Ng\u00e0y nay, c\u00f3 thi\u1ebfu h\u1ee5t tr\u1ea7m tr\u1ecdng nh\u1eefng ng\u01b0\u1eddi c\u00f3 k\u0129 n\u0103ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). M\u1eb7c d\u1ea7u nhi\u1ec1u tr\u01b0\u1eddng \u0111ang th\u00eam c\u00e1c l\u1edbp AI v\u00e0o ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o c\u1ee7a h\u1ecd, \u0111i\u1ec1u \u0111\u00f3 v\u1eabn KH\u00d4NG \u0111\u1ee7 v\u00ec nhu c\u1ea7u \u0111ang b\u00f9ng n\u1ed5 v\u1edbi \u00edt ng\u01b0\u1eddi t\u1ed1t nghi\u1ec7p trong AI . C\u00e1c c\u00f4ng ti \u0111ang ph\u00e0n n\u00e0n r\u1eb1ng qu\u00e1 \u00edt ng\u01b0\u1eddi t\u1ed1t nghi\u1ec7p AI \u0111\u00e3 t\u00e1c \u0111\u1ed9ng t\u1edbi s\u1ef1 t\u0103ng tr\u01b0\u1edfng ti\u1ec1m n\u0103ng c\u1ee7a h\u1ecd v\u00e0 m\u1ed9t s\u1ed1 nh\u00e0 kinh t\u1ebf n\u00f3i \u0111i\u1ec1u \u0111\u00f3 c\u00f3 th\u1ec3 l\u00e0m ch\u1eadm s\u1ef1 t\u0103ng tr\u01b0\u1edfng kinh t\u1ebf M\u0129 trong n\u0103m n\u0103m t\u1edbi. Nhi\u1ec1u nh\u00e0 kinh t\u1ebf tin r\u1eb1ng AI c\u00f3 ti\u1ec1m n\u0103ng thay \u0111\u1ed5i n\u1ec1n kinh t\u1ebf theo c\u00f9ng c\u00e1ch m\u00e0 \u0111\u1ed9ng c\u01a1 h\u01a1i n\u01b0\u1edbc, \u0111i\u1ec7n v\u00e0 m\u00e1y t\u00ednh \u0111\u00e3 l\u00e0m trong c\u00e1c cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p tr\u01b0\u1edbc. Tuy nhi\u00ean, t\u1ed1c \u0111\u1ed9 c\u1ee7a thay \u0111\u1ed5i s\u1ebd tu\u1ef3 thu\u1ed9c v\u00e0o s\u1ef1 s\u1eb5n c\u00f3 t\u00e0i n\u0103ng k\u0129 thu\u1eadt v\u00e0 hi\u1ec7n th\u1eddi, m\u1ecdi c\u00f4ng ti \u0111\u1ec1u g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c t\u00ecm ra c\u00f4ng nh\u00e2n AI c\u00f3 \u0111\u1ee7 ph\u1ea9m ch\u1ea5t.<\/p>\n
T\u1ea5t nhi\u00ean, c\u00e1c \u0111\u1ea1i h\u1ecdc \u0111ang c\u1ed1 b\u1eaft k\u1ecbp. S\u1ed1 ng\u01b0\u1eddi xin v\u00e0o h\u1ecdc ch\u01b0\u01a1ng tr\u00ecnh AI c\u1ee7a Berkeley \u0111\u00e3 l\u00ean t\u1edbi s\u1ed1 300 ng\u01b0\u1eddi t\u1eeb m\u1ed9t th\u1eadp k\u1ec9 tr\u01b0\u1edbc, nh\u01b0ng n\u0103m ngo\u00e1i \u0111\u00e3 v\u1ecdt l\u00ean tr\u00ean hai ngh\u00ecn. T\u1ea1i \u0110\u1ea1i h\u1ecdc Illinois, m\u00f4n nh\u1eadp m\u00f4n v\u00e0o AI \u0111\u00e3 t\u0103ng g\u1ea5p ba s\u1ed1 sinh vi\u00ean t\u1eeb n\u0103m ngo\u00e1i. \u0110\u1ea1i h\u1ecdc Carnegie Mellon l\u00e0 tr\u01b0\u1eddng \u0111\u1ea7u ti\u00ean c\u1ea5p b\u1eb1ng v\u1ec1 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 s\u1ed1 ng\u01b0\u1eddi xin v\u00e0o \u0111\u00e3 t\u0103ng l\u00ean v\u00e0i ngh\u00ecn ng\u01b0\u1eddi. Nh\u01b0ng s\u1ebd m\u1ea5t nhi\u1ec1u n\u0103m \u0111\u1ec3 \u0111\u00e1p \u1ee9ng cho nhu c\u1ea7u cao c\u1ee7a c\u00f4ng nghi\u1ec7p. Tuy nhi\u00ean, nhi\u1ec1u ng\u01b0\u1eddi kh\u00f4ng mu\u1ed1n ch\u1edd \u0111\u1ee3i v\u00e0 con s\u1ed1 ng\u01b0\u1eddi ghi danh v\u00e0o c\u00e1c m\u00f4n AI t\u1ea1i MOOCs c\u0169ng t\u0103ng l\u00ean n\u0103m l\u1ea7n nhi\u1ec1u h\u01a1n n\u0103m ngo\u00e1i.<\/p>\n
Khi cung \u00edt h\u01a1n c\u1ea7u, \u0111i\u1ec1u \u0111\u00f3 d\u1eabn t\u1edbi t\u0103ng l\u01b0\u01a1ng. Ng\u01b0\u1eddi ta \u01b0\u1edbc l\u01b0\u1ee3ng r\u1eb1ng l\u01b0\u01a1ng trung b\u00ecnh cho c\u00e1c vi\u1ec7c l\u00e0m li\u00ean quan t\u1edbi AI t\u0103ng l\u00ean tr\u00ean 10% trong v\u00e0i th\u00e1ng qua \u0111\u1ea1t t\u1edbi $120,000 cho m\u1ee9c m\u1edbi v\u00e0o ngh\u1ec1. Nhi\u1ec1u c\u00f4ng ti \u1ea4n \u0110\u1ed9 c\u0169ng b\u00e1o c\u00e1o r\u1eb1ng c\u00e1c k\u0129 s\u01b0 AI b\u00e2y gi\u1edd \u0111\u1ee7 t\u01b0 c\u00e1ch \u0111\u00f2i $400 t\u1edbi $600 m\u1ed9t gi\u1edd cho c\u00e1c d\u1ef1 \u00e1n kho\u00e1n ngo\u00e0i c\u1ee7a h\u1ecd, nhi\u1ec1u g\u1ea5p ba l\u01b0\u01a1ng tr\u1ea3 ch\u1ec9 v\u00e0i n\u0103m tr\u01b0\u1edbc.<\/p>\n
Ph\u1ea7n l\u1edbn nh\u1eefng quan ch\u1ee9c \u0111i\u1ec1u h\u00e0nh tin r\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 t\u1ef1 \u0111\u1ed9ng ho\u00e1 s\u1ebd t\u00e1c \u0111\u1ed9ng l\u00ean m\u1ecdi th\u1ee9 trong v\u00e0i n\u0103m t\u1edbi v\u00e0 h\u1ecd \u0111\u00e3 \u0111\u1ea7u t\u01b0 h\u00e0ng t\u1ec9 \u0111\u00f4 la v\u00e0o trong c\u00f4ng ngh\u1ec7 n\u00e0y. M\u1ed9t trong nh\u1eefng \u0111\u1ea7u t\u01b0 quan tr\u1ecdng nh\u1ea5t l\u00e0 trung t\u00e2m AI c\u1ee7a MIT \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c tr\u00ean m\u1ed9t t\u1ec9 \u0111\u00f4 la. AI \u0111ang chuy\u1ec3n \u0111\u1ed9ng nhanh v\u00e0 ng\u00e0y nay c\u00e1c c\u00f4ng ti c\u1ea7n nhi\u1ec1u c\u00f4ng nh\u00e2n c\u00f3 k\u0129 n\u0103ng h\u01a1n. L\u00e0 sinh vi\u00ean, n\u1ebfu b\u1ea1n kh\u00f4ng \u0111i theo xu h\u01b0\u1edbng n\u00e0y v\u00e0 b\u1eaft \u0111\u1ea7u h\u1ecdc v\u1ec1 h\u1ecdc m\u00e1y, robotics, t\u1ef1 \u0111\u1ed9ng ho\u00e1 v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, b\u1ea1n c\u00f3 th\u1ec3 b\u1ecf l\u1ee1 ch\u00ednh c\u01a1 h\u1ed9i t\u1ed1t n\u00e0y.<\/p>\n
<\/p>\n
—English version—<\/p>\n
<\/p>\n
Artificial Intelligence<\/p>\n
Today, there is a critical shortage of people with Artificial Intelligence (AI) skills. Although many schools are adding AI classes to their curriculum, it is NOT enough because the demand is exploding with a few graduates in AI . Companies are complaining that too few AI-graduates has impeded their potential growth and some economists say it could slow down U.S. economic growth in the next five years. Many economists believe AI has the potential to change the economy in the same way that steam engine, electricity, and the computer did in the previous industrial revolutions. However, the speed of the change will depend on the availability of technical talent and currently, every company is having difficulty in finding qualified AI workers.<\/p>\n
Of course, universities are trying to keep up. Applicants to Berkeley\u2019s AI program numbered 300 applicants a decade ago, but by last year had surged to over two thousand. At the University of Illinois, the introduction to AI course had tripled the number of students since last year. Carnegie Mellon University is the first school to offer a degree in Artificial Intelligence and the number of applicants has increased to several thousand. But it would take many years to meet the industry\u2019s high demand. However, many people do not want to wait and the number of people who enrolled in the AI courses at MOOCs also increase five times more than last year.<\/p>\n
When supply is less than demand, it drives up wages. It is estimated that the average salaries for AI-related jobs rose over 10% in the past few months to $120,000 for an entry level. Several Indian companies also reported that AI engineers now command $400 to $600 an hour for their outsourcing projects, more than triple the pay just a few years ago.<\/p>\n
Most executives believe that artificial intelligence and automation will impact everything in the next few years and they have invested billions of dollars into this technology. One of the most important investment is the MIT \u2018s AI center that received over one billion dollars. AI is moving fast and companies need more skilled workers today. As students, if you do not follow the trends and start to learn about machine learning, robotics, automation, and Artificial intelligence, you may be missing a very good opportunity.<\/p>\n
<\/p>\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
Ng\u00e0y nay, c\u00f3 thi\u1ebfu h\u1ee5t tr\u1ea7m tr\u1ecdng nh\u1eefng ng\u01b0\u1eddi c\u00f3 k\u0129 n\u0103ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). M\u1eb7c d\u1ea7u nhi\u1ec1u tr\u01b0\u1eddng \u0111ang th\u00eam c\u00e1c l\u1edbp … <\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26],"tags":[],"class_list":["post-6065","post","type-post","status-publish","format-standard","hentry","category-xu-huong-cong-nghe"],"_links":{"self":[{"href":"https:\/\/science-technology.vn\/index.php?rest_route=\/wp\/v2\/posts\/6065","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/science-technology.vn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/science-technology.vn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/science-technology.vn\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/science-technology.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6065"}],"version-history":[{"count":1,"href":"https:\/\/science-technology.vn\/index.php?rest_route=\/wp\/v2\/posts\/6065\/revisions"}],"predecessor-version":[{"id":6066,"href":"https:\/\/science-technology.vn\/index.php?rest_route=\/wp\/v2\/posts\/6065\/revisions\/6066"}],"wp:attachment":[{"href":"https:\/\/science-technology.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6065"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/science-technology.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6065"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/science-technology.vn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6065"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}