{"id":55623,"date":"2023-05-31T20:30:20","date_gmt":"2023-05-31T13:30:20","guid":{"rendered":"https:\/\/jobsgo.vn\/blog\/?p=55623"},"modified":"2025-04-08T11:52:25","modified_gmt":"2025-04-08T04:52:25","slug":"cac-cau-hoi-khi-phong-van-ai","status":"publish","type":"post","link":"https:\/\/jobsgo.vn\/blog\/cac-cau-hoi-khi-phong-van-ai\/","title":{"rendered":"C\u00e1c c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI th\u01b0\u1eddng g\u1eb7p v\u00e0 g\u1ee3i \u00fd c\u00e1ch tr\u1ea3 l\u1eddi"},"content":{"rendered":"\n<div class=\"kk-star-ratings\n     kksr-valign-top     kksr-align-left    \"\n    data-payload=\"{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;55623&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;top&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;count&quot;:&quot;0&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;4.5&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\\u0110\\u00e1nh gi\\u00e1 post&quot;,&quot;legend&quot;:&quot;4.5\\\/5 - (0 votes)&quot;,&quot;size&quot;:&quot;22&quot;,&quot;width&quot;:&quot;119&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;}\">\n    \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 119px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 22px; height: 22px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n    \n<div class=\"kksr-legend\">\n            <span class=\"kksr-muted\">\u0110\u00e1nh gi\u00e1 post<\/span>\n    <\/div>\n<\/div>\n<p>Th\u1eddi \u0111\u1ea1i 4.0 \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc chuy\u1ec3n m\u00ecnh m\u1ea1nh m\u1ebd c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 m\u00e0n \u201cch\u00e0o s\u00e2n\u201d \u0111\u1ea7y \u1ea5n t\u01b0\u1ee3ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Tr\u01b0\u1edbc s\u1ee9c h\u00fat m\u1ea1nh m\u1ebd c\u1ee7a AI, kh\u00f4ng \u00edt b\u1ea1n tr\u1ebb m\u1ea1nh d\u1ea1n l\u1ef1a ch\u1ecdn con \u0111\u01b0\u1eddng xu h\u01b0\u1edbng nh\u01b0ng c\u0169ng kh\u00f4ng k\u00e9m ph\u1ea7n th\u00e1ch th\u1ee9c n\u00e0y. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c <a href=\"https:\/\/jobsgo.vn\/blog\/cac-cau-hoi-khi-phong-van-ai#c\u00e2u_h\u1ecfi_ph\u1ecfng_v\u1ea5n_ai\" target=\"_blank\" rel=\"noopener\"><strong>c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI<\/strong><\/a> c\u01a1 b\u1ea3n \u0111\u01b0\u1ee3c nh\u00e0 tuy\u1ec3n d\u1ee5ng s\u1eed d\u1ee5ng nhi\u1ec1u trong c\u00e1c bu\u1ed5i ph\u1ecfng v\u1ea5n, b\u1ea1n h\u00e3y tham kh\u1ea3o \u0111\u1ec3 c\u00f3 s\u1ef1 chu\u1ea9n b\u1ecb t\u1ed1t nh\u1ea5t.<\/p>\n<div id=\"toc_container\" class=\"toc_light_blue no_bullets\"><p class=\"toc_title\">M\u1ee5c l\u1ee5c<\/p><ul class=\"toc_list\"><li><a href=\"#1_Tri_tue_nhan_tao_AI_duoc_dung_de_lam_gi\">1. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 l\u00e0m g\u00ec?<\/a><\/li><li><a href=\"#2_Dau_la_nhung_ngon_ngu_lap_trinh_pho_bien_trong_tri_tue_nhan_tao_AI\">2. \u0110\u00e2u l\u00e0 nh\u1eefng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn trong tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI?<\/a><\/li><li><a href=\"#3_Su_khac_biet_giua_Machine_Learning_va_Deep_Learning_la_gi\">3. S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Machine Learning v\u00e0 Deep Learning l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#4_Neu_dinh_nghia_ve_phep_thu_Turing_Turing_Test\">4. N\u00eau \u0111\u1ecbnh ngh\u0129a v\u1ec1 ph\u00e9p th\u1eed Turing (Turing Test)<\/a><\/li><li><a href=\"#5_Q_8211_Learning_la_gi\">5. Q &#8211; Learning l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#6_He_chuyen_gia_la_gi\">6. H\u1ec7 chuy\u00ean gia l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#7_He_chuyen_gia_co_nhung_uu_diem_noi_bat_nao\">7. H\u1ec7 chuy\u00ean gia c\u00f3 nh\u1eefng \u01b0u \u0111i\u1ec3m n\u1ed5i b\u1eadt n\u00e0o?<\/a><\/li><li><a href=\"#8_Bidirectional_Encoder_Representations_from_Transformers_BERT_la_gi\">8. Bidirectional Encoder Representations from Transformers (BERT) l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#9_Thuat_toan_A_la_gib\">9. Thu\u1eadt to\u00e1n A* l\u00e0 g\u00ec?b<\/a><\/li><li><a href=\"#10_Neu_dinh_nghia_thuat_toan_tim_kiem_theo_chieu_rong\">10. N\u00eau \u0111\u1ecbnh ngh\u0129a thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo chi\u1ec1u r\u1ed9ng<\/a><\/li><li><a href=\"#11_Thuat_toan_tim_kiem_theo_chieu_sau_la_gi\">11. Thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo chi\u1ec1u s\u00e2u l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#12_Thuat_toan_tim_kiem_theo_hai_chieu_la_gi\">12. Thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo hai chi\u1ec1u l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#13_Giai_thich_chi_tiet_ve_thuat_toan_cat_tia_Alpha-Beta\">13. Gi\u1ea3i th\u00edch chi ti\u1ebft v\u1ec1 thu\u1eadt to\u00e1n c\u1eaft t\u1ec9a Alpha-Beta<\/a><\/li><li><a href=\"#14_Liet_ke_nhung_ung_dung_quan_trong_cua_logic_mo\">14. Li\u1ec7t k\u00ea nh\u1eefng \u1ee9ng d\u1ee5ng quan tr\u1ecdng c\u1ee7a logic m\u1edd<\/a><\/li><li><a href=\"#15_Logic_vi_tu_bac_mot_la_gi\">15. Logic v\u1ecb t\u1eeb b\u1eadc m\u1ed9t l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#16_Ky_thuat_noi_bat_trong_Machine_Learning_la_gi\">16. K\u1ef9 thu\u1eadt n\u1ed5i b\u1eadt trong Machine Learning l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#17_Hoc_sau_la_gi\">17. H\u1ecdc s\u00e2u l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#18_Naive_Bayes_la_gi\">18. Naive Bayes l\u00e0 g\u00ec?<\/a><\/li><li><a href=\"#19_He_thong_goi_y_la_gi\">19. H\u1ec7 th\u1ed1ng g\u1ee3i \u00fd l\u00e0 g\u00ec?\u00a0<\/a><\/li><li><a href=\"#20_Ham_chi_phi_la_gi\">20. H\u00e0m chi ph\u00ed l\u00e0 g\u00ec?<\/a><\/li><\/ul><\/div>\n<h2><span id=\"1_Tri_tue_nhan_tao_AI_duoc_dung_de_lam_gi\"><strong>1. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 l\u00e0m g\u00ec?<\/strong><\/span><\/h2>\n<figure id=\"attachment_55624\" aria-describedby=\"caption-attachment-55624\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai.jpg\"><img loading=\"lazy\" class=\"size-full wp-image-55624\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai.jpg\" alt=\"c\u00e1c c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n ai\" width=\"800\" height=\"534\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai.jpg 800w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai-300x200.jpg 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai-150x100.jpg 150w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai-768x513.jpg 768w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai-120x80.jpg 120w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai-360x240.jpg 360w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cac-cau-hoi-khi-phong-van-ai-600x400.jpg 600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><figcaption id=\"caption-attachment-55624\" class=\"wp-caption-text\"><center><em><strong>C\u00e1c c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI c\u01a1 b\u1ea3n nh\u00e0 tuy\u1ec3n d\u1ee5ng th\u01b0\u1eddng h\u1ecfi<\/strong><\/em><\/center><\/figcaption><\/figure>\n<p>\u0110\u00e2y c\u00f3 l\u1ebd l\u00e0 m\u1ed9t trong c\u00e1c <strong>c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI<\/strong> th\u01b0\u1eddng g\u1eb7p nh\u1ea5t. Tuy kh\u00f4ng ph\u1ea3i c\u00e2u h\u1ecfi \u0111\u00e1nh \u0111\u1ed1 nh\u01b0ng n\u00f3 l\u1ea1i c\u00f3 th\u1ec3 khi\u1ebfn m\u1ed9t v\u00e0i \u1ee9ng vi\u00ean r\u01a1i v\u00e0o th\u1ebf b\u00ed.<\/p>\n<blockquote id=\"c\u00e2u_h\u1ecfi_ph\u1ecfng_v\u1ea5n_AI_Engineer\" cite=\"&quot;https:\/\/jobsgo.vn\/blog\/cac-cau-hoi-khi-phong-van-ai#nh\u1eefng_c\u00e2u_h\u1ecfi_v\u1ec1_tr\u00ed_tu\u1ec7_nh\u00e2n_t\u1ea1o\"><p>C\u00f3 nhi\u1ec1u \u0111\u00e1p \u00e1n d\u00e0nh cho c\u00e2u h\u1ecfi <a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_intelligence\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI<\/a> \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 l\u00e0m g\u00ec, nh\u01b0ng c\u00e1ch tr\u1ea3 l\u1eddi th\u00f4ng minh nh\u1ea5t l\u00e0 li\u1ec7t k\u00ea to\u00e0n b\u1ed9 nh\u1eefng \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf nh\u01b0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i, chatbots, mua s\u1eafm tr\u1ef1c tuy\u1ebfn,&#8230; B\u1edfi khi \u0111\u00f3 b\u1ea1n c\u00f3 th\u1ec3 l\u1ed3ng gh\u00e9p nhi\u1ec1u v\u00ed d\u1ee5 minh h\u1ecda v\u00e0 d\u1ec5 d\u00e0ng g\u00e2y \u1ea5n t\u01b0\u1ee3ng v\u1edbi nh\u00e0 tuy\u1ec3n d\u1ee5ng.<\/p><\/blockquote>\n<h2><span id=\"2_Dau_la_nhung_ngon_ngu_lap_trinh_pho_bien_trong_tri_tue_nhan_tao_AI\"><strong>2. \u0110\u00e2u l\u00e0 nh\u1eefng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn trong tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI?<\/strong><\/span><\/h2>\n<p>Ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh l\u00e0 m\u1ed9t trong nh\u1eefng c\u00e2u h\u1ecfi m\u00e0 m\u1ecdi \u1ee9ng vi\u00ean tham gia ph\u1ecfng v\u1ea5n AI \u0111\u1ec1u ph\u1ea3i thu\u1ed9c n\u1eb1m l\u00f2ng. 5 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ph\u1ed5 bi\u1ebfn trong tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hi\u1ec7n nay l\u00e0 Python, R, Lips, Java, Prolog. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 n\u00eau th\u00eam \u1ee9ng d\u1ee5ng c\u00e1c ng\u00f4n ng\u1eef n\u00e0y \u0111\u1ec3 ch\u1ee9ng minh v\u1ec1 t\u00ednh ph\u1ed5 bi\u1ebfn c\u1ee7a ch\u00fang.<\/p>\n<h2><span id=\"3_Su_khac_biet_giua_Machine_Learning_va_Deep_Learning_la_gi\"><strong>3. S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa Machine Learning v\u00e0 Deep Learning l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>\u0110\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y, tr\u01b0\u1edbc ti\u00ean b\u1ea1n c\u1ea7n ph\u00e2n bi\u1ec7t r\u1ea1ch r\u00f2i kh\u00e1i ni\u1ec7m Machine Learning v\u00e0 Deep Learning. <span class=\"ng-star-inserted\">Hi\u1ec3u r\u00f5\u00a0<\/span><a href=\"https:\/\/jobsgo.vn\/blog\/machine-learning-la-gi\/\"><strong class=\"ng-star-inserted\"><span class=\"ng-star-inserted\">machine learning l\u00e0 g\u00ec<\/span><\/strong><\/a><span class=\"ng-star-inserted\">\u00a0&#8211; m\u1ed9t \u1ee9ng d\u1ee5ng c\u1ee7a AI cho ph\u00e9p h\u1ec7 th\u1ed1ng t\u1ef1 h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh t\u01b0\u1eddng minh &#8211; l\u00e0 b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean.<\/span> D\u01b0\u1edbi g\u00f3c \u0111\u1ed9 khoa h\u1ecdc, Machine Learning l\u00e0 \u1ee9ng d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u ho\u1eb7c d\u1ef1 \u0111o\u00e1n li\u00ean quan. Trong khi \u0111\u00f3, Deep Learning l\u00e0 k\u1ef9 thu\u1eadt hi\u1ec7n th\u1ef1c h\u00f3a to\u00e0n b\u1ed9 d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c t\u1eeb, Machine Learning. T\u1eeb \u0111\u1ecbnh ngh\u0129a, h\u00e3y t\u1eadp trung v\u00e0o \u0111\u1eb7c tr\u01b0ng ri\u00eang t\u1eebng thu\u1eadt ng\u1eef, \u0111\u1ed3ng th\u1eddi l\u1ea5y th\u00eam v\u00ed d\u1ee5 \u0111\u1ec3 ph\u00e9p so s\u00e1nh th\u00eam ph\u1ea7n sinh \u0111\u1ed9ng.<\/p>\n<h2><span id=\"4_Neu_dinh_nghia_ve_phep_thu_Turing_Turing_Test\"><strong>4. N\u00eau \u0111\u1ecbnh ngh\u0129a v\u1ec1 ph\u00e9p th\u1eed Turing (Turing Test)<\/strong><\/span><\/h2>\n<p>Turing Test l\u00e0 m\u1ed9t d\u1ea1ng b\u00e0i ki\u1ec3m tra n\u0103ng l\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ee7a m\u00e1y t\u00ednh. Trong ph\u00e9p th\u1eed Turing, m\u00e1y t\u00ednh s\u1ebd th\u1ef1c hi\u1ec7n nhi\u1ec1u thu\u1eadt to\u00e1n \u0111\u1ec3 th\u1eed kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n c\u1ee7a con ng\u01b0\u1eddi. N\u1ebfu kh\u00f4ng b\u1ecb \u201cph\u00e1t hi\u1ec7n\u201d l\u00e0 m\u00e1y m\u00f3c, ch\u00fang \u0111\u01b0\u1ee3c coi l\u00e0 nh\u1eefng si\u00eau m\u00e1y t\u00ednh c\u00f3 \u201ctr\u00ed tu\u1ec7\u201d si\u00eau vi\u1ec7t.<\/p>\n<figure id=\"attachment_55625\" aria-describedby=\"caption-attachment-55625\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cau-hoi-phong-van-AI-Engineer.jpg\"><img loading=\"lazy\" class=\"size-full wp-image-55625\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cau-hoi-phong-van-AI-Engineer.jpg\" alt=\"c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n AI Engineer\" width=\"800\" height=\"450\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cau-hoi-phong-van-AI-Engineer.jpg 800w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cau-hoi-phong-van-AI-Engineer-300x169.jpg 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cau-hoi-phong-van-AI-Engineer-150x84.jpg 150w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/cau-hoi-phong-van-AI-Engineer-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><figcaption id=\"caption-attachment-55625\" class=\"wp-caption-text\"><center><em><strong>Ph\u00e9p th\u1eed Turing (Turing Test) l\u00e0 g\u00ec?<\/strong><\/em><\/center><\/figcaption><\/figure>\n<h2><span id=\"5_Q_8211_Learning_la_gi\"><strong>5. Q &#8211; Learning l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>Nh\u1eafc \u0111\u1ebfn c\u00e1c <strong>c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI<\/strong>, ch\u1eafc ch\u1eafn kh\u00f4ng th\u1ec3 b\u1ecf qua Q &#8211; Learning l\u00e0 g\u00ec. \u0110\u00e2y th\u1ef1c ch\u1ea5t l\u00e0 thu\u1eadt to\u00e1n H\u1ecdc t\u1eadp c\u1ee7ng c\u1ed1 \u0111\u00f2i h\u1ecfi ch\u1ee7 th\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 t\u00ecm hi\u1ec3u ch\u00ednh s\u00e1ch t\u1ed1i \u01b0u t\u1eeb kinh nghi\u1ec7m v\u00e0 m\u00f4i tr\u01b0\u1eddng.<\/p>\n<h2><span id=\"6_He_chuyen_gia_la_gi\"><strong>6. H\u1ec7 chuy\u00ean gia l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>H\u1ec7 chuy\u00ean gia l\u00e0 m\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1edbi ki\u1ebfn th\u1ee9c t\u01b0\u01a1ng t\u1ef1 nh\u01b0 chuy\u00ean gia trong m\u1ed9t l\u0129nh v\u1ef1c nh\u1ea5t \u0111\u1ecbnh. Ki\u1ebfn th\u1ee9c H\u1ec7 chuy\u00ean gia ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 thay th\u1ebf cho con ng\u01b0\u1eddi x\u00e9t tr\u00ean ti\u00eau chu\u1ea9n AI.<\/p>\n<h2><span id=\"7_He_chuyen_gia_co_nhung_uu_diem_noi_bat_nao\"><strong>7. H\u1ec7 chuy\u00ean gia c\u00f3 nh\u1eefng \u01b0u \u0111i\u1ec3m n\u1ed5i b\u1eadt n\u00e0o?<\/strong><\/span><\/h2>\n<p>H\u1ec7 chuy\u00ean gia c\u00f3 r\u1ea5t nhi\u1ec1u \u01b0u \u0111i\u1ec3m n\u1ed5i b\u1eadt, ti\u00eau bi\u1ec3u nh\u1ea5t ph\u1ea3i k\u1ec3 \u0111\u1ebfn t\u00ednh nh\u1ea5t qu\u00e1n cao, b\u1ed9 nh\u1edb t\u1ed1t, ho\u1ea1t \u0111\u1ed9ng \u0111a l\u0129nh v\u1ef1c, ph\u1ea3n h\u1ed3i nhanh v\u00e0 \u0111\u00e1nh gi\u00e1 v\u00f4 c\u00f9ng c\u00f4ng b\u1eb1ng, chu\u1ea9n x\u00e1c.<\/p>\n<h2><span id=\"8_Bidirectional_Encoder_Representations_from_Transformers_BERT_la_gi\"><strong>8. Bidirectional Encoder Representations from Transformers (BERT) l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>BERT l\u00e0 m\u1ed9t b\u00e0i b\u00e1o m\u1edbi \u0111\u01b0\u1ee3c xu\u1ea5t b\u1ea3n b\u1edfi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u tr\u1ef1c thu\u1ed9c Google AI Language. N\u00f3 nhanh ch\u00f3ng t\u1ea1o ra c\u01a1n s\u1ed1t nh\u1edd kh\u1ea3 n\u0103ng tr\u00ecnh b\u00e0y h\u00e0ng lo\u1ea1t k\u1ebft qu\u1ea3 Machine Learning ti\u00ean ti\u1ebfn b\u1eb1ng nhi\u1ec7m v\u1ee5 NLP.<\/p>\n<h2><span id=\"9_Thuat_toan_A_la_gib\"><strong>9. Thu\u1eadt to\u00e1n A* l\u00e0 g\u00ec?b<\/strong><\/span><\/h2>\n<p>Thu\u1eadt to\u00e1n A* c\u0169ng l\u00e0 m\u1ed9t trong c\u00e1c <strong>c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI<\/strong> v\u00f4 c\u00f9ng ph\u1ed5 bi\u1ebfn. C\u1ee5 th\u1ec3, A* l\u00e0 m\u1ed9t thu\u1eadt to\u00e1n m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng v\u1edbi nhi\u1ec1u m\u1ee5c \u0111\u00edch kh\u00e1c nhau, n\u1ed5i b\u1eadt nh\u1ea5t ph\u1ea3i k\u1ec3 \u0111\u1ebfn l\u00e0 t\u00ednh n\u0103ng duy\u1ec7t qua \u0111\u1ed3 th\u1ecb \u0111\u1ec3 t\u00ecm \u0111\u01b0\u1eddng t\u1ed1i \u01b0u gi\u1eefa c\u00e1c \u0111\u1ec9nh kh\u00e1c nhau.<\/p>\n<h2><span id=\"10_Neu_dinh_nghia_thuat_toan_tim_kiem_theo_chieu_rong\"><strong>10. N\u00eau \u0111\u1ecbnh ngh\u0129a thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo chi\u1ec1u r\u1ed9ng<\/strong><\/span><\/h2>\n<p>Thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo chi\u1ec1u r\u1ed9ng hay c\u00f2n \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi t\u00ean g\u1ecdi BFS l\u00e0 thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh v\u00e0 t\u00ecm ki\u1ebfm c\u1ea5u tr\u00fac c\u00e2y ho\u1eb7c \u0111\u1ed3 th\u1ecb. Vi\u1ec7c t\u00ednh to\u00e1n \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh t\u1eeb \u0111\u1ec9nh ho\u1eb7c g\u1ed1c, d\u1ea7n d\u1ea7n ti\u1ebfn h\u00e0nh qua c\u00e1c \u0111\u1ec9nh l\u00e2n c\u1eadn \u0111\u1ebfn c\u00e1c \u0111\u1ec9nh xung quanh. To\u00e0n b\u1ed9 thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo chi\u1ec1u r\u1ed9ng s\u1eed d\u1ee5ng c\u1ea5u tr\u00fac d\u1eef li\u1ec7u FIFO n\u00ean n\u00f3 c\u00f3 th\u1ec3 t\u00ecm ra \u0111\u01b0\u1eddng \u0111i t\u1ed1i \u01b0u nh\u1ea5t so v\u1edbi c\u00e1c c\u00f4ng th\u1ee9c t\u00ednh to\u00e1n th\u00f4ng th\u01b0\u1eddng.<\/p>\n<h2><span id=\"11_Thuat_toan_tim_kiem_theo_chieu_sau_la_gi\"><strong>11. Thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo chi\u1ec1u s\u00e2u l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>Thu\u1eadt to\u00e1n t\u00ecm chi\u1ec1u s\u00e2u DFS l\u00e0 thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm d\u1ef1a tr\u00ean ng\u0103n x\u1ebfp LIFO th\u00f4ng qua m\u1ed9t ph\u00e9p \u0111\u1ec7 quy. Trong thu\u1eadt to\u00e1n n\u00e0y, c\u00e1c \u0111\u1ec9nh \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp kh\u00e1c bi\u1ec7t ho\u00e0n to\u00e0n so v\u1edbi BFS do qu\u00e1 tr\u00ecnh kh\u1edfi t\u1ea1o t\u1eeb g\u1ed1c v\u00e0 ph\u00e1t tri\u1ec3n theo qu\u00e3ng \u0111\u01b0\u1eddng xa nh\u1ea5t v\u1ec1 m\u1ed7i nh\u00e1nh.<\/p>\n<figure id=\"attachment_55626\" aria-describedby=\"caption-attachment-55626\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/nhung-cau-hoi-ve-tri-tue-nhan-tao.jpg\"><img loading=\"lazy\" class=\"size-full wp-image-55626\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/nhung-cau-hoi-ve-tri-tue-nhan-tao.jpg\" alt=\"nh\u1eefng c\u00e2u h\u1ecfi v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o\" width=\"800\" height=\"400\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/nhung-cau-hoi-ve-tri-tue-nhan-tao.jpg 800w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/nhung-cau-hoi-ve-tri-tue-nhan-tao-300x150.jpg 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/nhung-cau-hoi-ve-tri-tue-nhan-tao-150x75.jpg 150w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/nhung-cau-hoi-ve-tri-tue-nhan-tao-768x384.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><figcaption id=\"caption-attachment-55626\" class=\"wp-caption-text\"><center><em><strong>Thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo chi\u1ec1u s\u00e2u l\u00e0 g\u00ec?<\/strong><\/em><\/center><\/figcaption><\/figure>\n<h2><span id=\"12_Thuat_toan_tim_kiem_theo_hai_chieu_la_gi\"><strong>12. Thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm theo hai chi\u1ec1u l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>T\u00ecm ki\u1ebfm theo hai chi\u1ec1u l\u00e0 thu\u1eadt to\u00e1n di\u1ec5n ra \u1edf hai n\u00fat xu\u1ea5t ph\u00e1t, m\u1ee5c ti\u00eau v\u00e0 ch\u1ec9 d\u1eebng l\u1ea1i khi g\u1eb7p \u0111\u01b0\u1ee3c giao \u0111i\u1ec3m chung. Thu\u1eadt to\u00e1n t\u00ecm ki\u1ebfm kh\u00f4ng ch\u1ec9 gi\u00fap gi\u1ea3m \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a kh\u00f4ng gian l\u01b0u tr\u1eef m\u00e0 c\u00f2n t\u1ed1i \u01b0u gi\u00fap ch\u00fang \u201cg\u1ecdn nh\u1eb9\u201d h\u01a1n r\u1ea5t nhi\u1ec1u.<\/p>\n<h2><span id=\"13_Giai_thich_chi_tiet_ve_thuat_toan_cat_tia_Alpha-Beta\"><strong>13. Gi\u1ea3i th\u00edch chi ti\u1ebft v\u1ec1 thu\u1eadt to\u00e1n c\u1eaft t\u1ec9a Alpha-Beta<\/strong><\/span><\/h2>\n<p>Thu\u1eadt to\u00e1n c\u1eaft t\u1ec9a Alpha-Beta l\u00e0 thu\u1eadt to\u00e1n gi\u1ea3m s\u1ed1 l\u01b0\u1ee3ng c\u00e1c n\u00fat duy\u1ec7t thu\u1eadt to\u00e1n Minimax trong c\u00e2y t\u00ecm ki\u1ebfm. Tr\u00ean th\u1ef1c t\u1ebf, Alpha-Beta th\u01b0\u1eddng \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng t\u00ecm ki\u1ebfm \u0111\u1ed9 s\u00e2u \u201cn\u201d v\u00e0 m\u1ed9t v\u00e0i \u1ee9ng d\u1ee5ng li\u00ean quan.<\/p>\n<h2><span id=\"14_Liet_ke_nhung_ung_dung_quan_trong_cua_logic_mo\"><strong>14. Li\u1ec7t k\u00ea nh\u1eefng \u1ee9ng d\u1ee5ng quan tr\u1ecdng c\u1ee7a logic m\u1edd<\/strong><\/span><\/h2>\n<p>\u1ee8ng d\u1ee5ng quan tr\u1ecdng c\u1ee7a logic m\u1edd \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u00e0 m\u1ed9t trong c\u00e1c <strong>c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI<\/strong> \u0111\u01b0\u1ee3c \u01b0a th\u00edch nh\u1ea5t. B\u1edfi n\u00f3 ch\u1ee7 y\u1ebfu thi\u00ean v\u1ec1 l\u00fd thuy\u1ebft thay v\u00ec t\u00ednh \u1ee9ng d\u1ee5ng nh\u01b0 h\u1ea7u h\u1ebft c\u00e1c c\u00e2u h\u1ecfi k\u1ec3 tr\u00ean. Trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, logic m\u1edd c\u00f3 r\u1ea5t nhi\u1ec1u \u1ee9ng d\u1ee5ng kh\u00e1c nhau, n\u1ed5i b\u1eadt v\u00e0 ph\u1ed5 bi\u1ebfn nh\u1ea5t ph\u1ea3i k\u1ec3 \u0111\u1ebfn:<\/p>\n<ul>\n<li>\u1ee8ng d\u1ee5ng nh\u1eadn di\u1ec7n ch\u00ednh x\u00e1c khu\u00f4n m\u1eb7t, ph\u1ee5c v\u1ee5 cho t\u00ednh n\u0103ng b\u1ea3o m\u1eadt tr\u00ean c\u00e1c thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed th\u00f4ng minh.<\/li>\n<li>Logic m\u1edd \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong s\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed nh\u01b0 \u0111i\u1ec1u h\u00f2a, m\u00e1y gi\u1eb7t, m\u00e1y h\u00fat b\u1ee5i,&#8230;<\/li>\n<li>Ki\u1ec3m so\u00e1t, \u0111\u1ea3m b\u1ea3o an to\u00e0n cho h\u1ec7 th\u1ed1ng t\u00e0u \u0111i\u1ec7n ng\u1ea7m v\u00e0 m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i.<\/li>\n<li>N\u00e2ng cao t\u00ednh ch\u00ednh x\u00e1c cho h\u1ec7 th\u1ed1ng d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft qu\u1ed1c gia.<\/li>\n<li>Th\u1ef1c hi\u1ec7n \u0111\u00e1nh gi\u00e1 r\u1ee7i ro d\u1ef1 \u00e1n, giao d\u1ecbch ch\u1ee9ng kho\u00e1n, t\u00e0i ch\u00ednh,&#8230;<\/li>\n<li>H\u1ed7 tr\u1ee3 l\u00ean k\u1ebf ho\u1ea1ch ch\u1ea9n \u0111o\u00e1n v\u00e0 \u0111i\u1ec1u tr\u1ecb y t\u1ebf trong c\u00e1c b\u1ec7nh vi\u1ec7n.<\/li>\n<\/ul>\n<h2><span id=\"15_Logic_vi_tu_bac_mot_la_gi\"><strong>15. Logic v\u1ecb t\u1eeb b\u1eadc m\u1ed9t l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>Logic v\u1ecb t\u1eeb b\u1eadc m\u1ed9t l\u00e0 t\u1eadp h\u1ee3p c\u00e1c h\u1ec7 th\u1ed1ng c\u00e1c c\u00e2u ch\u00ednh th\u1ee9c v\u1edbi m\u1ed7i c\u00e2u \u0111\u01b0\u1ee3c chia th\u00e0nh m\u1ed9t c\u1ee5m ch\u1ee7 ng\u1eef, v\u1ecb ng\u1eef \u0111\u1ea7y \u0111\u1ee7. Theo nguy\u00ean t\u1eafc, v\u1ecb ng\u1eef trong logic v\u1ecb t\u1eeb ch\u1ee7 \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t ch\u1ee7 ng\u1eef v\u00e0 ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 thay \u0111\u1ed5i ho\u1eb7c t\u00e1i \u0111\u1ecbnh ngh\u0129a theo thu\u1ed9c t\u00ednh g\u1ed1c c\u1ee7a ch\u1ee7 ng\u1eef.<\/p>\n<h2><span id=\"16_Ky_thuat_noi_bat_trong_Machine_Learning_la_gi\"><strong>16. K\u1ef9 thu\u1eadt n\u1ed5i b\u1eadt trong Machine Learning l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>\u1ede c\u00e2u h\u1ecfi n\u00e0y, b\u1ea1n h\u00e3y tr\u00ecnh b\u00e0y s\u01a1 qua v\u1ec1 kh\u00e1i ni\u1ec7m Machine Learning \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u00fang t\u00f4i \u0111\u1ec1 c\u1eadp ph\u00eda b\u00ean tr\u00ean. Sau \u0111\u1ecbnh ngh\u0129a, b\u1ea1n s\u1ebd li\u1ec7t k\u00ea c\u00e1c k\u1ef9 thu\u1eadt n\u1ed5i b\u1eadt nh\u1ea5t nh\u01b0 H\u1ed3i quy, Ph\u00e2n l\u1edbp, Ph\u00e2n c\u1ee5m, H\u1ecdc s\u00e2u,&#8230; \u0110\u1eebng qu\u00ean tr\u00ecnh b\u00e0y thu\u1ed9c t\u00ednh c\u1ee7a c\u00e1c k\u1ef9 thu\u1eadt n\u00e0y \u0111\u1ec3 ghi th\u00eam \u0111i\u1ec3m chuy\u00ean m\u00f4n.<\/p>\n<h2><span id=\"17_Hoc_sau_la_gi\"><strong>17. H\u1ecdc s\u00e2u l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>H\u1ecdc s\u00e2u th\u1ef1c ch\u1ea5t l\u00e0 t\u1eadp h\u1ee3p con c\u1ee7a Machine Learning th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra m\u1ea1ng n\u01a1 ron nh\u00e2n t\u1ea1o \u0111a l\u1edbp c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao d\u1ef1a tr\u00ean c\u00e1c th\u1ed1ng d\u1eef li\u1ec7u thu th\u1eadp tr\u01b0\u1edbc \u0111\u00f3.<\/p>\n<figure id=\"attachment_55627\" aria-describedby=\"caption-attachment-55627\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/mot-so-cau-hoi-ve-AI.jpg\"><img loading=\"lazy\" class=\"size-full wp-image-55627\" src=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/mot-so-cau-hoi-ve-AI.jpg\" alt=\"m\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi v\u1ec1 AI\" width=\"800\" height=\"450\" srcset=\"https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/mot-so-cau-hoi-ve-AI.jpg 800w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/mot-so-cau-hoi-ve-AI-300x169.jpg 300w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/mot-so-cau-hoi-ve-AI-150x84.jpg 150w, https:\/\/media-blog.jobsgo.vn\/blog\/wp-content\/uploads\/2023\/05\/mot-so-cau-hoi-ve-AI-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/a><figcaption id=\"caption-attachment-55627\" class=\"wp-caption-text\"><center><em><strong>H\u1ecdc s\u00e2u l\u00e0 g\u00ec?<\/strong><\/em><\/center><\/figcaption><\/figure>\n<h2><span id=\"18_Naive_Bayes_la_gi\"><strong>18. Naive Bayes l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>Naive Bayes l\u00e0 m\u1ed9t thu\u1eadt to\u00e1n ti\u00eau bi\u1ec3u cho m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n d\u1ef1a tr\u00ean \u0110\u1ecbnh l\u00fd Bayes. Naive Bayes s\u1edf h\u1eefu t\u00ednh n\u0103ng \u0111\u00f3ng g\u00f3p \u0111\u1ed9c l\u1eadp v\u00e0 b\u00ecnh \u0111\u1eb3ng v\u1edbi m\u1ecdi k\u1ebft qu\u1ea3.<\/p>\n<h2><span id=\"19_He_thong_goi_y_la_gi\"><strong>19. H\u1ec7 th\u1ed1ng g\u1ee3i \u00fd l\u00e0 g\u00ec?\u00a0<\/strong><\/span><\/h2>\n<p>H\u1ec7 th\u1ed1ng g\u1ee3i \u00fd l\u00e0 h\u1ec7 th\u1ed1ng l\u1ecdc th\u00f4ng tin \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n, ph\u00e2n t\u00edch s\u1edf th\u00edch ng\u01b0\u1eddi d\u00f9ng d\u1ef1a tr\u00ean bi\u1ec3u m\u1eabu thi\u1ebft l\u1eadp s\u1eb5n khi ng\u01b0\u1eddi d\u00f9ng truy c\u1eadp v\u00e0o h\u1ec7 th\u1ed1ng.<\/p>\n<h2><span id=\"20_Ham_chi_phi_la_gi\"><strong>20. H\u00e0m chi ph\u00ed l\u00e0 g\u00ec?<\/strong><\/span><\/h2>\n<p>H\u00e0m chi ph\u00ed l\u00e0 m\u1ed9t h\u00e0m v\u00f4 h\u01b0\u1edbng c\u00f3 ch\u1ee9c n\u0103ng \u0111\u1ecbnh l\u01b0\u1ee3ng c\u00e1c h\u1ec7 s\u1ed1 l\u1ed7i c\u1ee7a m\u1ea1ng n\u01a1 ron nh\u00e2n t\u1ea1o. M\u1ea1ng c\u00e0ng th\u00f4ng minh, c\u00e1c h\u1ec7 s\u1ed1 l\u1ed7i s\u1ebd c\u00e0ng th\u1ea5p.<\/p>\n<p>Hy v\u1ecdng th\u00f4ng tin chia s\u1ebb c\u1ee7a <strong><a href=\"https:\/\/jobsgo.vn\/\">JobsGO<\/a><\/strong> v\u1ec1 c\u00e1c <strong>c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI<\/strong> trong b\u00e0i vi\u1ebft n\u00e0y s\u1ebd h\u1eefu \u00edch v\u1edbi b\u1ea1n<span class=\"ng-star-inserted\">, \u0111\u1eb7c bi\u1ec7t n\u1ebfu b\u1ea1n \u0111ang \u1ee9ng tuy\u1ec3n v\u00e0o v\u1ecb tr\u00ed\u00a0<\/span><a href=\"https:\/\/jobsgo.vn\/blog\/ky-su-ai\/\"><strong class=\"ng-star-inserted\"><span class=\"ng-star-inserted\">k\u1ef9 s\u01b0 AI<\/span><\/strong><\/a>. \u0110\u00e2y l\u00e0 l\u0129nh v\u1ef1c kh\u00f3 v\u00e0 nh\u1eefng c\u00e2u h\u1ecfi \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea trong b\u00e0i vi\u1ebft ch\u1ec9 l\u00e0 m\u1ed9t ph\u1ea7n r\u1ea5t nh\u1ecf trong b\u1ed9 c\u00e2u h\u1ecfi ph\u1ecfng v\u1ea5n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u1ed5ng l\u1ed3. B\u1ea1n h\u00e3y nghi\u00ean c\u1ee9u, tham kh\u1ea3o th\u00eam nhi\u1ec1u th\u00f4ng tin \u0111\u1ec3 c\u00f3 s\u1ef1 chu\u1ea9n b\u1ecb t\u1ed1t nh\u1ea5t cho v\u00f2ng ph\u1ecfng v\u1ea5n.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0110\u00e1nh gi\u00e1 post Th\u1eddi \u0111\u1ea1i 4.0 \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc chuy\u1ec3n m\u00ecnh m\u1ea1nh m\u1ebd c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 m\u00e0n \u201cch\u00e0o s\u00e2n\u201d \u0111\u1ea7y \u1ea5n t\u01b0\u1ee3ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Tr\u01b0\u1edbc s\u1ee9c h\u00fat m\u1ea1nh m\u1ebd c\u1ee7a AI, kh\u00f4ng \u00edt b\u1ea1n tr\u1ebb m\u1ea1nh&#8230;<\/p>\n","protected":false},"author":39,"featured_media":55624,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"","_yoast_wpseo_title":"20+ c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI th\u01b0\u1eddng g\u1eb7p & c\u00e1ch tr\u1ea3 l\u1eddi - JobsGO Blog","_yoast_wpseo_metadesc":"C\u00e1c c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI nh\u00e0 tuy\u1ec3n d\u1ee5ng th\u01b0\u1eddng h\u1ecfi: tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI d\u00f9ng l\u00e0m g\u00ec, ng\u00f4n ng\u1eef AI, ph\u00e9p th\u1eed Turing,...Click t\u00ecm hi\u1ec3u","_yoast_wpseo_focus_keyphrase":"","faq":"","nganh_nghe_chuc_vu_lien_quan":["Th\u1ef1c T\u1eadp C\u00f4ng Ngh\u1ec7 Th\u00f4ng Tin"]},"categories":[7],"tags":[],"yoast_head":"\n<title>20+ c\u00e2u h\u1ecfi khi ph\u1ecfng v\u1ea5n AI th\u01b0\u1eddng g\u1eb7p &amp; c\u00e1ch tr\u1ea3 l\u1eddi - 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