{"id":3311,"date":"2021-09-07T03:20:16","date_gmt":"2021-09-07T03:20:16","guid":{"rendered":"http:\/\/training.cloud-ace.vn\/?page_id=3311"},"modified":"2022-08-01T04:08:03","modified_gmt":"2022-08-01T04:08:03","slug":"machine-learning-with-tensorflow-on-google-cloud","status":"publish","type":"page","link":"https:\/\/training.cloud-ace.vn\/en\/googlecloudtraining\/machine-learning-with-tensorflow-on-google-cloud\/","title":{"rendered":"Machine Learning with Tensorflow on Google Cloud"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"3311\" class=\"elementor elementor-3311\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-518c844 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"518c844\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ebbe37a\" data-id=\"ebbe37a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-49e2d2a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"49e2d2a\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-caa2b6e\" data-id=\"caa2b6e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3432176 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_image\" data-id=\"3432176\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au76888c76\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/09\/Asset-19.png\" alt=\"Asset 19\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-0b81dbe\" data-id=\"0b81dbe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18d4484 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"18d4484\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h2 class=\"aux-modern-heading-primary\">Overview<\/h2><div class=\"aux-modern-heading-description\"><p><span data-sheets-value=\"{\" data-sheets-userformat=\"{\">Learn how to write distributed machine learning models that scale in Tensorflow 2.x, scale out the training of those models. and offer high-performance predictions. Convert raw data to features in a way that allows ML to learn important characteristics from the data and bring human insight to bear on the problem. Finally, learn how to incorporate the right mix of parameters that yields accurate, generalized models and knowledge of the theory to solve specific types of ML problems. You will experiment with end-to-end ML, starting from building an ML-focused strategy and progressing into model training, optimization, and productionalization with hands-on labs using Google Cloud.<br \/>K\u1ebft th\u00fac kh\u00f3a h\u1ecdc b\u1ea1n s\u1ebd c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng model ML qua t\u1ea5t c\u1ea3 c\u00e1c giai \u0111o\u1ea1n tr\u00ean Google Cloud gi\u1ed1ng nh\u01b0 th\u1ef1c t\u1ebf th\u00f4ng qua th\u1ef1c h\u00e0nh b\u00e0i Lab c\u1ee7a Google Cloud <\/span><\/p><p class=\"time\">Duration: 40h<\/p><p class=\"time\">H\u1ecdc ph\u00ed: 23,500,000 VND\u00a0<\/p><\/div><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89718f3 elementor-widget__width-auto aux-appear-watch-animation aux-scale-down-1 elementor-widget-mobile__width-inherit elementor-widget elementor-widget-aux_modern_button\" data-id=\"89718f3\" data-element_type=\"widget\" id=\"register-btn\" data-widget_type=\"aux_modern_button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t    <div class=\"aux-modern-button-wrapper aux-modern-button-align-left\" >\n                    <a class=\"aux-modern-button aux-black aux-modern-button-md aux-modern-button-normal aux-modern-button-default aux-icon-\">\n                <div class=\"aux-overlay\"><\/div>\n                                    <div class=\"aux-icon\">\n                                            <\/div>\n                                <div class=\"aux-text\">\n<span class=\"aux-text-before\">REGISTER NOW<\/span>                <\/div>\n            <\/a>\n            \n    <\/div>\n\n    \t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06e69ce elementor-widget elementor-widget-html\" data-id=\"06e69ce\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script>\n   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<\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d1d7504 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d1d7504\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3b198ea\" data-id=\"3b198ea\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a422811 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a422811\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8825fc7\" data-id=\"8825fc7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-05e1b85 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"05e1b85\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\">Objective <\/h5><div class=\"aux-modern-heading-description\"><p>After completing the course, students will have the following knowledge:<\/p><\/div><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"aux-scroll-anim elementor-element elementor-element-a43da05 aux-appear-watch-animation aux-fade-in-left-1 elementor-widget elementor-widget-aux_text\" data-move-in=\"\" data-move-out=\"\" data-axis-x=\"150\" data-axis-y=\"100\" data-rotate=\"90\" data-scale=\"1\" data-vp-top=\"0.5\" data-vp-bot=\"0.5\" data-el-top=\"0.2\" data-scroll-animation-off=\"1024\" data-id=\"a43da05\" data-element_type=\"widget\" data-widget_type=\"aux_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-text aux-parent-aua0a9564f\">        <div class=\"aux-widget-advanced-text aux-wrap-style-simple aux-ico-pos-top aux-text-left aux-text-resp- aux-text-color-dark aux-text-widget-bg-center\" >\n        \n            \n            <div class=\"aux-text-inner aux-text-widget-content\">\n                                <div class=\"widget-content\">\n                                        <ul>\n<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;- Hi\u1ec3u v\u1ec1 Machine Learning d\u01b0\u1edbi g\u00f3c nh\u00ecn kinh doanh.\\n- Hi\u1ec3u c\u00e1ch ML t\u1ed1i \u01b0u h\u00f3a c\u00f4ng vi\u1ec7c v\u00e0 c\u00e1ch c\u00e1c tham s\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u00f4 h\u00ecnh trong qu\u00e1 tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a\\n- Bi\u1ebft c\u00e1ch t\u1ea1o model tr\u00ean Tensorflow s\u1eed d\u1ee5ng c\u1ea3 c\u00f4ng c\u1ee5 \u01b0\u1edbc t\u00ednh c\u00f3 s\u1eb5n ho\u1eb7c t\u00f9y ch\u1ec9nh, sau \u0111\u00f3 t\u1ef1 Training model ho\u1eb7c s\u1eed d\u1ee5ng Cloud AI Platform.\\n- Hi\u1ec3u t\u1ea1i sao k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh l\u1ea1i r\u1ea5t quan tr\u1ecdng vi\u1ec7c \u1ee9ng d\u1ee5ng t\u1ed1t ML v\u00e0 l\u00e0m quen v\u1edbi m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 h\u1ed7 tr\u1ee3 ML engineer nh\u01b0 Cloud Dataflow v\u00e0 Cloud Dataprep.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:13057,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0,&quot;15&quot;:&quot;Roboto&quot;,&quot;16&quot;:11}\">Think strategically and analytically about ML as a business process and consider the fairness implications with respect to ML<\/span><\/li>\n<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;- Hi\u1ec3u v\u1ec1 Machine Learning d\u01b0\u1edbi g\u00f3c nh\u00ecn kinh doanh.\\n- Hi\u1ec3u c\u00e1ch ML t\u1ed1i \u01b0u h\u00f3a c\u00f4ng vi\u1ec7c v\u00e0 c\u00e1ch c\u00e1c tham s\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u00f4 h\u00ecnh trong qu\u00e1 tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a\\n- Bi\u1ebft c\u00e1ch t\u1ea1o model tr\u00ean Tensorflow s\u1eed d\u1ee5ng c\u1ea3 c\u00f4ng c\u1ee5 \u01b0\u1edbc t\u00ednh c\u00f3 s\u1eb5n ho\u1eb7c t\u00f9y ch\u1ec9nh, sau \u0111\u00f3 t\u1ef1 Training model ho\u1eb7c s\u1eed d\u1ee5ng Cloud AI Platform.\\n- Hi\u1ec3u t\u1ea1i sao k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh l\u1ea1i r\u1ea5t quan tr\u1ecdng vi\u1ec7c \u1ee9ng d\u1ee5ng t\u1ed1t ML v\u00e0 l\u00e0m quen v\u1edbi m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 h\u1ed7 tr\u1ee3 ML engineer nh\u01b0 Cloud Dataflow v\u00e0 Cloud Dataprep.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:13057,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0,&quot;15&quot;:&quot;Roboto&quot;,&quot;16&quot;:11}\">How ML optimization works and how various hyperparameters affect models during optimization<\/span><\/li>\n<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;- Hi\u1ec3u v\u1ec1 Machine Learning d\u01b0\u1edbi g\u00f3c nh\u00ecn kinh doanh.\\n- Hi\u1ec3u c\u00e1ch ML t\u1ed1i \u01b0u h\u00f3a c\u00f4ng vi\u1ec7c v\u00e0 c\u00e1ch c\u00e1c tham s\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u00f4 h\u00ecnh trong qu\u00e1 tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a\\n- Bi\u1ebft c\u00e1ch t\u1ea1o model tr\u00ean Tensorflow s\u1eed d\u1ee5ng c\u1ea3 c\u00f4ng c\u1ee5 \u01b0\u1edbc t\u00ednh c\u00f3 s\u1eb5n ho\u1eb7c t\u00f9y ch\u1ec9nh, sau \u0111\u00f3 t\u1ef1 Training model ho\u1eb7c s\u1eed d\u1ee5ng Cloud AI Platform.\\n- Hi\u1ec3u t\u1ea1i sao k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh l\u1ea1i r\u1ea5t quan tr\u1ecdng vi\u1ec7c \u1ee9ng d\u1ee5ng t\u1ed1t ML v\u00e0 l\u00e0m quen v\u1edbi m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 h\u1ed7 tr\u1ee3 ML engineer nh\u01b0 Cloud Dataflow v\u00e0 Cloud Dataprep.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:13057,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0,&quot;15&quot;:&quot;Roboto&quot;,&quot;16&quot;:11}\">How to write models in TensorFlow using both pre-made estimators as well as custom ones and train them locally or in Cloud AI Platform<\/span><\/li>\n<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;- Hi\u1ec3u v\u1ec1 Machine Learning d\u01b0\u1edbi g\u00f3c nh\u00ecn kinh doanh.\\n- Hi\u1ec3u c\u00e1ch ML t\u1ed1i \u01b0u h\u00f3a c\u00f4ng vi\u1ec7c v\u00e0 c\u00e1ch c\u00e1c tham s\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u00f4 h\u00ecnh trong qu\u00e1 tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a\\n- Bi\u1ebft c\u00e1ch t\u1ea1o model tr\u00ean Tensorflow s\u1eed d\u1ee5ng c\u1ea3 c\u00f4ng c\u1ee5 \u01b0\u1edbc t\u00ednh c\u00f3 s\u1eb5n ho\u1eb7c t\u00f9y ch\u1ec9nh, sau \u0111\u00f3 t\u1ef1 Training model ho\u1eb7c s\u1eed d\u1ee5ng Cloud AI Platform.\\n- Hi\u1ec3u t\u1ea1i sao k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh l\u1ea1i r\u1ea5t quan tr\u1ecdng vi\u1ec7c \u1ee9ng d\u1ee5ng t\u1ed1t ML v\u00e0 l\u00e0m quen v\u1edbi m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 h\u1ed7 tr\u1ee3 ML engineer nh\u01b0 Cloud Dataflow v\u00e0 Cloud Dataprep.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:13057,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0,&quot;15&quot;:&quot;Roboto&quot;,&quot;16&quot;:11}\">Why feature engineering is critical to success and how you can use various technologies including Cloud Dataflow and Cloud Dataprep<\/span><\/li>\n<\/ul>                <\/div>\n                            <\/div>\n        <\/div>\n                    <div class=\"aux-text-widget-footer\">\n                <div class=\"aux-border-shape-none\">\n                                <\/div>\n            <\/div>\n        \n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e57a3c8 elementor-widget elementor-widget-aux_image\" data-id=\"e57a3c8\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au5d765c93\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-4-5.png\" alt=\"Asset 4\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-97e8d56\" data-id=\"97e8d56\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c3cc6f aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"2c3cc6f\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\">Audience<\/h5><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"aux-scroll-anim elementor-element elementor-element-0b5c896 aux-appear-watch-animation aux-fade-in-left-1 elementor-widget elementor-widget-aux_text\" data-move-in=\"\" data-move-out=\"\" data-axis-x=\"150\" data-axis-y=\"100\" data-rotate=\"90\" data-scale=\"1\" data-vp-top=\"0.5\" data-vp-bot=\"0.5\" data-el-top=\"0.2\" data-scroll-animation-off=\"1024\" data-id=\"0b5c896\" data-element_type=\"widget\" data-widget_type=\"aux_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-text aux-parent-au47690dc6\">        <div class=\"aux-widget-advanced-text aux-wrap-style-simple aux-ico-pos-top aux-text-left aux-text-resp- aux-text-color-dark aux-text-widget-bg-center\" >\n        \n            \n            <div class=\"aux-text-inner aux-text-widget-content\">\n                                <div class=\"widget-content\">\n                                        <ul>\n<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Data Scientist, Data Engineer, Data Analytics mu\u1ed1n l\u00e0m vi\u1ec7c v\u1edbi Machine learning tr\u00ean cloud s\u1eed d\u1ee5ng TensorFlow 2.x v\u00e0 Keras.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:13057,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0,&quot;15&quot;:&quot;Roboto&quot;,&quot;16&quot;:11}\">Data scientists, data engineer and data analysts who want exposure to machine learning in the cloud using TensorFlow 2.x and Keras.<\/span><\/li>\n<\/ul>                <\/div>\n                            <\/div>\n        <\/div>\n                    <div class=\"aux-text-widget-footer\">\n                <div class=\"aux-border-shape-none\">\n                                <\/div>\n            <\/div>\n        \n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7657e96 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"7657e96\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\">prerequisite<\/h5><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"aux-scroll-anim elementor-element elementor-element-c3aa3d0 aux-appear-watch-animation aux-fade-in-left-1 elementor-widget elementor-widget-aux_text\" data-move-in=\"\" data-move-out=\"\" data-axis-x=\"150\" data-axis-y=\"100\" data-rotate=\"90\" data-scale=\"1\" data-vp-top=\"0.5\" data-vp-bot=\"0.5\" data-el-top=\"0.2\" data-scroll-animation-off=\"1024\" data-id=\"c3aa3d0\" data-element_type=\"widget\" data-widget_type=\"aux_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-text aux-parent-aub1b36a4a\">        <div class=\"aux-widget-advanced-text aux-wrap-style-simple aux-ico-pos-top aux-text-left aux-text-resp- aux-text-color-dark aux-text-widget-bg-center\" >\n        \n            \n            <div class=\"aux-text-inner aux-text-widget-content\">\n                                <div class=\"widget-content\">\n                                        <ul><li><span data-sheets-value=\"{\" data-sheets-userformat=\"{\" data-sheets-textstyleruns=\"{\" data-sheets-hyperlinkruns=\"[null,23,\">Have completed <a href=\"https:\/\/training.cloud-ace.vn\/en\/googlecloudtraining\/google-cloud-platform-big-data-and-machine-learning-fundamentals\/\">Big Data & Machine Learning Fundamentals<\/a><\/span><\/li><li><span data-sheets-value=\"{\" data-sheets-userformat=\"{\" data-sheets-textstyleruns=\"{\" data-sheets-hyperlinkruns=\"[null,23,\">Some familiarity with basic machine learning concepts<\/span><\/li><li><span data-sheets-value=\"{\" data-sheets-userformat=\"{\" data-sheets-textstyleruns=\"{\" data-sheets-hyperlinkruns=\"[null,23,\">Basic proficiency with a scripting language - Python preferred<\/span><\/li><\/ul>                <\/div>\n                            <\/div>\n        <\/div>\n                    <div class=\"aux-text-widget-footer\">\n                <div class=\"aux-border-shape-none\">\n                                <\/div>\n            <\/div>\n        \n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-477858c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"477858c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-70ce50a\" data-id=\"70ce50a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-67c66ca elementor-widget elementor-widget-aux_image\" data-id=\"67c66ca\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-auea629f6d\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-6-4.png\" alt=\"Asset 6\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3e1858 elementor-widget elementor-widget-aux_modern_heading\" data-id=\"d3e1858\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h4 class=\"aux-modern-heading-primary\">OUTLINE<\/h4><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f774f9f elementor-widget elementor-widget-html\" data-id=\"f774f9f\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"wrap-programs\">\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n          <div class=\"wrap-number-head\">\n            <h3 class=\"number-head\">01<\/h3>\n          <\/div>\n          <h4 class=\"title-head\">How Google Does Machine Learning<\/h4>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Develop a data strategy around machine learning.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Examine use cases that are then reimagined through an ML lens.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Recognize biases that ML can amplify.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Leverage Google Cloud Platform tools and environment to do ML.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Learn from Google's experience to avoid common pitfalls.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Carry out data science tasks in online collaborative notebooks.<\/h5>\n        <\/div>\n        <div class=\"body-program\">\n          <span class=\"icon-body\">+<\/span>\n          <h5 class=\"title-body\">Invoke pre-trained ML models from Cloud AI Platform.<\/h5>\n        <\/div>\n        \n    <\/div>\n    <div class=\"wrap-program\">\n      <div class=\"head-program\">\n    <div class=\"wrap-number-head\">\n      <h3 class=\"number-head\">02<\/h3>\n    <\/div>\n    <h4 class=\"title-head\">Launching into Machine Learning<\/h4>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Describe how to improve data quality.<\/h5>\n  <\/div>\n   <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Perform exploratory data analysis.<\/h5>\n  <\/div>\n     <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\"> Build and train supervised learning models.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\"> Optimize and evaluate models using loss functions and performance metrics.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\"> Mitigate common problems that arise in machine learning.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Create repeatable and scalable training, evaluation, and test datasets.<\/h5>\n  <\/div>\n  \n    <\/div>\n    <div class=\"wrap-program\">\n       <div class=\"head-program\">\n    <div class=\"wrap-number-head\">\n      <h3 class=\"number-head\">03<\/h3>\n    <\/div>\n    <h4 class=\"title-head\">Introduction to TensorFlow 2.x<\/h4>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Create TensorFlow 2.x and Keras machine learning models.<\/h5>\n  <\/div>\n   <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Describe Tensorflow 2.x key components.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Use the tf.data library to manipulate data and large datasets.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Use the Keras Sequential and Functional APIs for simple and advanced model creation.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Train, deploy, and productionalize ML models at scale with Cloud AI Platform.\n    <\/div>\n    <div class=\"wrap-program\">\n        <div class=\"head-program\">\n    <div class=\"wrap-number-head\">\n      <h3 class=\"number-head\">04<\/h3>\n    <\/div>\n    <h4 class=\"title-head\">Feature Engineering<\/h4>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Compare the key required aspects of a good feature.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Combine and create new feature combinations through feature crosses.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Perform feature engineering using BQML, Keras, and TensorFlow 2.x.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Understand how to preprocess and explore features with Cloud Dataflow and Cloud Dataprep.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Understand and apply how TensorFlow transforms features.<\/h5>\n  <\/div>\n  \n    <\/div>\n    <div class=\"wrap-program\">\n<div class=\"head-program\">\n    <div class=\"wrap-number-head\">\n      <h3 class=\"number-head\">05<\/h3>\n    <\/div>\n    <h4 class=\"title-head\">The Art and Science of ML<\/h4>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Optimize model performance with hyperparameter tuning.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Experiment with neural networks and fine-tune performance.<\/h5>\n  <\/div>\n  <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Enhance ML model features with embedding layers.<\/h5>\n  <\/div>\n  \n    <\/div>\n    <div class=\"wrap-program\">\n        <div class=\"head-program\">\n    <div class=\"wrap-number-head\">\n      <h3 class=\"number-head\">06<\/h3>\n    <\/div>\n    <h4 class=\"title-head\">Summary<\/h4>\n<\/div>\n <div class=\"body-program\">\n    <span class=\"icon-body\">+<\/span>\n     <h5 class=\"title-body\">Summary<\/h5>\n <\/div>\n\n    <\/div>\n  <\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50a25fd elementor-widget elementor-widget-html\" data-id=\"50a25fd\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"wrap-btn-more\">\n    <button class=\"btn-more-list-item\">\n    <\/button>\n<button class=\"btn-hidden-more-list-item\">\n    <\/button>\n<\/div>\n\n<script>\n\njQuery(document).ready(function($) {\n  $(\" #wrap-programs .wrap-program:nth-child(n+4)\").addClass(\"course-hidden\");\n  $(\".btn-hidden-more-list-item\").addClass(\"course-hidden\");\n  let numItems = $('.wrap-program').length;\n  let count_more = numItems - 3;\n  $('.btn-more-list-item').text(\"+ \" + count_more + \" More lessons\");\n  $(\".btn-more-list-item\").attr(\"onclick\", \"showLessionCourse()\");\n  $(\".btn-hidden-more-list-item\").attr(\"onclick\", \"hiddenLessionCourse()\");\n  \nshowLessionCourse = () => {\n  $(\" #wrap-programs .wrap-program:nth-child(n+4)\").removeClass(\"course-hidden\");\n  $(\".btn-more-list-item\").addClass(\"course-hidden\");\n  $(\".btn-hidden-more-list-item\").removeClass(\"course-hidden\").text(\"See less\");;\n}\nhiddenLessionCourse = () => {\n  $(\" #wrap-programs .wrap-program:nth-child(n+4)\").addClass(\"course-hidden\");\n  $(\".btn-more-list-item\").removeClass(\"course-hidden\");\n  $(\".btn-hidden-more-list-item\").addClass(\"course-hidden\");\n}\n});\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a704030 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a704030\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2f91ec6\" data-id=\"2f91ec6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c86caa8 aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"c86caa8\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\">Study with<br \/>\nGoogle Cloud expert<\/h5><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5a7a80 elementor-widget elementor-widget-html\" data-id=\"e5a7a80\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"columns\">\n    <div class=\"column\">\n      <div id=\"trainerInfo\">\n        <p id=\"trainerName\" class=\"text-right blue\"><\/p>\n        <p id=\"trainerPosition\" class=\"text-right blue-2\"><\/p>\n        <p id=\"trainerDescription\" class=\"text-right\"><\/p>\n      <\/div>\n    <\/div>\n    <div class=\"column\">\n      <div class=\"trainerList\">\n            <img\n              id=\"first\" \n              onmouseover=\"showImg('first')\"\n              src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-23@2x-2.png\"\n            \/>\n            <img\n              id=\"second\" \n              onmouseover=\"showImg('second')\"\n              src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-25@2x.png\"\n            \/>\n            <img\n              id=\"third\" \n              onmouseover=\"showImg('third')\"\n              src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-23@2x.png\"\n            \/>\n            <img\n              id=\"fourth\" \n              onmouseover=\"showImg('fourth')\"\n              src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-24@2x-1.png\"\n            \/>\n            <img\n              id=\"fifth\" \n              onmouseover=\"showImg('fifth')\"\n              src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-24@2x.png\"\n            \/>\n            <img\n              id=\"sixth\" \n              onmouseover=\"showImg('sixth')\"\n              src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/07\/Asset-30@9x.png\"\n            \/>\n            <img\n              id=\"seventh\" \n              onmouseover=\"showImg('seventh')\"\n              src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/07\/Asset-32@9x.png\"\n            \/>\n            <img\n              id=\"eighth\" \n              onmouseover=\"showImg('eighth')\"\n              src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/07\/Asset-31@9x.png\"\n            \/>\n        <\/div>\n      <\/div>\n  <\/section>\n  <style>\n    #trainerInfo {\n      -webkit-transition: opacity .5s ease-in-out;\n      -moz-transition: opacity .5s ease-in-out;\n      -ms-transition: opacity .5s ease-in-out;\n      -o-transition: opacity .5s ease-in-out;\n      transition: opacity .5s ease-in-out;\n    }\n    #trainerInfo p {\n      margin: 10px;\n    }\n   \n    #trainerPosition {\n      font-size: 20px;\n      font-weight: 600;\n      font-style: italic;\n    }\n    #trainerDescription {\n      font-size: 20px;\n      color: #7a7a7a;\n    }\n    .blue {\n      color: #005cac;\n    }\n    .blue-2 {\n      color: #4388f5;\n    }\n    .columns {\n      display: flex;\n      flex-flow: row wrap;\n      justify-content: center;\n      margin: 5px 0;\n    }\n    .column {\n      flex: 1;\n      margin: 2px;\n      padding: 10px;\n    }\n \n   @media screen and (max-width: 1023px){\n    #trainerInfo {\n        padding-top: 100px;    \n      }\n      \n      .trainerList img {\n          max-width: 100px;\n          transition: transform 1s;\n          padding: 5px;\n      }\n      #trainerName {\n        font-size: 35px;\n        font-weight: bold;\n        }\n    }\n    @media screen and (min-width: 1024px) {\n         #trainerName {\n      font-size: 45px;\n      font-weight: bold;\n    }\n      .trainerList img {\n        max-width: 150px;\n        transition: transform 1s;\n      }\n      .trainerList {\n        padding: 0 100px;\n      }\n      .trainerList img {\n        position: absolute;\n      }\n      .trainerList #first {\n        right: 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Mi hy v\u1ecdng c\u00f3 th\u1ec3 \u0111\u1ed3ng h\u00e0nh v\u00e0 ph\u00e1t tri\u1ec3n c\u00f9ng c\u00e1c b\u1ea1n trong qu\u00e1 tr\u00ecnh t\u00ecm hi\u1ec3u khoa h\u1ecdc d\u1eef li\u1ec7u tr\u00ean Google Cloud.\";\n        info.style.opacity = 1;\n        },500);\n        break;\n      case 'third':\n        document.getElementById('first').style.transform = \"scale(1)\";\n        document.getElementById('second').style.transform = \"scale(1)\";\n        document.getElementById('third').style.transform = \"scale(1.4)\";\n        document.getElementById('fourth').style.transform = \"scale(1)\";\n        document.getElementById('fifth').style.transform = \"scale(1)\";\n        document.getElementById('sixth').style.transform = \"scale(1)\";\n        document.getElementById('seventh').style.transform = \"scale(1)\";\n        document.getElementById('eighth').style.transform = \"scale(1)\";\n        setTimeout(function(){ \n        name.innerHTML = \"Hi\u1ebfu L\u00ea\";\n        position.innerHTML = \"Google Cloud Authorized Trainer\";\n        description.innerHTML =\n          \"Kinh nghi\u1ec7m Back-end Developer v\u00e0 l\u00e0m vi\u1ec7c \u1edf c\u00e1c v\u1ecb tr\u00ed Data Analytics v\u00e0 Data Engineer h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u \u1edf m\u00f4i tr\u01b0\u1eddng On-premises v\u00e0 Google Cloud. Hi\u1ebfu c\u00f3 ni\u1ec1m \u0111am m\u00ea chia s\u1ebb ki\u1ebfn th\u1ee9c v\u00e0 kinh nghi\u1ec7m c\u1ee7a m\u00ecnh \u0111\u1ec3 gi\u00fap c\u00e1c doanh nghi\u1ec7p v\u00e0 h\u1ecdc vi\u00ean t\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 x\u1eed l\u00fd d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 tr\u00ean Google Cloud \";\n        info.style.opacity = 1;\n        },500);\n          break;     \n      case 'fourth':\n        document.getElementById('first').style.transform = \"scale(1)\";\n        document.getElementById('second').style.transform = \"scale(1)\";\n        document.getElementById('third').style.transform = \"scale(1)\";\n        document.getElementById('fourth').style.transform = \"scale(1.4)\";\n        document.getElementById('fifth').style.transform = \"scale(1)\";\n        document.getElementById('sixth').style.transform = \"scale(1)\";\n        document.getElementById('seventh').style.transform = \"scale(1)\";\n        document.getElementById('eighth').style.transform = \"scale(1)\";\n        setTimeout(function(){ \n        name.innerHTML = \"Ph\u01b0\u01a1ng Nguy\u1ec5n \";\n        position.innerHTML = \"Google Cloud Instructor\";\n        description.innerHTML =\n          \"Kinh nghi\u1ec7m h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng v\u1ec1 h\u1ea1 t\u1ea7ng on-premise trong m\u00f4i tr\u01b0\u1eddng Data center t\u1ea1i Vi\u1ec7t Nam v\u00e0  t\u01b0 v\u1ea5n, h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng migrate h\u1ec7 th\u1ed1ng v\u00e0 \u0111\u01b0a gi\u1ea3i ph\u00e1p h\u1ed7 tr\u1ee3  kh\u00e1ch h\u00e0ng tr\u00ean Google Cloud.  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Hi\u1ec7n t\u1ea1i, V\u0169 Anh \u0111ang l\u00e0 Trainer c\u1ee7a c\u00e1c l\u1edbp h\u1ecdc v\u1ec1 x\u00e2y d\u1ef1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng tr\u00ean Google Cloud\";\n        info.style.opacity = 1;\n        },500);\n      default:\n        break;\n    case 'sixth':\n        document.getElementById('first').style.transform = \"scale(1)\";\n        document.getElementById('second').style.transform = \"scale(1)\";\n        document.getElementById('third').style.transform = \"scale(1)\";\n        document.getElementById('fourth').style.transform = \"scale(1)\";\n        document.getElementById('fifth').style.transform = \"scale(1)\";\n        document.getElementById('sixth').style.transform = \"scale(1.4)\";\n        document.getElementById('seventh').style.transform = \"scale(1)\";\n        document.getElementById('eighth').style.transform = \"scale(1)\";\n        setTimeout(function(){ \n        name.innerHTML = \"Ph\u1ea1m H\u1eefu T\u00fa\";\n        position.innerHTML = \"Google Cloud Authorized Trainer\";\n        description.innerHTML =\n          \"T\u00fa c\u00f3 kinh nghi\u1ec7m h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng trong vi\u1ec7c thi\u1ebft k\u1ebf datapipeline v\u00e0 \u0111\u01b0a ra gi\u1ea3i ph\u00e1p x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p. 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Ti\u1ebfn Anh mu\u1ed1n lan t\u1ecfa nh\u1eefng ki\u1ebfn th\u1ee9c h\u1eefu \u00fd n\u00e0y gi\u00fap cho c\u00e1c k\u1ef9 s\u01b0 v\u00e0 kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 Google Cloud v\u00e0 x\u00e2y d\u1ef1ng quy tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 cho doanh nghi\u1ec7p.\";\n        info.style.opacity = 1;\n        },500);\n        break;\n    \n    }\n  }\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4c46bb elementor-widget elementor-widget-aux_image\" data-id=\"f4c46bb\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au5bd381b7\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-2@2x-1.png\" alt=\"Asset 2@2x\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19d12a1 elementor-widget elementor-widget-aux_image\" data-id=\"19d12a1\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-aue407b1c4\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-32@2x-1.png\" alt=\"Asset 32@2x\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4905474 elementor-widget elementor-widget-aux_image\" data-id=\"4905474\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au983839c3\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-2-1.png\" alt=\"Asset 2\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4c9130c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c9130c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-54cea0fa\" data-id=\"54cea0fa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-31d25064 elementor-widget elementor-widget-aux_modern_heading\" data-id=\"31d25064\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h4 class=\"aux-modern-heading-primary\">Student feedback<\/h4><div class=\"aux-modern-heading-description\"><p>Cloud Ace Training<br \/>Bringing great experiences to students<\/p><\/div><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-233374f3 elementor-widget elementor-widget-aux_image\" data-id=\"233374f3\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au965848e1\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-4-1.png\" alt=\"Asset 4\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ab6515 elementor-widget elementor-widget-wp-widget-custom_html\" data-id=\"6ab6515\" data-element_type=\"widget\" data-widget_type=\"wp-widget-custom_html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"textwidget custom-html-widget\"><div class=\"glider\">\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/tuan-anh.jpg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">Tr\u1ea7n Tu\u1ea5n Anh<\/h5>\r\n                    <p class=\"postion-student\">IT<\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n              After completing the Associate Cloud Engineer course, I knew how to operate and deploy projects on Google Cloud and confidently took the Google Cloud certification exam.\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Anh-hoc-vien-Nguyen-Ngoc-Minh-Thy.jpeg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">Nguy\u1ec5n Ng\u1ecdc Minh Thy<\/h5>\r\n                    <p class=\"postion-student\">Data Engineer<\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n               After completing the Professional Data Engineer course, I have enough knowledge and confidence to take the Google Cloud certification exam to prepare for my upcoming job.\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/quoc-thang.jpg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">Tr\u01b0\u01a1ng Qu\u1ed1c Th\u1eafng<\/h5>\r\n                    <p class=\"postion-student\">Data Engineer<\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n         I learned how to choose tools and apply them to businesses to process data effectively through the Professional Data Engineer course.\t\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Anh-Hoc-vien-Pha\u0323m-Van-Hung.jpg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">Ph\u1ea1m V\u0103n H\u00f9ng<\/h5>\r\n                    <p class=\"postion-student\">IT<\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n         Kh\u00f3a h\u1ecdc r\u1ea5t chi ti\u1ebft v\u00e0 \u0111\u1ea7y \u0111\u1ee7, sau khi h\u1ecdc xong kh\u00f3a h\u1ecdc Associate Cloud Engineer, m\u00ecnh r\u1ea5t mu\u1ed1n c\u00f3 c\u01a1 h\u1ed9i h\u1ecdc th\u00eam c\u00e1c kh\u00f3a h\u1ecdc kh\u00e1c \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 Google Cloud\t\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n    <div>\r\n        <div class=\"student-box\">\r\n            <img class=\"icon-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/icon.png\" \/> \r\n            <div class=\"wrap-img\">\r\n                <img class=\"img-student\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/minh-phuong.jpg\" \/>\r\n            <\/div>\r\n            <div class=\"wrap-content\">\r\n                <div class=\"wrap-content\">\r\n                    <p class=\"name-student\">D\u01b0\u01a1ng Minh Ph\u01b0\u01a1ng <\/h5>\r\n                    <p class=\"postion-student\">Engineer <\/p>\r\n                <\/div>\r\n            <\/div>\r\n            <span class=\"des-student\">\r\n               Sau khi h\u1ecdc xong kh\u00f3a h\u1ecdc Associate Cloud Engineer, m\u00ecnh \u0111\u00e3 hi\u1ec3u r\u00f5 v\u1ec1 Google Cloud v\u00e0 c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p cho doanh nghi\u1ec7p tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n tr\u00ean GCP\t\r\n            <\/span>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n<button aria-label=\"Previous\" class=\"glider-prev\">\r\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" fill=\"currentColor\" class=\"bi bi-arrow-left\" viewbox=\"0 0 16 16\">\r\n        <path fill-rule=\"evenodd\" d=\"M15 8a.5.5 0 0 0-.5-.5H2.707l3.147-3.146a.5.5 0 1 0-.708-.708l-4 4a.5.5 0 0 0 0 .708l4 4a.5.5 0 0 0 .708-.708L2.707 8.5H14.5A.5.5 0 0 0 15 8z\" \/>\r\n    <\/svg>\r\n<\/button>\r\n<button aria-label=\"Next\" class=\"glider-next\">\r\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"30\" height=\"30\" fill=\"currentColor\" class=\"bi bi-arrow-right\" viewbox=\"0 0 16 16\">\r\n        <path fill-rule=\"evenodd\" d=\"M1 8a.5.5 0 0 1 .5-.5h11.793l-3.147-3.146a.5.5 0 0 1 .708-.708l4 4a.5.5 0 0 1 0 .708l-4 4a.5.5 0 0 1-.708-.708L13.293 8.5H1.5A.5.5 0 0 1 1 8z\" \/>\r\n    <\/svg>\r\n<\/button>\r\n<div role=\"dots\"><\/div>\r\n<script>\r\n  const g = new Glider(document.querySelector(\".glider\"), {\r\n    slidesToShow: 3,\r\n    draggable: true,\r\n    arrows: {\r\n      prev: \".glider-prev\",\r\n      next: \".glider-next\",\r\n    },\r\n responsive: [\r\n    {\r\n      \/\/ screens greater than &gt;= 775px\r\n      breakpoint: 300,\r\n      settings: {\r\n        \/\/ Set to `auto` and provide item width to adjust to viewport\r\n        slidesToShow: 1,\r\n        slidesToScroll: 1,\r\n        itemWidth: 150,\r\n        duration: 0.25\r\n      }\r\n    },{\r\n      \/\/ screens greater than &gt;= 1024px\r\n      breakpoint: 1024,\r\n      settings: {\r\n        slidesToShow: 3,\r\n        slidesToScroll: 1,\r\n        itemWidth: 150,\r\n        duration: 0.25\r\n      }\r\n    }\r\n  ]\r\n  });\r\n<\/script>\r\n<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d32debc elementor-widget elementor-widget-aux_image\" data-id=\"5d32debc\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-au2987120b\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-5-1.png\" alt=\"Asset 5\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b9bd8d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b9bd8d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-63acacaf\" data-id=\"63acacaf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-17a15696 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"17a15696\" data-element_type=\"section\" id=\"register-form\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4b004613\" data-id=\"4b004613\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-152cb665 elementor-widget elementor-widget-aux_modern_heading\" data-id=\"152cb665\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h4 class=\"aux-modern-heading-primary\">REGISTER NOW<\/h4><div class=\"aux-modern-heading-description\"><p>TO BECOME \" GOOGLE CLOUD EXPERT\"<\/p><\/div><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"aux-scroll-anim elementor-element elementor-element-5af61fc8 aux-appear-watch-animation aux-scale-down elementor-widget elementor-widget-aux_image\" data-move-in=\"\" data-move-out=\"moveHorizontal\" data-axis-x=\"15\" data-axis-y=\"200\" data-rotate=\"90\" data-scale=\"1\" data-vp-top=\"0.5\" data-vp-bot=\"0.5\" data-el-top=\"0.2\" data-scroll-animation-off=\"1024\" data-id=\"5af61fc8\" data-element_type=\"widget\" data-widget_type=\"aux_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-image aux-alignnone aux-parent-aud2cc5f88\">\n    <div class=\"aux-media-hint-frame\">\n        <div class=\"aux-media-image\" >\n        \n            \n\n            \n            <img src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-8@2x.png\" alt=\"Asset 8@2x\" \/>            \n                <\/div>\n    <\/div>\n\n<\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1342fca2\" data-id=\"1342fca2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9f54c26 aux-appear-watch-animation aux-fade-in-up-1 elementor-widget elementor-widget-aux_contact_form\" data-id=\"9f54c26\" data-element_type=\"widget\" data-widget_type=\"aux_contact_form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"widget-container aux-widget-contact-form aux-parent-aub3a5a690\">            <div class=\"aux-col-wrapper aux-no-gutter\">\n            <!-- @TODO - The output for element here -->\n\n            <div role=\"form\" class=\"wpcf7\" id=\"wpcf7-f340-o1\" lang=\"en-US\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/pages\/3311#wpcf7-f340-o1\" method=\"post\" class=\"wpcf7-form init\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/en\/wp-json\/wp\/v2\/pages\/3311#wpcf7-f340-o1\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"340\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.6.2\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f340-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<p><label> Name<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"fullname\"><input type=\"text\" name=\"fullname\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> Email *<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"email\"><input type=\"email\" name=\"email\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-email wpcf7-validates-as-required wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> Phone number<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"phone\"><input type=\"tel\" name=\"phone\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-tel wpcf7-validates-as-required wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> Company<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"company\"><input type=\"text\" name=\"company\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> Position<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"position\"><input type=\"text\" name=\"position\" value=\"\" size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" \/><\/span> <\/label><\/p>\n<p><label> What course you want to register for ?<br \/>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"message\"><textarea name=\"message\" cols=\"40\" rows=\"10\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\"><\/textarea><\/span> <\/label><\/p>\n<p><span class=\"wpcf7-form-control-wrap postTitle\"><input type=\"hidden\" name=\"postTitle\" value=\"Machine Learning with Tensorflow on Google Cloud\" size=\"40\" class=\"wpcf7-form-control wpcf7dtx-dynamictext wpcf7-dynamichidden\" aria-invalid=\"false\" \/><\/span><\/p>\n<p><input type=\"submit\" value=\"SUBMIT\" class=\"wpcf7-form-control has-spinner wpcf7-submit\" \/><\/p>\n<div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"en\"\/><\/form><\/div>\n\n            <\/div><!-- aux-col-wrapper -->\n    <\/section><!-- widget-container -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2ef0722a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ef0722a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"aux-parallax-section elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-90dff14\" data-id=\"90dff14\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4c666c4c aux-appear-watch-animation aux-scale-up elementor-widget elementor-widget-aux_modern_heading\" data-id=\"4c666c4c\" data-element_type=\"widget\" data-widget_type=\"aux_modern_heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"aux-widget-modern-heading\">\n            <div class=\"aux-widget-inner\"><h5 class=\"aux-modern-heading-primary\">c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/h5><\/div>\n        <\/section>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-401eb738 elementor-widget elementor-widget-toggle\" data-id=\"401eb738\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1071\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"elementor-tab-content-1071\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-angle-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">1. After completing the course, can I register for the Google Cloud certification exam at Cloud Ace?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1071\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1071\"><p><img loading=\"lazy\" class=\"size-full wp-image-2036 alignnone\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-1-2.png\" alt=\"\" width=\"31\" height=\"24\" \/>Cloud Ace is a Google Cloud training unit, so it does not organize exams and provide Google Cloud certifications. Cloud Ace only supports providing certificates of course completion for students while waiting for the Google Cloud certification exam<\/p><p>In addition, if you want to take the Google Cloud certification exam, Cloud Ace will guide you to register for the Online or Offline exam at the authorized Google Cloud test centers in Vietnam.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1072\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"tab\" aria-controls=\"elementor-tab-content-1072\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-angle-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">2. After completing the courses, can I take the Google Cloud certification exam right away?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1072\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1072\"><p><img loading=\"lazy\" class=\"size-full wp-image-2036 alignnone\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-1-2.png\" alt=\"\" width=\"31\" height=\"24\" \/>Of course, during the learning process, you will constantly be solving quizzes, simulated mock tests that are similar to Google Cloud's actual exam questions. In addition, Cloud Ace also provides Dump questions that are constantly updated with question types, exam questions from Google Cloud to help you have the best preparation for the exam.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1073\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"tab\" aria-controls=\"elementor-tab-content-1073\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-angle-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">3. After finishing the course, will I be supported by the Trainer to answer my questions?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1073\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1073\"><p><img loading=\"lazy\" class=\"size-full wp-image-2036 alignnone\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-1-2.png\" alt=\"\" width=\"31\" height=\"24\" \/>Of course. You will be supported by Cloud Ace during the learning process and even at the end of the course. You can interact with the Trainer via Slack, <a href=\"mailto:training.vn@cloud-ace.com\" aria-label=\"Gmail\">email<\/a> ho\u1eb7c qua <a href=\"https:\/\/www.facebook.com\/groups\/2820924544853938\">Group Google Cloud Plartform User HCM<\/a> \u0111\u1ec3 \u0111\u01b0\u1ee3c c\u00e1c Trainer h\u1ed7 tr\u1ee3 nh\u00e9.<\/p><p>After completing the course, if you have any questions about the knowledge or have difficulties in implementing the project on Google Cloud, you can contact the Trainer for answers.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1074\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"tab\" aria-controls=\"elementor-tab-content-1074\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-angle-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">4. I'm not an IT person, can I learn Google Cloud?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1074\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1074\"><p><img loading=\"lazy\" class=\"size-full wp-image-2036 alignnone\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2021\/08\/Asset-1-2.png\" alt=\"\" width=\"31\" height=\"24\" \/>The Google Cloud course is not only suitable for software engineers or system development engineers, but also suitable for data processing engineers such as Data Analytics, Data Engineer, Data Scientist.<\/p><p>In addition, if you are a Marketer or working in the field of finance, banking, e-commerce, logistics .... constantly faced with big data to solve, then you can refer to the courses <a href=\"http:\/\/training.cloud-ace.vn\/en\/big-data-and-machine-learning-fundamentals\/\">Big Data Machine Learning Fundamental<\/a> or From Data to Insight on Google Cloud Platform courses to refer to simple data processing and create professional reports on Google Cloud.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>T\u1ed5ng quan kho\u00e1 h\u1ecdc Trong kh\u00f3a h\u1ecdc b\u1ea1n s\u1ebd t\u00ecm hi\u1ec3u c\u00e1ch vi\u1ebft c\u00e1c model Machine Learning ph\u00e2n t\u00e1n c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng (scale) v\u00e0 hi\u1ec7u su\u1ea5t d\u1ef1 \u0111o\u00e1n cao v\u1edbi Tensorflow 2.x. Bi\u1ebft c\u00e1ch chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00f4 th\u00e0nh c\u00e1c d\u1ea1ng d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 c\u1ee7a ML [&hellip;]<\/p>","protected":false},"author":2,"featured_media":0,"parent":2081,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.5.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Machine Learning with Tensorflow on Google Cloud - Cloud Ace Training<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/training.cloud-ace.vn\/en\/googlecloudtraining\/machine-learning-with-tensorflow-on-google-cloud\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning with Tensorflow on Google Cloud - Cloud Ace Training\" \/>\n<meta property=\"og:description\" content=\"T\u1ed5ng quan kho\u00e1 h\u1ecdc Trong kh\u00f3a h\u1ecdc b\u1ea1n s\u1ebd t\u00ecm hi\u1ec3u c\u00e1ch vi\u1ebft c\u00e1c model Machine Learning ph\u00e2n t\u00e1n c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng (scale) v\u00e0 hi\u1ec7u su\u1ea5t d\u1ef1 \u0111o\u00e1n cao v\u1edbi Tensorflow 2.x. 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