u1ea7n n\u1eefa, anh Tu\u1ea5n c\u0169ng \u0111\u1ec1 cao quan \u0111i\u1ec3m t\u01b0 duy h\u01a1n k\u1ef9 n\u0103ng, \u0111\u1ec3 b\u1eaft \u0111\u1ea7u k\u1ef9 n\u0103ng \u0111\u1ea3m b\u1ea3o 60% b\u00e1n m\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c l\u00e0 \u0111\u1ee7.<\/p>\n\n\n\n 4.4\/ Nh\u1eefng ng\u00e0nh ngh\u1ec1 m\u1edbi n\u1ed5i:<\/p>\n\n\n\n – Fin-fluencer, Metaverse content creator, Maketing investment adviser, Game guides, Crypto VC funds\u2026<\/p>\n\n\n\n – Tuy nhi\u00ean, anh Tu\u1ea5n cho r\u1eb1ng hi\u1ec7n nay xu\u1ea5t hi\u1ec7n bong b\u00f3ng d\u1ef1 \u00e1n trong ng\u00e0nh n\u00e0y. Khi m\u00e0 ngu\u1ed3n cung qu\u00e1 nhu c\u1ea7u v\u00e0 qu\u00e1 gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf th\u00ec \u1eaft h\u1eb3n bong b\u00f3ng s\u1ebd n\u1ed5. Bong b\u00f3ng v\u1ee1 \u0111i v\u1eabn s\u1ebd \u0111\u1ec3 l\u1ea1i n\u1ec1n t\u1ea3ng, nh\u1eefng ai b\u00e1m tr\u1ee5 v\u1eabn l\u00e0 c\u01a1 h\u1ed9i l\u1edbn.<\/p>\n\n\n\n – Bong b\u00f3ng v\u1ee1 \u0111i v\u1eabn s\u1ebd \u0111\u1ec3 l\u1ea1i n\u1ec1n t\u1ea3ng, nh\u1eefng ai b\u00e1m tr\u1ee5 v\u1eabn l\u00e0 c\u01a1 h\u1ed9i l\u1edbn<\/p>\n\n\n\n – C\u00e2u h\u1ecfi c\u1ee7a nhi\u1ec1u kh\u00e1n gi\u1ea3 \u0111\u1eb7t ra l\u00e0 c\u00f3 n\u00ean \u0111\u1ea7u t\u01b0 v\u00e0o ti\u1ec1n m\u00e3 ho\u00e1 kh\u00f4ng? Tuy kh\u00f4ng \u0111\u1ee7 th\u1eddi gian \u0111\u1ec3 di\u1ec5n gi\u1ea3 tr\u1ea3 l\u1eddi nh\u01b0ng theo suy ngh\u0129 c\u1ee7a m\u00ecnh th\u00ec c\u00e2u tr\u1ea3 l\u1eddi s\u1ebd l\u00e0 c\u00f2n tu\u1ef3, ph\u1ee5 thu\u1ed9c b\u1ea1n \u0111\u1ea7u t\u01b0 v\u00e0o d\u1ef1 \u00e1n c\u00f3 ngu\u1ed3n g\u1ed1c th\u1ebf n\u00e0o.<\/p>\n\n\n\n N\u00f3 kh\u00f4ng kh\u00e1c n\u00e0o c\u00e2u h\u1ecfi kinh doanh network maketing c\u00f3 x\u1ea5u kh\u00f4ng? N\u1ebfu \u0111i ch\u00ednh \u0111\u1ea1o th\u00ec ta c\u00f3 th\u1ec3 g\u1ecdi h\u00ecnh th\u1ee9c n\u00e0y l\u00e0 kinh doanh kh\u00f4ng s\u1edf h\u1eefu, b\u00e1n h\u00e0ng tr\u1ef1c ti\u1ebfp, th\u01b0\u01a1ng m\u1ea1i x\u00e3 h\u1ed9i tr\u00ean n\u1ec1n t\u1ea3ng th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed\u2026 N\u1ebfu g\u1eb7p nh\u1eefng c\u00e1 nh\u00e2n, t\u1ed5 ch\u1ee9c \u0111\u1ed9i l\u1ed1t \u201cl\u00f9a g\u00e0\u201d th\u00ec \u0111\u00e2y \u0111\u01b0\u1ee3c bi\u1ebft v\u1edbi c\u00e1i t\u00ean \u0111a c\u1ea5p. D\u00f9 khen, ch\u00ea, y\u00eau, gh\u00e9t th\u00ec network v\u1eabn t\u1ed3n t\u1ea1i c\u1ea3 tr\u0103m n\u0103m t\u1ed1t x\u1ea5u l\u1eabn l\u1ed9n. Do v\u1eady v\u1edbi m\u00ecnh, th\u00ec h\u00ecnh th\u1ee9c \u0111\u1ea7u t\u01b0 ti\u1ec1n m\u00e3 ho\u00e1 c\u0169ng s\u1ebd l\u00e0 t\u01b0\u01a1ng t\u1ef1. Ch\u1ec9 l\u00e0 c\u00e1i x\u1ea5u th\u00ec s\u1ebd b\u1ecb \u0111\u00e0o th\u1ea3i. S\u1edbm th\u00f4i.<\/p>\n\n\n\n 5\/ Ng\u00e0nh Digital Marketing \u2013 Di\u1ec5n gi\u1ea3 H\u1ed3 Ng\u00e3, Gi\u00e1o s\u01b0 \u0110H San Francisco State University, USA<\/p>\n\n\n\n 5.1\/ C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p ng\u00e0nh Digital Marketing:<\/p>\n\n\n\n – \u0110\u00e2y l\u00e0 ng\u00e0nh c\u00f3 c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p, cung kh\u00f4ng \u0111\u1ee7 c\u1ea7u, ph\u00e1t tri\u1ec3n nhanh v\u00e0 l\u1edbn m\u1ea1nh v\u00ec nh\u00e0 nh\u00e0, ng\u01b0\u1eddi ng\u01b0\u1eddi c\u1ea7n chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ec3 kinh doanh. Kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i l\u00e0 m\u1ed9t t\u1eadp \u0111o\u00e0n, m\u1ed9t c\u00f4ng ty, m\u1ed9t c\u00e1 nh\u00e2n \u0111\u01a1n l\u1ebb c\u0169ng c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n Digital Marketing cho ho\u1ea1t \u0111\u1ed9ng kinh doanh.<\/p>\n\n\n\n – Tr\u01b0\u1edbc \u0111\u00e2y 80% chi ph\u00ed Marketing \u0111i v\u00e0o truy\u1ec1n h\u00ecnh, qu\u1ea3ng c\u00e1o, ng\u00e0y n\u00e0y 80% \u0111i v\u00e0o nh\u00e2n s\u1ef1, \u0111\u00e2y c\u0169ng l\u00e0 minh ch\u1ee9ng cho vi\u1ec7c ph\u00e1t tri\u1ec3n nhu c\u1ea7u nh\u00e2n s\u1ef1 trong t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh n\u00e0y.<\/p>\n\n\n\n 5.2\/ K\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft: Digital skill li\u00ean quan v\u1eadn h\u00e0nh web, app\u2026 v\u00e0 c\u1ea7n c\u00f3 ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng v\u1ec1 MKT. M\u1edbi v\u00e0o ngh\u1ec1 c\u1ea7n k\u1ef9 n\u0103ng v\u00e0 \u0111i s\u00e2u th\u00ec c\u1ea7n t\u01b0 duy. \u0110\u00edch \u0111\u1ebfn c\u1ee7a MTK v\u1eabn l\u00e0 x\u00e2y d\u1ef1ng t\u00ecnh y\u00eau c\u1ee7a kh\u00e1ch h\u00e0ng cho th\u01b0\u01a1ng hi\u1ec7u, l\u00e0 \u0111\u01b0\u1eddng d\u00e0i ch\u1ee9 kh\u00f4ng ph\u1ea3i l\u00e0 gia t\u0103ng kh\u00e1ch h\u00e0ng ngay l\u1eadp t\u1ee9c.<\/p>\n\n\n\n 5.3\/ S\u1ef1 thay \u0111\u1ed5i c\u1ee7a Digital Marketing ng\u00e0y nay:<\/p>\n\n\n\n – H\u00e0nh vi kh\u00e1ch h\u00e0ng thay \u0111\u1ed5i trong search and share n\u00ean c\u00e1c l\u00fd thuy\u1ebft MKT c\u0169ng ph\u1ea3i thay \u0111\u1ed5i. N\u1ebfu nh\u01b0 media tr\u01b0\u1edbc \u0111\u00e2y l\u00e0 m\u1ed9t chi\u1ec1u, th\u00ec ng\u00e0y nay l\u00e0 \u0111a chi\u1ec1u. S\u1ef1 thay \u0111\u1ed5i v\u1ec1 c\u1ea1nh tranh trong MKT c\u0169ng chuy\u1ec3n t\u1eeb c\u1ea1nh tranh brand, Market share sang c\u1ea1nh tranh data, mindshare, wallet share\u2026<\/p>\n\n\n\n – Do \u0111\u00f3, th\u1eadt sai l\u1ea7m n\u1ebfu ph\u1ee5 thu\u1ed9c v\u00e0o qu\u1ea3ng c\u00e1o b\u00e1n h\u00e0ng m\u00e0 kh\u00f4ng x\u00e2y long term brand. Sai l\u1ea7m \u1ea5y ng\u00e0y c\u00e0ng th\u1ec3 hi\u1ec7n r\u00f5 khi Facebook \u0111ang b\u1ecb Apple h\u1ea1n ch\u1ebf kh\u1ea3 n\u0103ng t\u00ecm ki\u1ebfm h\u00e0nh vi kh\u00e1ch h\u00e0ng v\u00e0 ti\u1ebfn t\u1edbi l\u00e0 Google.<\/p>\n\n\n\n 5.4\/ Marketing post-Facebook<\/p>\n\n\n\n – N\u1ebfu nh\u01b0 kh\u00f4ng th\u1ec3 s\u1eed d\u1ee5ng qu\u1ea3ng c\u00e1o FB, hay n\u00f3i \u0111\u00fang h\u01a1n l\u00e0 qu\u1ea3ng c\u00e1o FB kh\u00f4ng c\u00f2n hi\u1ec7u qu\u1ea3 th\u00ec c\u00e1c nh\u00e3n h\u00e0ng n\u00ean l\u00e0m g\u00ec? L\u1ef1a ch\u1ecdn nhanh v\u00e0 ngay mang t\u00ednh ch\u1ea5t \u201cch\u1eefa ch\u00e1y\u201d \u0111\u00f3 ch\u00ednh l\u00e0 gi\u1ea3m chi ph\u00ed qu\u1ea3ng c\u00e1o FB, chuy\u1ec3n qu\u1ea3ng c\u00e1o \u0111a k\u00eanh.<\/p>\n\n\n\n – Gia t\u0103ng ho\u1ea1t \u0111\u1ed9ng social media, content, organic reach\u2026<\/p>\n\n\n\n – Chi\u1ebfn l\u1ef1\u01a1c l\u00e2u d\u00e0i \u0111\u00f3 l\u00e0 Inbound Marketing l\u00e0m cho th\u01b0\u01a1ng hi\u1ec7u c\u1ee7a b\u1ea1n \u201ch\u1eefu x\u1ea1 t\u1ef1 nhi\u00ean h\u01b0\u01a1ng\u201d. Inbound Marketing ch\u1eafc ch\u1eafn l\u00e0 ngh\u1ec1 hot trong nh\u1eefng n\u0103m t\u1edbi.- Gi\u1edd \u0111\u00e2y, c\u00e1c c\u00f4ng ty, nh\u00e3n h\u00e0ng c\u1ea7n ph\u1ea3i thay th\u1ebf process \u0110i v\u00e0o \u2013 mua \u2013 mua ti\u1ebfp \u2013 mua th\u00eam. Ch\u1ee9 kh\u00f4ng ph\u1ea3i l\u00e0 kh\u00e1ch m\u1edbi li\u00ean t\u1ee5c. Do v\u1eady, khi qu\u1ea3ng c\u00e1o c\u00f3 v\u1ea5n \u0111\u1ec1, data m\u1edbi hi\u1ebfm h\u01a1n th\u00ec ch\u0103m s\u00f3c kh\u00e1ch c\u0169 v\u00e0 \u0111\u00e0o s\u00e2u r\u1ea5t quan tr\u1ecdng. Do v\u1eady c\u00e1c ng\u00e0nh ngh\u1ec1 li\u00ean quan d\u1ef1 b\u00e1o conversion, retention and development c\u0169ng s\u1ebd l\u00e0 nh\u1eefng ng\u00e0nh ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n – Vi\u1ec7c qu\u1ea3ng c\u00e1o b\u1ecb h\u1ea1n ch\u1ebf nh\u01b0 m\u1ed9t s\u1ef1 ph\u00e1t tri\u1ec3n cho Marketing n\u00f3i chung. B\u1edfi l\u1ebd, qu\u1ea3ng c\u00e1o ch\u1ec9 l\u00e0 m\u1ed9t kh\u00eda c\u1ea1nh nh\u1ecf c\u1ee7a MKT nh\u01b0ng tr\u01b0\u1edbc nay \u0111\u01b0\u1ee3c ch\u00fa \u00fd qu\u00e1 nhi\u1ec1u v\u00ec nh\u1eefng m\u1ee5c ti\u00eau con s\u1ed1 v\u00e0 v\u1edbi th\u1ef1c tr\u1ea1ng hi\u1ec7n t\u1ea1i th\u00ec bu\u1ed9c doanh nghi\u1ec7p \u0111\u1eb7t v\u1ea5n \u0111\u1ec1 \u0111\u00e0o s\u00e2u v\u00e0 x\u00e2y d\u1ef1ng long term brand l\u00ean s\u1ed1 m\u1ed9t.<\/p>\n\n\n\n 6\/ Nh\u1eefng \u0111i\u1ec1u \u0111\u1ecdng l\u1ea1i sau c\u00f9ng c\u1ee7a m\u00ecnh, sau khi l\u1eafng nghe c\u1ea3 5 b\u00e0i chia s\u1ebb c\u1ee7a c\u00e1c di\u1ec5n gi\u1ea3:<\/p>\n\n\n\n – Ng\u00e0nh digital n\u00f3i chung \u0111ang r\u1ea5t thi\u1ebfu ngu\u1ed3n nh\u00e2n s\u1ef1, th\u1eadm ch\u00ed \u1edf M\u1ef9 c\u00f3 nh\u1eefng n\u01a1i tuy\u1ec3n d\u1ee5ng nh\u00e2n s\u1ef1 data analytics kh\u00f4ng c\u1ea7n b\u1eb1ng c\u1ea5p, ch\u1ec9 c\u1ea7n l\u00e0m \u0111\u01b0\u1ee3c vi\u1ec7c. <\/em>\u0110\u1ec3 b\u1eaft \u0111\u1ea7u, b\u1ea1n c\u1ea7n \u0111\u1ea3m b\u1ea3o \u0111\u01b0\u1ee3c kho\u1ea3ng 60% nh\u1eefng k\u1ef9 n\u0103ng m\u00e0 ng\u00e0nh \u0111\u1eb7t ra l\u00e0 \u0111\u1ee7, r\u1ed3i t\u1eeb \u0111\u00f3 ph\u00e1t tri\u1ec3n th\u00eam. Kh\u00f4ng c\u00f3 s\u1ef1 ho\u00e0n h\u1ea3o ngay l\u00fac b\u1eaft \u0111\u1ea7u, ch\u1ec9 c\u00f3 b\u1eaft \u0111\u1ea7u, l\u00e0m, s\u1eeda sai m\u1edbi ra s\u1ef1 ho\u00e0n thi\u1ec7n (v\u1eabn l\u00e0 kh\u00f4ng c\u00f3 ho\u00e0n h\u1ea3o \u0111\u00e2u).<\/p>\n\n\n\n – Tuy nhi\u00ean, \u0111\u1eebng th\u1ea5y c\u00e1c di\u1ec5n gi\u1ea3 n\u00f3i v\u1ec1 t\u01b0\u01a1ng lai ngh\u1ec1 Digital th\u00eanh thang m\u00e0 ngay l\u1eadp t\u1ee9c lao v\u00e0o b\u1eaft trend. Vi\u1ec7c \u0111\u1ea7u ti\u00ean c\u1ea7n l\u00e0m l\u00e0 \u0111\u1eb7t cho m\u00ecnh c\u00e2u h\u1ecfi WHY, t\u1ea1i sao m\u00ecnh mu\u1ed1n ch\u1ecdn ngh\u1ec1 n\u00e0y? M\u00ecnh th\u1eadt s\u1ef1 t\u00ecm th\u1ea5y \u0111i\u1ec1u g\u00ec h\u1ea5p d\u1eabn (ngo\u00e0i y\u1ebfu t\u1ed1 l\u01b0\u01a1ng)? M\u00ecnh mu\u1ed1n ti\u1ebfn xa \u0111\u1ebfn \u0111\u00e2u? Khi x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c m\u1ed9t l\u00fd do \u0111\u1ee7 l\u1edbn \u0111\u1ec3 b\u1eaft \u0111\u1ea7u h\u00e3y ti\u1ebfp t\u1ee5c v\u1edbi nh\u1eefng c\u00e2u h\u1ecfi: Ng\u00e0nh n\u00e0y y\u00eau c\u1ea7u g\u00ec? L\u00e0m sao \u0111\u1ec3 m\u00ecnh b\u1ed3i \u0111\u1eafp k\u1ef9 n\u0103ng \u0111\u00f3? Hi\u1ec7n nay c\u00f3 r\u1ea5t nhi\u1ec1u ngu\u1ed3n h\u1ecdc online, offline, do \u0111\u00f3 kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i b\u1ecf h\u1ecdc, ngh\u1ec9 vi\u1ec7c, b\u1ecf ngang \u0111\u1ec3 sang m\u1ed9t ng\u00e0nh m\u1edbi. <\/p>\n\n\n\n – T\u1ea5t c\u1ea3 c\u00e1c di\u1ec5n gi\u1ea3 \u0111\u1ed3ng t\u00ecnh r\u1eb1ng \u0111\u1ec3 b\u1eaft \u0111\u1ea7u b\u1ea1n c\u1ea7n k\u1ef9 n\u0103ng nh\u01b0ng \u0111\u1ec3 \u0111i xa v\u00e0 v\u01b0\u01a1n cao th\u00ec b\u1ea1n c\u1ea7n ph\u00e1t tri\u1ec3n t\u01b0 duy v\u1ec1 ngh\u1ec1 nghi\u1ec7p.<\/p>\n\n\n\n – Sau c\u00f9ng th\u00ec c\u00f4ng ngh\u1ec7 c\u0169ng v\u1eabn l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111\u1ec3 ph\u1ee5c v\u1ee5, n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a con ng\u01b0\u1eddi, t\u1ed1i \u01b0u n\u0103ng su\u1ea5t lao \u0111\u1ed9ng, thu h\u1eb9p kho\u1ea3ng c\u00e1ch x\u00e3 h\u1ed9i\u2026 ch\u1ee9 kh\u00f4ng ph\u1ea3i c\u00f4ng ngh\u1ec7 s\u1ebd chi ph\u1ed1i con ng\u01b0\u1eddi. C\u00f4ng ngh\u1ec7, nh\u1ea5t \u0111\u1ecbnh c\u1ea7n l\u00e0 v\u1ecb nh\u00e2n sinh.<\/p>\n\n\n\n 7\/ Ch\u1ee7 \u0111\u1ec1 Webinar ti\u1ebfp theo: “How to build a data analytics platform?”.<\/em><\/p>\n\n\n\n Anh Ng\u00e3 \u0111\u00e3 h\u00e9 l\u1ed9 m\u1ed9t ch\u00fat v\u1ec1 d\u1ef1 \u00e1n th\u1ed1ng k\u00ea d\u1ef1 b\u00e1o s\u1ed1 ng\u01b0\u1eddi nh\u1eadp vi\u1ec7n Covid trong 28 ng\u00e0y t\u1edbi t\u1ea1i M\u1ef9 v\u00e0 m\u00f4 h\u00ecnh n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng v\u1ec1 \u0111\u1ed9 ch\u00ednh x\u00e1c cao trong su\u1ed1t 2 n\u0103m qua. <\/p>\n\n\n\n (?) C\u00e2u h\u1ecfi ngay l\u1eadp t\u1ee9c n\u1ea9y l\u00ean trong \u0111\u1ea7u m\u00ecnh l\u00e0 li\u1ec7u vi\u1ec7c training data \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u1ebf n\u00e0o v\u00e0 c\u00f3 b\u1ecb “over fitting” kh\u00f4ng? Tuy nhi\u00ean v\u1edbi t\u00ednh ch\u00ednh x\u00e1c cao nh\u01b0 v\u1eady, v\u00e0 vi\u1ec7c v\u1eadn h\u00e0nh nh\u01b0 anh chia s\u1ebb ch\u1ec9 c\u1ea7n 3 ng\u01b0\u1eddi th\u00ec ch\u1eafc h\u1eb3n webinar t\u1edbi s\u1ebd l\u1ea1i m\u1ed9t l\u1ea7n n\u1eefa ch\u00fang ta \u0111\u01b0\u1ee3c m\u1edf mang t\u1ea7m m\u1eaft.<\/p>\n\n\n\n Cu\u1ed1i c\u00f9ng em xin \u0111\u01b0\u1ee3c g\u1eedi l\u1eddi c\u1ea3m \u01a1n ch\u00e2n th\u00e0nh nh\u1ea5t \u0111\u1ebfn 5 di\u1ec5n gi\u1ea3, m\u1ed9t anh Ace nh\u1eb9 nh\u00e0ng, m\u1ed9t anh Thi\u1ec7n h\u00e0i h\u01b0\u1edbc, anh Hi\u1ebfu nhi\u1ec7t huy\u1ebft, anh Tu\u1ea5n \u0111i\u1ec1m t\u0129nh v\u00e0 anh Ng\u00e3 th\u00e2n thi\u1ec7n \u0111\u00e3 mang \u0111\u1ebfn b\u1ee9c tranh t\u01b0\u01a1ng lai ngh\u1ec1 nghi\u1ec7p ng\u00e0nh digital kh\u00f4ng th\u1ec3 sinh \u0111\u1ed9ng v\u00e0 \u0111a s\u1eafc h\u01a1n. C\u1ea3m \u01a1n BTC \u0111\u00e3 \u00e2m th\u1ea7m c\u1ed1ng hi\u1ebfn cho th\u00e0nh c\u00f4ng chung c\u1ea3 ch\u01b0\u01a1ng tr\u00ecnh.\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"