{"id":21404,"date":"2021-06-11T18:32:20","date_gmt":"2021-06-11T11:32:20","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=21404"},"modified":"2022-12-15T20:15:55","modified_gmt":"2022-12-15T13:15:55","slug":"viec-lam-machine-learning-co-ban","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/viec-lam-machine-learning-co-ban\/","title":{"rendered":"Nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng v\u00e0 M\u1ee9c l\u01b0\u01a1ng Machine Learning c\u01a1 b\u1ea3n tr\u00ean th\u1ecb tr\u01b0\u1eddng"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung b\u00e0i vi\u1ebft<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/itviec.com\/blog\/viec-lam-machine-learning-co-ban\/#Hieu_kien_thuc_Machine_Learning_co_ban_thi_co_the_lam_vi_tri_nao\" >Hi\u1ec3u ki\u1ebfn th\u1ee9c Machine Learning c\u01a1 b\u1ea3n th\u00ec c\u00f3 th\u1ec3 l\u00e0m v\u1ecb tr\u00ed n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/itviec.com\/blog\/viec-lam-machine-learning-co-ban\/#Muc_luong_Machine_Learning_co_ban_tren_thi_truong\" >M\u1ee9c l\u01b0\u01a1ng Machine Learning c\u01a1 b\u1ea3n tr\u00ean th\u1ecb tr\u01b0\u1eddng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/itviec.com\/blog\/viec-lam-machine-learning-co-ban\/#Nhung_ky_nang_va_to_chat_can_thiet_khi_lam_viec_voi_Machine_Learning_co_ban\" >Nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 t\u1ed1 ch\u1ea5t c\u1ea7n thi\u1ebft khi l\u00e0m vi\u1ec7c v\u1edbi Machine Learning c\u01a1 b\u1ea3n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/itviec.com\/blog\/viec-lam-machine-learning-co-ban\/#Tai_lieu_tham_khao_Machine_Learning_co_ban\" >T\u00e0i li\u1ec7u tham kh\u1ea3o Machine Learning c\u01a1 b\u1ea3n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/itviec.com\/blog\/viec-lam-machine-learning-co-ban\/#Machine_Learning_Project_Manager_trong_nganh_IT_noi_gi\" >Machine Learning Project Manager trong ng\u00e0nh IT n\u00f3i g\u00ec?<\/a><\/li><\/ul><\/nav><\/div>\n\r\n<p><strong><em>Ch\u1ec9 c\u1ea7n hi\u1ec3u Machine Learning c\u01a1 b\u1ea3n l\u00e0 b\u1ea1n \u0111\u00e3 c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c trong ng\u00e0nh Machine Learning. \u0110\u00e2y l\u00e0 m\u1ed9t ngh\u1ec1 h\u1ea5p d\u1eabn v\u1edbi thu nh\u1eadp kh\u00e1 cao so v\u1edbi t\u1ed5ng quan v\u1ec1 <a href=\"https:\/\/itviec.com\/blog\/bao-cao-luong-it\/?utm_source=blog&amp;utm_medium=internal-link&amp;utm_campaign=salary-report-2022&amp;utm_content=dec2022\" target=\"_blank\" rel=\"noopener\">l\u01b0\u01a1ng IT<\/a> tr\u00ean th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam n\u00ean \u0111ang thu h\u00fat nhi\u1ec1u s\u1ef1 ch\u00fa \u00fd trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y. N\u1ebfu kh\u00f4ng gi\u1ecfi code, b\u1ea1n v\u1eabn ho\u00e0n to\u00e0n c\u00f3 c\u01a1 h\u1ed9i l\u00e0m vi\u1ec7c v\u1edbi \u201cm\u00e1y h\u1ecdc&#8221; v\u00ec Machine Learning Engineer kh\u00f4ng ph\u1ea3i l\u00e0 v\u1ecb tr\u00ed duy nh\u1ea5t li\u00ean quan \u0111\u1ebfn Machine Learning.<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p>Trong b\u00e0i vi\u1ebft tr\u01b0\u1edbc v\u1ec1 \u201c<strong><a href=\"https:\/\/itviec.com\/blog\/machine-learning-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning l\u00e0 g\u00ec?<\/a><\/strong>\u201d, L\u00ea H\u1eefu Long &#8211; <strong>Machine Learning Project Manager<\/strong> t\u1ea1i <a href=\"https:\/\/itviec.com\/companies\/cinnamon-ai-labs\" target=\"_blank\" rel=\"noopener\"><strong>Cinnamon AI<\/strong><\/a> &#8211; m\u1ed9t c\u00f4ng ty Machine Learning t\u1eeb Nh\u1eadt B\u1ea3n, \u0111\u00e3 c\u00f3 nh\u1eefng chia s\u1ebb v\u00f4 c\u00f9ng th\u00fa v\u1ecb v\u1ec1 Machine Learning c\u01a1 b\u1ea3n l\u00e0 g\u00ec. Nh\u1eb1m hi\u1ec3u h\u01a1n v\u1ec1 nh\u1eefng c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p c\u00f3 li\u00ean quan \u0111\u1ebfn Machine Learning c\u01a1 b\u1ea3n c\u0169ng nh\u01b0 k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft \u0111\u1ec3 tham gia v\u00e0o ngh\u1ec1 Machine Learning, h\u00e3y c\u00f9ng \u0111\u1ecdc b\u00e0i vi\u1ebft n\u00e0y.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>B\u00e0i vi\u1ebft \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n d\u01b0\u1edbi g\u00f3c nh\u00ecn v\u00e0 th\u00f4ng tin c\u1ee7a anh L\u00ea H\u1eefu Long.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"640\" class=\"wp-image-21262\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-1-480x640.jpg\" alt=\"machine learning c\u01a1 b\u1ea3n - ngh\u1ec1 project manager\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-1.jpg 480w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-1-225x300.jpg 225w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-1-150x200.jpg 150w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-1-75x100.jpg 75w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-1-338x450.jpg 338w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-nh-ng-c-ng-vi-c-li-n-quan-n-machine-learning-c-b-n\"><span class=\"ez-toc-section\" id=\"Hieu_kien_thuc_Machine_Learning_co_ban_thi_co_the_lam_vi_tri_nao\"><\/span><strong>Hi\u1ec3u ki\u1ebfn th\u1ee9c Machine Learning c\u01a1 b\u1ea3n th\u00ec c\u00f3 th\u1ec3 l\u00e0m v\u1ecb tr\u00ed n\u00e0o?<br \/><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>Machine Learning c\u01a1 b\u1ea3n ch\u00ednh l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh chuy\u00ean \u201ch\u1ecdc&#8221; d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra nh\u1eefng gi\u1ea3i th\u00edch, d\u1ef1 \u0111o\u00e1n t\u1eeb t\u1ec7p d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o. T\u1eeb nh\u1eefng d\u1ef1 \u0111o\u00e1n do Machine Learning \u0111\u01b0a ra, con ng\u01b0\u1eddi c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh AI.<\/p>\r\n<p>V\u1eady n\u1ebfu mu\u1ed1n l\u00e0m vi\u1ec7c v\u1edbi Machine Learning th\u00ec b\u1ea1n c\u00f3 th\u1ec3 l\u00e0m \u1edf nh\u1eefng v\u1ecb tr\u00ed n\u00e0o?<\/p>\r\n\r\n\r\n\r\n<h3><strong>C\u1ea5u tr\u00fac m\u1ed9t ph\u00f2ng Machine Learning c\u01a1 b\u1ea3n<\/strong><\/h3>\r\n\r\n\r\n\r\n<p>Long chia s\u1ebb v\u1ec1 nh\u1eefng v\u1ecb tr\u00ed l\u00e0m vi\u1ec7c v\u1edbi Machine Learning hi\u1ec7n \u0111ang c\u00f3 trong c\u1ea5u tr\u00fac c\u1ee7a Cinnamon AI, n\u01a1i Long \u0111ang c\u00f4ng t\u00e1c. Nh\u1eefng v\u1ecb tr\u00ed n\u00e0y c\u00f3 th\u1ec3 thay \u0111\u1ed5i t\u00f9y theo m\u00f4 h\u00ecnh doanh nghi\u1ec7p.<\/p>\r\n\r\n\r\n\r\n<p>Ngo\u00e0i nh\u1eefng v\u1ecb tr\u00ed li\u00ean quan \u0111\u1ebfn doanh nghi\u1ec7p (Sales, Business Development, Business, Analyst,&#8230;), team l\u00e0m d\u1ef1 \u00e1n Machine Learning c\u01a1 b\u1ea3n s\u1ebd bao g\u1ed3m:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Ng\u01b0\u1eddi x\u1eed l\u00fd d\u1eef li\u1ec7u: \u1ede Cinnamon AI, v\u1ecb tr\u00ed \u0111\u00f3 c\u00f3 t\u00ean l\u00e0 QA Language &#8211; ng\u01b0\u1eddi c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u0103n b\u1ea3n\/label\/\u0111\u1ecdc hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a cho m\u00e1y h\u1ecdc.<\/li>\r\n<li>Machine Learning Engineer<\/li>\r\n<li>Software Engineer: V\u1ecb tr\u00ed n\u00e0y \u1edf m\u1ed7i team d\u1ef1 \u00e1n s\u1ebd t\u00f9y thu\u1ed9c v\u00e0o y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng. N\u1ebfu kh\u00e1ch h\u00e0ng ch\u1ec9 c\u1ea7n core AI model th\u00f4i th\u00ec team kh\u00f4ng c\u1ea7n d\u1ef1ng software. V\u1edbi nh\u1eefng kh\u00e1ch h\u00e0ng ch\u01b0a c\u00f3 h\u1ec7 th\u1ed1ng, ch\u01b0a c\u00f3 ph\u1ea7n m\u1ec1m th\u00ec s\u1ebd y\u00eau c\u1ea7u team d\u1ef1 \u00e1n l\u00e0m ph\u1ea7n m\u1ec1m lu\u00f4n cho h\u1ecd.<\/li>\r\n<li>QA System<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>Trong ph\u1ea1m vi b\u00e0i vi\u1ebft n\u00e0y, anh Long \u0111\u00e3 chia s\u1ebb chi ti\u1ebft h\u01a1n v\u1ec1 hai v\u1ecb tr\u00ed Machine Learning c\u01a1 b\u1ea3n l\u00e0 <strong>Machine Learning Engineer<\/strong> v\u00e0 <strong>Machine Learning Project Manager<\/strong>.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" class=\"wp-image-21410\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5-640x480.jpg\" alt=\"cinnamon AI\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5.jpg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5-300x225.jpg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5-200x150.jpg 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5-768x576.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5-1536x1152.jpg 1536w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5-100x75.jpg 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5-600x450.jpg 600w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-5-1600x1200.jpg 1600w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/>\r\n<figcaption>Anh Long c\u00f9ng team t\u1ea1i Cinnamon AI.<\/figcaption>\r\n<\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em><a href=\"https:\/\/itviec.com\/viec-lam-it\/machine-learning?utm_medium=anchor_text&amp;utm_source=blog_11062021&amp;utm_campaign=daily\" target=\"_blank\" rel=\"noreferrer noopener\">C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m Machine Learning to\u00e0n qu\u1ed1c<\/a><\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h3><strong>C\u00f4ng vi\u1ec7c c\u1ee7a Machine Learning Engineer<\/strong><\/h3>\r\n\r\n\r\n\r\n<p>V\u1ecb tr\u00ed Machine Learning Engineer \u0111\u00f2i h\u1ecfi t\u00ednh k\u1ef9 thu\u1eadt cao nh\u01b0ng x\u00e9t v\u1ec1 ki\u1ebfn th\u1ee9c th\u00ec ch\u1ec9 c\u1ea7n hi\u1ec3u Machine Learning c\u01a1 b\u1ea3n l\u00e0 \u0111\u01b0\u1ee3c. C\u00f4ng vi\u1ec7c ch\u00ednh c\u1ee7a Machine Learning Engineer l\u00e0 h\u1ecdc li\u00ean t\u1ee5c, th\u00ec c\u00f4ng vi\u1ec7c c\u1ee7a Machine Learning Engineer ch\u00ednh l\u00e0 <strong>\u201cd\u1ea1y h\u1ecdc&#8221; li\u00ean t\u1ee5c cho m\u00e1y<\/strong>.<\/p>\r\n\r\n\r\n\r\n<p>Machine Learning Engineer s\u1ebd l\u00e0 ng\u01b0\u1eddi l\u00e0m vi\u1ec7c tr\u1ef1c ti\u1ebfp v\u1edbi m\u00f4 h\u00ecnh.<\/p>\r\n<p>Vi\u1ec7c \u0111\u1ea7u ti\u00ean c\u1ea7n l\u00e0m l\u00e0 t\u00f9y v\u00e0o b\u00e0i to\u00e1n c\u1ee5 th\u1ec3 v\u00e0 m\u1ee9c \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a b\u00e0i to\u00e1n v\u00e0 l\u1ef1a ch\u1ecdn m\u00f4 h\u00ecnh AI ph\u00f9 h\u1ee3p. C\u00f3 r\u1ea5t nhi\u1ec1u lo\u1ea1i m\u00f4 h\u00ecnh v\u00e0 c\u00f3 nh\u1eefng thu\u1eadt to\u00e1n, k\u1ebft c\u1ea5u kh\u00e1c nhau, l\u00e0 m\u00f4 h\u00ecnh nguy\u00ean b\u1ea3n hay l\u00e0 m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n v\u1edbi d\u1eef li\u1ec7u th\u1ebf n\u00e0o.<\/p>\r\n<p>X\u00e1c \u0111\u1ecbnh m\u00f4 h\u00ecnh xong, c\u00f2n ph\u1ea3i tinh ch\u1ec9nh, ph\u1ea3i test m\u00f4 h\u00ecnh \u0111\u00f3 r\u1ed3i m\u1edbi quy\u1ebft \u0111\u1ecbnh l\u00e0 ch\u1ecdn model \u0111\u00f3 hay kh\u00f4ng.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em><a href=\"https:\/\/itviec.com\/viec-lam-it\/machine-learning-engineer?utm_medium=anchor_text&amp;utm_source=blog_11062021&amp;utm_campaign=daily\" target=\"_blank\" rel=\"noreferrer noopener\">C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m Machine Learning Engineer tr\u00ean to\u00e0n qu\u1ed1c<\/a><\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>Ng\u01b0\u1eddi x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh m\u00e1y h\u1ecdc s\u1ebd nh\u1eadp d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, \u0111\u1ec3 cho m\u00e1y h\u1ecdc, test m\u00f4 h\u00ecnh nhi\u1ec1u l\u1ea7n. N\u1ebfu k\u1ebft qu\u1ea3 kh\u00f4ng \u0111\u00fang, s\u1ebd cho m\u00e1y h\u1ecdc l\u1ea1i, \u201chu\u1ea5n luy\u1ec7n&#8221; v\u00e0 ki\u1ec3m tra l\u1ea1i l\u1ea7n n\u1eefa. Qu\u00e1 tr\u00ecnh n\u00e0y c\u1ee9 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i cho \u0111\u1ebfn khi ra \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 mong mu\u1ed1n.<\/p>\r\n\r\n\r\n\r\n<p>N\u1ebfu t\u1ec9 l\u1ec7 k\u1ebft qu\u1ea3 \u0111\u1ea7u ra \u0111\u1ea1t y\u00eau c\u1ea7u v\u00e0 k\u1ef3 v\u1ecdng c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean 80% th\u00ec m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c t\u00ednh l\u00e0 \u201ch\u1ecdc&#8221; th\u00e0nh c\u00f4ng.<\/p>\r\n\r\n\r\n\r\n<p>Long gi\u1ea3i th\u00edch c\u00f4ng vi\u1ec7c c\u1ee7a Machine Learning Engineer v\u00e0 Software Engineer nh\u01b0 th\u1ebf n\u00e0y:<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>\u0110\u1ed1i v\u1edbi nh\u1eefng ph\u1ea7n m\u1ec1m b\u00ecnh th\u01b0\u1eddng, \u0111\u1ec1 b\u00e0i s\u1ebd r\u1ea5t kh\u00f3, nh\u01b0ng c\u00e1ch gi\u1ea3i b\u00e0i to\u00e1n l\u1ea1i d\u1ec5. Ng\u01b0\u1ee3c l\u1ea1i \u0111\u1ed1i v\u1edbi AI, \u0111\u1ec1 b\u00e0i c\u00f3 th\u1ec3 v\u00f4 c\u00f9ng \u0111\u01a1n gi\u1ea3n nh\u01b0ng c\u00e1ch gi\u1ea3i b\u00e0i to\u00e1n m\u1edbi l\u00e0 v\u1ea5n \u0111\u1ec1 th\u1ef1c s\u1ef1.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h3><strong>C\u00f4ng vi\u1ec7c c\u1ee7a Machine Learning Project Manager<\/strong><\/h3>\r\n\r\n\r\n\r\n<p>Khi \u0111\u00e3 c\u00f3 ki\u1ebfn th\u1ee9c Machine Learning c\u01a1 b\u1ea3n, b\u1ea1n ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh Project Manager cho nh\u1eefng d\u1ef1 \u00e1n Machine Learning.<\/p>\r\n<p>Nh\u00ecn chung Project Manager s\u1ebd l\u00e0 ng\u01b0\u1eddi <strong>qu\u1ea3n l\u00fd<\/strong> timeline, chi ph\u00ed, y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng, team d\u1ef1 \u00e1n, b\u00e1o c\u00e1o ti\u1ebfn \u0111\u1ed9, c\u00f3 khi ph\u1ea3i qu\u1ea3n l\u00fd 5-6 d\u1ef1 \u00e1n c\u00f9ng m\u1ed9t l\u00fac. Machine Learning Project Manager &#8211; c\u0169ng ch\u00ednh l\u00e0 v\u1ecb tr\u00ed c\u1ee7a Long t\u1ea1i Cinnamon AI, s\u1ebd g\u1ed3m nh\u1eefng c\u00f4ng vi\u1ec7c h\u1eb1ng ng\u00e0y nh\u01b0 th\u1ebf n\u00e0o?<\/p>\r\n\r\n\r\n\r\n<p>Trong m\u1ed9t ng\u00e0y l\u00e0m vi\u1ec7c c\u1ee7a m\u00ecnh, Long s\u1ebd gi\u1ea3i quy\u1ebft nh\u1eefng c\u00f4ng vi\u1ec7c sau:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Ki\u1ec3m tra th\u1eddi gian c\u1ee7a t\u1ea5t c\u1ea3 d\u1ef1 \u00e1n m\u00e0 Project Manager \u0111ang qu\u1ea3n l\u00fd, xem \u0111\u00e3 \u0111\u1ebfn hay s\u1eafp \u0111\u1ebfn nh\u1eefng deadline, nh\u1eefng milestone quan tr\u1ecdng n\u00e0o.<\/li>\r\n<li>Ki\u1ec3m tra chi ph\u00ed so v\u1edbi ng\u00e2n s\u00e1ch.<\/li>\r\n<li>Ki\u1ec3m tra t\u00ecnh tr\u1ea1ng m\u1ee5c ti\u00eau v\u00e0 \u0111\u1ea7u vi\u1ec7c nh\u01b0 th\u1ebf n\u00e0o:<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>Ai \u0111ang ph\u1ee5 tr\u00e1ch \u0111\u1ea7u vi\u1ec7c n\u00e0o, ti\u1ebfn \u0111\u1ed9 nh\u01b0 th\u1ebf n\u00e0o, c\u00f3 g\u1eb7p kh\u00f3 kh\u0103n hay th\u1eafc m\u1eafc g\u00ec kh\u00f4ng. \u0110\u1ec3 bi\u1ebft nh\u1eefng vi\u1ec7c n\u00e0y, Project Manager n\u00ean \u0111i giao ti\u1ebfp, n\u00f3i chuy\u1ec7n v\u1edbi ng\u01b0\u1eddi ph\u1ee5 tr\u00e1ch t\u1eebng \u0111\u1ea7u vi\u1ec7c \u0111\u00f3, kh\u00f4ng ng\u1ed3i m\u1ed9t ch\u1ed7 \u201ccho r\u1eb1ng&#8221; m\u1ecdi vi\u1ec7c \u0111\u1ec1u \u1ed5n.\u00a0<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>\u201cPh\u1ee5&#8221; team sales tr\u1ea3 l\u1eddi kh\u00e1ch h\u00e0ng:<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>Khi c\u00f3 nh\u1eefng kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng \u0111\u01b0a ra y\u00eau c\u1ea7u chuy\u00ean m\u00f4n th\u00ec PM s\u1ebd l\u00e0 ng\u01b0\u1eddi k\u1ebft n\u1ed1i gi\u00fap Sales tr\u1ea3 l\u1eddi nh\u1eefng c\u00e2u h\u1ecfi chuy\u00ean m\u00f4n (gi\u1ea3i ph\u00e1p kh\u1ea3 thi hay kh\u00f4ng, k\u1ebf ho\u1ea1ch v\u00e0 chi ph\u00ed th\u1ebf n\u00e0o) \u0111\u1ec3 h\u1ecd c\u00f3 th\u1ec3 \u0111i n\u00f3i chuy\u1ec7n v\u1edbi kh\u00e1ch h\u00e0ng. B\u1ea3n th\u00e2n ng\u01b0\u1eddi l\u00e0m PM c\u0169ng c\u1ea7n ph\u1ea3i hi\u1ec3u ki\u1ebfn th\u1ee9c Machine Learning c\u01a1 b\u1ea3n \u0111\u1ec3 c\u00f3 th\u1ec3 tr\u1ea3 l\u1eddi v\u1edbi kh\u00e1ch h\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>X\u00e2y team:<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>Sau khi \u0111\u00e3 l\u00e0m vi\u1ec7c v\u1edbi nhi\u1ec1u team qua nhi\u1ec1u d\u1ef1 \u00e1n kh\u00e1c nhau, Project Manager s\u1ebd hi\u1ec3u \u0111\u01b0\u1ee3c t\u1eebng nh\u00e2n s\u1ef1 n\u00e0o c\u00f3 nh\u1eefng kinh nghi\u1ec7m, ki\u1ebfn th\u1ee9c chuy\u00ean v\u1ec1 m\u1ed9t l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3. Sau \u0111\u00f3, Project Manager s\u1ebd t\u1eadp h\u1ee3p nh\u1eefng nh\u00e2n s\u1ef1 \u0111\u00f3 th\u00e0nh m\u1ed9t team \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng b\u00e0i to\u00e1n na n\u00e1 nhau (gi\u1ed1ng 70-80%), t\u1eeb \u0111\u00f3 chuy\u00ean m\u00f4n h\u00f3a nh\u00e2n s\u1ef1 h\u01a1n.<\/p>\r\n<p>Nh\u1edd vi\u1ec7c gi\u1ea3i quy\u1ebft \u0111\u1ec1 b\u00e0i t\u01b0\u01a1ng t\u1ef1 nhau, l\u01b0\u1ee3ng d\u1eef li\u1ec7u cho ng\u00e0nh ngh\u1ec1 d\u00f3 c\u00e0ng l\u1edbn\/d\u00e0y h\u01a1n, m\u00e1y h\u1ecdc s\u1ebd ng\u00e0y c\u00e0ng chu\u1ea9n x\u00e1c h\u01a1n, si\u00eau vi\u1ec7t h\u01a1n.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" class=\"wp-image-21261\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-2-640x480.jpg\" alt=\"machine learning c\u01a1 b\u1ea3n - ngh\u1ec1 project manager\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-2.jpg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-2-300x225.jpg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-2-200x150.jpg 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-2-768x576.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-2-100x75.jpg 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-2-600x450.jpg 600w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em><a href=\"https:\/\/itviec.com\/viec-lam-it\/machine-learning\/ha-noi?utm_medium=anchor_text&amp;utm_source=blog_11062021&amp;utm_campaign=daily\" target=\"_blank\" rel=\"noreferrer noopener\">C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m Machine Learning t\u1ea1i H\u00e0 N\u1ed9i<\/a><\/em><\/p>\r\n<p><em><a href=\"https:\/\/itviec.com\/viec-lam-it\/machine-learning\/ho-chi-minh-hcm?utm_medium=anchor_text&amp;utm_source=blog_11062021&amp;utm_campaign=daily\" target=\"_blank\" rel=\"noreferrer noopener\">C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m Machine Learning t\u1ea1i TP. HCM<\/a><\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Muc_luong_Machine_Learning_co_ban_tren_thi_truong\"><\/span>M\u1ee9c l\u01b0\u01a1ng Machine Learning c\u01a1 b\u1ea3n tr\u00ean th\u1ecb tr\u01b0\u1eddng<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n<p>Theo kh\u1ea3o s\u00e1t v\u1ec1 <a href=\"https:\/\/itviec.com\/blog\/bao-cao-luong-it\/?utm_source=blog&amp;utm_medium=internal-link&amp;utm_campaign=salary-report-2022&amp;utm_content=dec2022\" target=\"_blank\" rel=\"noopener\">l\u01b0\u01a1ng ng\u00e0nh c\u00f4ng ngh\u1ec7 th\u00f4ng tin<\/a> n\u0103m 2022 &#8211; 2023 do ITviec ti\u1ebfn h\u00e0nh kh\u1ea3o s\u00e1t, \u0111\u01b0\u1ee3c \u0111\u00fac k\u1ebft trong \u0111\u00fac k\u1ebft trong &#8220;<strong>B\u00e1o c\u00e1o L\u01b0\u01a1ng IT: M\u1ee9c L\u01b0\u01a1ng &amp; Mong \u0110\u1ee3i Ngh\u1ec1 Nghi\u1ec7p C\u1ee7a C\u00e1c Chuy\u00ean Gia IT 2022-2023<\/strong>&#8220;, m\u1ee9c l\u01b0\u01a1ng c\u1ee7a c\u00e1c chuy\u00ean gia Machine Learning c\u01a1 b\u1ea3n nh\u01b0 sau:<\/p>\r\n<ul>\r\n<li>D\u01b0\u1edbi 1 n\u0103m kinh nghi\u1ec7m: <strong>12 tri\u1ec7u \u0111\u1ed3ng<\/strong>\/ th\u00e1ng<\/li>\r\n<li>T\u1eeb 1 \u0111\u1ebfn d\u01b0\u1edbi 3 n\u0103m kinh nghi\u1ec7m: <strong>24 tri\u1ec7u \u0111\u1ed3ng<\/strong>\/ th\u00e1ng<\/li>\r\n<li>T\u1eeb 3 \u0111\u1ebfn d\u01b0\u1edbi 5 n\u0103m kinh nghi\u1ec7m: <strong>38 tri\u1ec7u \u0111\u1ed3ng<\/strong>\/ th\u00e1ng<\/li>\r\n<li>T\u1eeb 5 \u0111\u1ebfn d\u01b0\u1edbi 8 n\u0103m kinh nghi\u1ec7m: <strong>40 tri\u1ec7u \u0111\u1ed3ng<\/strong>\/ th\u00e1ng<\/li>\r\n<li>Tr\u00ean 8 n\u0103m kinh nghi\u1ec7m: <strong>42.5 tri\u1ec7u \u0111\u1ed3ng<\/strong>\/ th\u00e1ng<\/li>\r\n<\/ul>\r\n<p>\r\n\r\n<\/p>\r\n<blockquote>\r\n<p><em>Tham kh\u1ea3o \u0111\u1ea7y \u0111\u1ee7 c\u00e1c m\u1ee9c <a href=\"https:\/\/itviec.com\/blog\/bao-cao-luong-it\/?utm_source=blog&amp;utm_medium=internal-link&amp;utm_campaign=salary-report-2022&amp;utm_content=dec2022\" target=\"_blank\" rel=\"noopener\">l\u01b0\u01a1ng ng\u00e0nh c\u00f4ng ngh\u1ec7 th\u00f4ng tin<\/a> theo v\u1ecb tr\u00ed, ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh, th\u00e0nh ph\u1ed1,.. n\u0103m 2022 &#8211; 2023 ngay!<\/em><\/p>\r\n<\/blockquote>\r\n<h2 id=\"h-nh-ng-k-n-ng-v-t-ch-t-c-n-thi-t-khi-l-m-vi-c-v-i-machine-learning-c-b-n\"><span class=\"ez-toc-section\" id=\"Nhung_ky_nang_va_to_chat_can_thiet_khi_lam_viec_voi_Machine_Learning_co_ban\"><\/span><strong>Nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 t\u1ed1 ch\u1ea5t c\u1ea7n thi\u1ebft khi l\u00e0m vi\u1ec7c v\u1edbi Machine Learning c\u01a1 b\u1ea3n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>Long t\u1ef1 di\u1ec5n t\u1ea3 b\u1ea3n th\u00e2n m\u00ecnh b\u1eb1ng ch\u1eef \u201c<strong>contributor<\/strong>&#8221; &#8211; ng\u01b0\u1eddi \u0111\u00f3ng g\u00f3p. D\u00f9 \u1edf trong b\u1ea5t k\u1ef3 m\u1ed9t c\u00f4ng vi\u1ec7c n\u00e0o, v\u1ecb tr\u00ed n\u00e0o, hay d\u00f9 l\u00e0 m\u1ed1i quan h\u1ec7 n\u00e0o, Long c\u0169ng c\u1ed1 g\u1eafng \u0111\u00f3ng g\u00f3p, h\u1ed7 tr\u1ee3, \u0111\u01b0a ra m\u1ed9t gi\u00e1 tr\u1ecb n\u00e0o \u0111\u00f3. \u0110\u1ec3 c\u00f3 th\u1ec3 \u0111\u00f3ng g\u00f3p \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb b\u1ea3n th\u00e2n, t\u1ef1 ng\u01b0\u1eddi l\u00e0m Machine Learning ph\u1ea3i c\u00f3 nh\u1eefng k\u1ef9 n\u0103ng v\u00e0 t\u1ed1 ch\u1ea5t sau:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>\u0110\u1ed1i v\u1edbi nh\u1eefng v\u1ecb tr\u00ed kh\u00f4ng ph\u1ea3i Software Engineer th\u00ec ch\u1ec9 c\u1ea7n hi\u1ec3u Machine Learning c\u01a1 b\u1ea3n, ch\u01b0a c\u1ea7n chuy\u00ean s\u00e2u.<\/li>\r\n<li>\u0110am m\u00ea, nghi\u00eam t\u00fac v\u1edbi c\u00f4ng vi\u1ec7c.<\/li>\r\n<li>Nh\u1eadn th\u1ee9c \u0111\u01b0\u1ee3c nh\u1eefng tr\u1edf ng\u1ea1i, l\u00e0m quen v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1.<\/li>\r\n<li>C\u1edfi m\u1edf v\u00e0 c\u1ea7u th\u1ecb, li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi, c\u1eadp nh\u1eadt ki\u1ebfn th\u1ee9c v\u00e0 \u201ctrend&#8221; trong ng\u00e0nh t\u1eeb c\u00e1c k\u00eanh th\u00f4ng tin v\u00e0 t\u1eeb ch\u00ednh nh\u1eefng kh\u00e1ch h\u00e0ng hay chuy\u00ean gia \u0111\u1ed3ng nghi\u1ec7p c\u1ee7a m\u00ecnh.<\/li>\r\n<li>Kh\u1ea3 n\u0103ng giao ti\u1ebfp, di\u1ec5n \u0111\u1ea1t t\u1ed1t: \u0110\u00e2y ch\u00ednh l\u00e0 k\u1ef9 n\u0103ng quan tr\u1ecdng nh\u1ea5t, kh\u00f4ng ch\u1ec9 v\u1edbi v\u1ecb tr\u00ed Project Manager nh\u01b0 Long hi\u1ec7n t\u1ea1i, m\u00e0 c\u00f2n quan tr\u1ecdng \u0111\u1ed1i v\u1edbi nh\u1eefng b\u1ea1n Developer, nh\u1eefng b\u1ea1n Engineer.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>\r\n\r\n<\/p>\r\n<p class=\"is-layout-flow wp-block-quote-is-layout-flow\">Machine Learning n\u00f3i ri\u00eang v\u00e0 AI n\u00f3i chung l\u00e0 m\u1ed9t ng\u00e0nh m\u1edbi, c\u00f2n nhi\u1ec1u \u0111i\u1ec1u con ng\u01b0\u1eddi ch\u01b0a hi\u1ec3u h\u1ebft v\u00e0 t\u1ed1i \u01b0u \u0111\u01b0\u1ee3c n\u00ean vi\u1ec7c g\u1eb7p ph\u1ea3i nh\u1eefng v\u1ea5n \u0111\u1ec1, kh\u00f3 kh\u0103n trong l\u00fac l\u00e0m vi\u1ec7c l\u00e0 \u0111i\u1ec1u v\u00f4 c\u00f9ng b\u00ecnh th\u01b0\u1eddng. Ch\u00ednh v\u00ec th\u1ebf, k\u1ef9 n\u0103ng nh\u1eadn di\u1ec7n v\u1ea5n \u0111\u1ec1 v\u00e0 c\u1edfi m\u1edf trong qu\u00e1 tr\u00ecnh gi\u1ea3i quy\u1ebft \u0111\u00f3ng vai tr\u00f2 v\u00f4 c\u00f9ng quan tr\u1ecdng v\u1edbi m\u1ed9t ng\u01b0\u1eddi l\u00e0m vi\u1ec7c trong l\u0129nh v\u1ef1c Machine Learning.<\/p>\r\n<blockquote>\r\n<p><em>Nh\u1eefng b\u1ea1n l\u00e0m technical c\u1ea7n ch\u1ee7 \u0111\u1ed9ng trong vi\u1ec7c giao ti\u1ebfp h\u01a1n, nh\u1ea5t l\u00e0 khi th\u1ea5y c\u00f3 v\u1ea5n \u0111\u1ec1 \u1edf b\u1ea5t k\u1ef3 kh\u00e2u n\u00e0o. \u0110\u00f4i khi, c\u00e1c b\u1ea1n ngh\u0129 \u0111\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 vi\u1ec7c c\u1ee7a m\u00ecnh n\u00ean c\u00e1c b\u1ea1n kh\u00f4ng n\u00f3i. N\u1ebfu c\u00f3 v\u1ea5n \u0111\u1ec1, m\u00e0 h\u1ecd kh\u00f4ng n\u00f3i ra th\u00ec team lead s\u1ebd kh\u00f4ng bi\u1ebft m\u00e0 gi\u1ea3i quy\u1ebft.<\/em><\/p>\r\n<\/blockquote>\r\n<p>\r\n\r\n<\/p>\r\n<p class=\"is-layout-flow wp-block-quote-is-layout-flow\">Long th\u01b0\u1eddng xuy\u00ean giao ti\u1ebfp v\u1edbi c\u00e1c b\u1ea1n trong team \u0111\u1ec3 hi\u1ec3u h\u01a1n v\u1ec1 ph\u1ea7n vi\u1ec7c k\u1ef9 thu\u1eadt. C\u00e1ch t\u1ed1t nh\u1ea5t \u0111\u1ec3 n\u1eafm ki\u1ebfn th\u1ee9c \u0111\u00f3 ch\u00ednh l\u00e0 h\u00e3y l\u00e0m, \u201cnh\u00e0o&#8221; v\u00e0o m\u00e0 l\u00e0m r\u1ed3i trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c, h\u00e3y h\u1ecdc h\u1ecfi t\u1eeb nh\u1eefng b\u1ea1n trong team.<\/p>\r\n<p><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"640\" class=\"wp-image-21260\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-3-480x640.jpg\" alt=\"machine learning c\u01a1 b\u1ea3n - ngh\u1ec1 project manager\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-3.jpg 480w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-3-225x300.jpg 225w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-3-150x200.jpg 150w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-3-75x100.jpg 75w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-3-338x450.jpg 338w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/p>\r\n<blockquote>\r\n<p><em>Tham kh\u1ea3o: <a href=\"https:\/\/itviec.com\/blog\/ai-la-gi\/\" target=\"_blank\" rel=\"noopener\"><strong>Gi\u1ea3i m\u00e3 AI l\u00e0 g\u00ec v\u00e0 m\u1ee9c thu nh\u1eadp h\u1ea5p d\u1eabn c\u1ee7a AI Engineer<\/strong><\/a><\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h2><span class=\"ez-toc-section\" id=\"Tai_lieu_tham_khao_Machine_Learning_co_ban\"><\/span><strong>T\u00e0i li\u1ec7u tham kh\u1ea3o Machine Learning c\u01a1 b\u1ea3n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n<p>B\u1ea3n th\u00e2n Long xu\u1ea5t ph\u00e1t l\u00e0 d\u00e2n Kinh T\u1ebf, kh\u00f4ng ph\u1ea3i C\u00f4ng ngh\u1ec7 Th\u00f4ng tin, k\u1ebft h\u1ee3p tr\u01b0\u1edbc khi v\u00e0o Cinnamon Lab, b\u1ea1n c\u0169ng kh\u00f4ng h\u1ec1 c\u00f3 ki\u1ebfn th\u1ee9c v\u1ec1 AI hay Machine Learning c\u01a1 b\u1ea3n, n\u00ean hi\u1ec3n nhi\u00ean, b\u1ea1n \u0111\u00e3 g\u1eb7p r\u1ea5t nhi\u1ec1u kh\u00f3 kh\u0103n trong vi\u1ec7c n\u1eafm b\u1eaft ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n.<\/p>\r\n\r\n\r\n\r\n<p>Kh\u00f4ng \u201cgi\u1ea5u d\u1ed1t&#8221;, Long ch\u1ee7 \u0111\u1ed9ng \u0111i t\u00ecm h\u1ecdc nh\u1eefng kho\u00e1 h\u1ecdc v\u1ec1 AI v\u00e0 <a href=\"https:\/\/www.udemy.com\/courses\/search\/?src=ukw&amp;q=machine+learning\">Machine Learning c\u01a1 b\u1ea3n tr\u00ean Udemy<\/a> ho\u1eb7c Coursera nh\u01b0 <a href=\"https:\/\/www.coursera.org\/learn\/ai-for-everyone\" target=\"_blank\" rel=\"noopener\">AI for Everyone<\/a>, <a href=\"https:\/\/www.coursera.org\/learn\/machine-learning\" target=\"_blank\" rel=\"noopener\">Machine Learning<\/a>, theo d\u00f5i t\u00ecnh h\u00ecnh Machine Learning th\u00f4ng qua nh\u1eefng th\u00f4ng tin t\u1eeb:<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"alignright size-thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"200\" class=\"wp-image-21411\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6-150x200.jpg\" alt=\"s\u00e1ch data science\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6-150x200.jpg 150w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6-225x300.jpg 225w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6.jpg 480w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6-768x1024.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6-1152x1536.jpg 1152w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6-75x100.jpg 75w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6-338x450.jpg 338w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/06\/machine-learning-co-ban-2-6-900x1200.jpg 900w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/>\r\n<figcaption>S\u00e1ch Data Science from Scratch.<\/figcaption>\r\n<\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Podcast nh\u01b0 Artificial Intelligence with Lex Fridman<\/li>\r\n<li>Twitter hay Blog c\u1ee7a Yann LeCun, Yoshua Bengio, Geoffrey Hinton, OpenAI, GoogleAI<\/li>\r\n<li>S\u00e1ch nh\u01b0 Artificial Intelligence: A Modern Approach, Machine Learning Yearning,&#8230;<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>Ngo\u00e0i ra, Long th\u01b0\u1eddng xuy\u00ean giao ti\u1ebfp v\u1edbi c\u00e1c b\u1ea1n trong team \u0111\u1ec3 hi\u1ec3u h\u01a1n v\u1ec1 ph\u1ea7n vi\u1ec7c k\u1ef9 thu\u1eadt. C\u00e1ch t\u1ed1t nh\u1ea5t \u0111\u1ec3 n\u1eafm ki\u1ebfn th\u1ee9c \u0111\u00f3 ch\u00ednh l\u00e0 h\u00e3y l\u00e0m, \u201cnh\u00e0o&#8221; v\u00e0o m\u00e0 l\u00e0m r\u1ed3i trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c, h\u00e3y h\u1ecdc h\u1ecfi t\u1eeb nh\u1eefng b\u1ea1n trong team.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>M\u1ed9t trong nh\u1eefng \u0111i\u1ec1u m\u00ecnh bi\u1ebft \u01a1n nh\u1ea5t khi l\u00e0m vi\u1ec7c \u1edf \u0111\u00e2y ch\u00ednh l\u00e0 \u0111\u01b0\u1ee3c l\u00e0m v\u1edbi m\u1ed9t team tr\u1ebb v\u00e0 team gi\u1ecfi. C\u00e1c b\u1ea1n r\u1ea5t c\u1edfi m\u1edf, s\u1eb5n s\u00e0ng \u201cd\u1ea1y\u201d nh\u1eefng g\u00ec m\u00e0 m\u00ecnh ch\u01b0a bi\u1ebft. Nh\u1edd v\u1eady, qua m\u1ed7i d\u1ef1 \u00e1n, m\u1ed7i team m\u00ecnh l\u00e0m vi\u1ec7c chung, m\u00ecnh h\u1ecdc \u0111\u01b0\u1ee3c m\u1ed9t c\u00e1i g\u00ec \u0111\u00f3 m\u1edbi v\u00e0 c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u00ecnh.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\" id=\"h-machine-learning-project-manager-trong-ng-nh-n-i-g\"><span class=\"ez-toc-section\" id=\"Machine_Learning_Project_Manager_trong_nganh_IT_noi_gi\"><\/span><strong>Machine Learning Project Manager trong ng\u00e0nh IT n\u00f3i g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n\r\n\r\n<p>Giao ti\u1ebfp k\u00e9m d\u1eabn \u0111\u1ebfn nh\u1eefng hi\u1ec3u l\u1ea7m kh\u00f4ng \u0111\u00e1ng c\u00f3, t\u1ed1n th\u1eddi gian v\u00e0 s\u1ee9c l\u1ef1c c\u1ee7a nhi\u1ec1u b\u00ean c\u00f3 li\u00ean quan &#8211; \u0110\u00e2y ch\u00ednh l\u00e0 sai l\u1ea7m \u201c\u0111\u1ec3 \u0111\u1eddi\u201d m\u00e0 Long \u0111\u00e3 nh\u1eadn ph\u1ea3i.<\/p>\r\n\r\n\r\n\r\n<p>Long k\u1ec3 v\u1ec1 m\u1ed9t l\u1ea7n l\u00e0m vi\u1ec7c v\u1edbi kh\u00e1ch h\u00e0ng ng\u01b0\u1eddi Nh\u1eadt. Do kh\u00f4ng hi\u1ec3u \u201c\u00fd\u201d kh\u00e1ch &#8211; m\u1ed9t ph\u1ea7n \u0111\u1ebfn t\u1eeb kho\u1ea3ng c\u00e1ch ng\u00f4n ng\u1eef, kh\u00f4ng r\u00f5 y\u00eau c\u1ea7u c\u00f4ng vi\u1ec7c, n\u00ean Long \u0111\u00e3 truy\u1ec1n \u0111\u1ea1t l\u1ea1i cho team sai, kh\u00f4ng r\u00f5 r\u00e0ng r\u1ed3i m\u1ed7i team c\u00f2n hi\u1ec3u theo c\u00e1ch kh\u00e1c nhau. Cu\u1ed1i c\u00f9ng d\u1eabn \u0111\u1ebfn k\u1ebft qu\u1ea3 sai, ph\u1ea3i ch\u1ec9nh s\u1eeda nhi\u1ec1u, m\u1ea5t th\u1eddi gian c\u1ee7a r\u1ea5t nhi\u1ec1u b\u00ean trong khi \u0111\u00e2y l\u00e0 vi\u1ec7c ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 tr\u00e1nh \u0111\u01b0\u1ee3c.<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p><em>May m\u1eafn thay, kh\u00e1ch bi\u1ebft \u0111\u01b0\u1ee3c AI l\u00e0 m\u1ed9t ng\u00e0nh m\u1edbi. Khi c\u00f3 v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh th\u00ec kh\u00e1ch c\u0169ng s\u1ebd c\u1ea3m th\u00f4ng nhi\u1ec1u h\u01a1n, hi\u1ec3u r\u1eb1ng c\u1ea7n nhi\u1ec1u th\u1eddi gian \u0111\u1ec3 ch\u1ec9nh s\u1eeda.<\/em><\/p>\r\n<\/blockquote>\r\n\r\n\r\n\r\n<p>Ch\u00ednh v\u00ec sai l\u1ea7m n\u00e0y m\u00e0 Long \u0111\u00e3 nh\u1ea5n m\u1ea1nh r\u1eb1ng kh\u1ea3 n\u0103ng giao ti\u1ebfp, di\u1ec5n \u0111\u1ea1t t\u1ed1t l\u00e0 k\u1ef9 n\u0103ng c\u1ef1c k\u1ef3 quan tr\u1ecdng khi l\u00e0m vi\u1ec7c, b\u1ea5t k\u1ec3 c\u00f3 ph\u1ea3i l\u00e0 l\u00e0m v\u1edbi Machine Learning hay AI hay kh\u00f4ng.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-image\">\r\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" class=\"wp-image-21259\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-4-640x480.jpg\" alt=\"machine learning c\u01a1 b\u1ea3n - ngh\u1ec1 project manager\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-4.jpg 640w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-4-300x225.jpg 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-4-200x150.jpg 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-4-768x576.jpg 768w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-4-100x75.jpg 100w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2021\/05\/machine-learning-co-ban-project-manager-2-4-600x450.jpg 600w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<p><strong>Ti\u1ec3u s\u1eed:<\/strong><\/p>\r\n\r\n\r\n\r\n<p>Long t\u1ed1t nghi\u1ec7p ng\u00e0nh Kinh T\u1ebf &#8211; T\u00e0i ch\u00ednh Doanh nghi\u1ec7p. Khi ra tr\u01b0\u1eddng, v\u00e0o n\u0103m 2014, b\u1ea1n l\u00e0m v\u1ecb tr\u00ed Consultant and deploy t\u1ea1i c\u00f4ng ty FPT IS. C\u00f4ng vi\u1ec7c ch\u00ednh c\u1ee7a Long khi \u0111\u00f3 l\u00e0 t\u01b0 v\u1ea5n v\u00e0 tri\u1ec3n khai h\u1ec7 th\u1ed1ng ERP &#8211; qu\u1ea3n l\u00fd ngu\u1ed3n l\u1ef1c doanh nghi\u1ec7p, module qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t .<\/p>\r\n\r\n\r\n\r\n<p>Sau \u0111\u00f3, v\u00e0o c\u00e1c n\u0103m 2015 v\u00e0 2017, Long c\u00f4ng t\u00e1c t\u1ea1i Viet Capital Bank v\u00e0 TRG International trong vai tr\u00f2\u00a0 Business Development Executive.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>B\u00e2y gi\u1edd, v\u1ecb tr\u00ed c\u1ee7a Long l\u00e0 Project Manager t\u1ea1i Cinnamon AI. T\u00ednh \u0111\u1ebfn th\u00e1ng 4\/2021, Long \u0111\u00e3 g\u1eafn b\u00f3 v\u1edbi c\u00f4ng ty \u0111\u01b0\u1ee3c h\u01a1n 2 n\u0103m.<\/p>\r\n\r\n\r\n\r\n<p>Ngo\u00e0i ra, Long c\u0169ng c\u00f3 m\u1ed9t side project kh\u00e1 th\u00fa v\u1ecb l\u00e0 d\u1ecbch v\u1ee5 cho thu\u00ea s\u00e1ch online theo h\u00ecnh th\u1ee9c subscription Libri reading t\u1ea1i website: <a href=\"http:\/\/librireading.com\" target=\"_blank\" rel=\"noreferrer noopener\">librireading.com<\/a><\/p>\r\n\r\n\r\n\r\n<div id=\"block-cb339696-5488-49d9-9a38-bede7315281f\" class=\"wp-block-image\">\r\n<figure class=\"aligncenter\"><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-200x200.png\" alt=\"Robby2\" \/><\/figure>\r\n<\/div>\r\n\r\n\r\n\r\n<p id=\"block-65912808-5c69-480f-80a8-2a00566d8ad5\" class=\"has-text-align-center\" style=\"text-align: center;\"><strong>B\u1ea1n th\u1ea5y b\u00e0i vi\u1ebft hay v\u00e0 c\u1ea7n thi\u1ebft v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi? \u0110\u1eebng ng\u1ea1i nh\u1ea5n n\u00fat Share b\u00ean d\u01b0\u1edbi nh\u00e9.<\/strong><\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>Ch\u1ec9 c\u1ea7n hi\u1ec3u Machine Learning c\u01a1 b\u1ea3n l\u00e0 b\u1ea1n \u0111\u00e3 c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c trong ng\u00e0nh Machine Learning. \u0110\u00e2y l\u00e0 m\u1ed9t ngh\u1ec1 h\u1ea5p d\u1eabn v\u1edbi thu nh\u1eadp kh\u00e1 cao so v\u1edbi t\u1ed5ng quan v\u1ec1 l\u01b0\u01a1ng IT tr\u00ean th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam n\u00ean \u0111ang thu h\u00fat nhi\u1ec1u s\u1ef1 ch\u00fa \u00fd trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y. N\u1ebfu [&hellip;]<\/p>\n","protected":false},"author":95,"featured_media":21413,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[100,94],"tags":[],"class_list":["post-21404","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-project-manager","category-su-nghiep-it"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Hi\u1ec3u Machine Learning c\u01a1 b\u1ea3n th\u00ec c\u00f3 th\u1ec3 l\u00e0m v\u1ecb tr\u00ed g\u00ec?<\/title>\n<meta name=\"description\" content=\"N\u1eafm v\u1eefng ki\u1ebfn th\u1ee9c Machine Learning c\u01a1 b\u1ea3n l\u00e0 b\u1ea1n \u0111\u00e3 c\u00f3 th\u1ec3 c\u00f3 c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m l\u01b0\u01a1ng cao, th\u0103ng ti\u1ebfng 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