{"id":4587,"date":"2022-11-08T16:31:13","date_gmt":"2022-11-08T07:31:13","guid":{"rendered":"http:\/\/handa-tech.com\/?page_id=4587"},"modified":"2022-11-08T18:12:57","modified_gmt":"2022-11-08T09:12:57","slug":"mlops","status":"publish","type":"page","link":"http:\/\/handa-tech.com\/?page_id=4587","title":{"rendered":"MLOps"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4587\" class=\"elementor elementor-4587\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c023478 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c023478\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4269ec3\" data-id=\"4269ec3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9f08f43 elementor-widget elementor-widget-heading\" data-id=\"9f08f43\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.5 - 14-03-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-xxl\">handa MLOps<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab662de elementor-widget elementor-widget-spacer\" data-id=\"ab662de\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.5 - 14-03-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fdc430e elementor-widget elementor-widget-heading\" data-id=\"fdc430e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AL ML pipeline<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-acddfff elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"acddfff\" 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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f38ab94\" data-id=\"f38ab94\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-60ff344 elementor-widget elementor-widget-spacer\" data-id=\"60ff344\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73276d7 elementor-widget elementor-widget-image\" data-id=\"73276d7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.5 - 14-03-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"868\" height=\"403\" src=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_001.png\" class=\"attachment-large size-large wp-image-4588\" alt=\"\" srcset=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_001.png 868w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_001-300x139.png 300w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_001-768x357.png 768w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_001-830x385.png 830w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_001-230x107.png 230w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_001-350x163.png 350w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_001-480x223.png 480w\" sizes=\"auto, (max-width: 868px) 100vw, 868px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3cd260c\" data-id=\"3cd260c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dd98cb2 elementor-widget elementor-widget-text-editor\" data-id=\"dd98cb2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.5 - 14-03-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>\u2751<b>AI ML<\/b><b> Workflow\ub85c \ud1b5\ud569<\/b><\/p><ul><li><b>\uac1c\ubc1c\ud300\uacfc \uc6b4\uc601\ud300\uac04\uc758 GAP\uc758 \ucd5c\uc18c\ud654\ub97c \ud1b5\ud55c<\/b><b>\u00a0\ud611\uc5c5\uc758 \uadf9\ub300\ud654 \ubc0f \uc7a5\uc560\uc758 \ucd5c\uc18c\ud654<\/b><\/li><\/ul><ul><li><b>\uac1c\ubc1c\uacfc \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4\ub97c \uc815\ud615\ud654\ub97c \ud1b5\ud55c \uc0dd\uc0b0\uc131 \uc99d\ub300<\/b><\/li><li><b>\ubb38\uc81c \ubc1c\uc0dd\uc2dc \uc6d0\uc778\uc744 \ud30c\uc545\ud558\uae30 \uc6a9\uc774 <\/b><\/li><\/ul><p>\u2751<b>Workflow\uc744 \uc790\ub3d9\ud654 <\/b><\/p><ul><li><b>\ud14c\uc2a4\ud2b8, \ubc30\ud3ec \ubc0f \uc6b4\uc601\uc758 \uc790\ub3d9\ud654\ub97c \uadf9\ub300\ud654<\/b><\/li><li><b>\uc2e0\uc18d\ud55c \ubc30\ud3ec \ubc0f \uc6b4\uc601 \uc11c\ube44\uc2a4\ub97c \ud1b5\ud55c \uace0\uac1d \ub9cc\uc871 \uadf9\ub300\ud654<\/b><\/li><li><b>\uc548\uc815\uc131 \ubc0f \ube44\uc6a9 \uc808\uac10\uc744 \uadf9\ub300\ud654<\/b><\/li><li><b>Workflow\ub97c \uc815\ud615\ud654 \ud558\uc5ec \uc7a0\uc7ac\uc801\uc778 \ubb38\uc81c \ubc1c\uc0dd\uc744 \ucd5c\uc18c\ud654<\/b><\/li><li><b>Workflow\ub97c \uac1c\uc120 \ubc0f \ud655\uc7a5\ud558\uae30 \uc6a9\uc774 <\/b><\/li><\/ul><p>\u2751<b>\uad81\uadf9\uc801\uc73c\ub85c, \uc790\ub3d9\ucc28 \ud68c\uc0ac Ford\uac00 \uc81c\uc870\uc5c5 \uc790\ub3d9\ud654\ub97c<\/b><b>\u00a0<\/b><b>\ud1b5\ud574\uc11c \ucd08\uae30 \uc81c\uc870\uc5c5\uc744 \ud601\uc2e0 \ud558\uc600\ub4ef\uc774 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc758<\/b><b>\u00a0\uac1c\ubc1c, \uad6c\ucd95 \ubc0f \uc6b4\uc601\uc744 DevOps\ub97c \ud1b5\ud574 \ud601\uc2e0 <\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe95782 elementor-widget elementor-widget-spacer\" data-id=\"fe95782\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6704af2 elementor-widget elementor-widget-spacer\" data-id=\"6704af2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-726198d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"726198d\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.11.5 - 14-03-2023 *\/\n.elementor-widget-divider{--divider-border-style:none;--divider-border-width:1px;--divider-color:#2c2c2c;--divider-icon-size:20px;--divider-element-spacing:10px;--divider-pattern-height:24px;--divider-pattern-size:20px;--divider-pattern-url:none;--divider-pattern-repeat:repeat-x}.elementor-widget-divider .elementor-divider{display:flex}.elementor-widget-divider .elementor-divider__text{font-size:15px;line-height:1;max-width:95%}.elementor-widget-divider .elementor-divider__element{margin:0 var(--divider-element-spacing);flex-shrink:0}.elementor-widget-divider .elementor-icon{font-size:var(--divider-icon-size)}.elementor-widget-divider .elementor-divider-separator{display:flex;margin:0;direction:ltr}.elementor-widget-divider--view-line_icon .elementor-divider-separator,.elementor-widget-divider--view-line_text .elementor-divider-separator{align-items:center}.elementor-widget-divider--view-line_icon .elementor-divider-separator:after,.elementor-widget-divider--view-line_icon .elementor-divider-separator:before,.elementor-widget-divider--view-line_text .elementor-divider-separator:after,.elementor-widget-divider--view-line_text .elementor-divider-separator:before{display:block;content:\"\";border-bottom:0;flex-grow:1;border-top:var(--divider-border-width) var(--divider-border-style) var(--divider-color)}.elementor-widget-divider--element-align-left .elementor-divider .elementor-divider-separator>.elementor-divider__svg:first-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-left .elementor-divider-separator:before{content:none}.elementor-widget-divider--element-align-left .elementor-divider__element{margin-left:0}.elementor-widget-divider--element-align-right .elementor-divider .elementor-divider-separator>.elementor-divider__svg:last-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-right .elementor-divider-separator:after{content:none}.elementor-widget-divider--element-align-right .elementor-divider__element{margin-right:0}.elementor-widget-divider:not(.elementor-widget-divider--view-line_text):not(.elementor-widget-divider--view-line_icon) .elementor-divider-separator{border-top:var(--divider-border-width) var(--divider-border-style) var(--divider-color)}.elementor-widget-divider--separator-type-pattern{--divider-border-style:none}.elementor-widget-divider--separator-type-pattern.elementor-widget-divider--view-line .elementor-divider-separator,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:after,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:before,.elementor-widget-divider--separator-type-pattern:not([class*=elementor-widget-divider--view]) .elementor-divider-separator{width:100%;min-height:var(--divider-pattern-height);-webkit-mask-size:var(--divider-pattern-size) 100%;mask-size:var(--divider-pattern-size) 100%;-webkit-mask-repeat:var(--divider-pattern-repeat);mask-repeat:var(--divider-pattern-repeat);background-color:var(--divider-color);-webkit-mask-image:var(--divider-pattern-url);mask-image:var(--divider-pattern-url)}.elementor-widget-divider--no-spacing{--divider-pattern-size:auto}.elementor-widget-divider--bg-round{--divider-pattern-repeat:round}.rtl .elementor-widget-divider .elementor-divider__text{direction:rtl}.e-con-inner>.elementor-widget-divider,.e-con>.elementor-widget-divider{width:var(--container-widget-width,100%);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-d9a9d6f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d9a9d6f\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3c94046\" data-id=\"3c94046\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1928398 elementor-widget elementor-widget-spacer\" data-id=\"1928398\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b026ad elementor-widget elementor-widget-heading\" data-id=\"8b026ad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Machine Learning tools & Platforms Landscape<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-986db85 elementor-widget elementor-widget-spacer\" data-id=\"986db85\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a871979 elementor-widget elementor-widget-image\" data-id=\"a871979\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"499\" src=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002-1024x499.png\" class=\"attachment-large size-large wp-image-4607\" alt=\"\" srcset=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002-1024x499.png 1024w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002-300x146.png 300w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002-768x374.png 768w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002-830x404.png 830w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002-230x112.png 230w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002-350x170.png 350w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002-480x234.png 480w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_002.png 1515w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9606c37 elementor-widget elementor-widget-text-editor\" data-id=\"9606c37\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u2751<b>\ud604\uc7ac Market\uc5d0\ub294 \ub2e4\uc591\ud55c \ud234\ub4e4\uc774 \uc81c\uacf5\ub428<\/b><\/p><ul><li><b>\ub108\ubb34 \ub9ce\uc740 \ud234\ub4e4\uc774 \uc81c\uacf5\ub418\uace0 \uc11c\ub85c \uacb9\uce58\ub294 \ubd80\ubd84\uc774 \ub9ce\ub2e4.<\/b><\/li><li><b>\uacb0\uad6d, \ub2e4\uc591\ud55c \uc194\ub8e8\uc158 \uad6c\ucd95 \uacbd\ud5d8\uc744 \ud1b5\ud574 \ube44\uc6a9, \ud655\uc7a5\uc131, integration\uc758 \uc6a9\uc774\ud568\ub4f1\uc744 \uace0\ub828\ud55c \uc801\uc808\ud55c \ud234\uc758 \uc120\ud0dd\uacfc <\/b><b>\ud574\ub2f9 \ud234\uc744 \uadf8 \ubaa9\uc801\uc5d0 \ub9de\uac8c \uc815\ud655\ud558\uac8c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694<\/b><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7913d12 elementor-widget elementor-widget-spacer\" data-id=\"7913d12\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b4fc6e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1b4fc6e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-85334ba elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"85334ba\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5a3e872\" data-id=\"5a3e872\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8e8c084 elementor-widget elementor-widget-spacer\" data-id=\"8e8c084\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0cc0e7d elementor-widget elementor-widget-heading\" data-id=\"0cc0e7d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">AI ML pipeline tool<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af988a5 elementor-widget elementor-widget-spacer\" data-id=\"af988a5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f40f78a elementor-widget elementor-widget-image\" data-id=\"f40f78a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"298\" src=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-1024x298.png\" class=\"attachment-large size-large wp-image-4614\" alt=\"\" srcset=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-1024x298.png 1024w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-300x87.png 300w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-768x224.png 768w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-1536x447.png 1536w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-830x242.png 830w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-230x67.png 230w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-350x102.png 350w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003-480x140.png 480w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_003.png 1871w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a2c90a elementor-widget elementor-widget-text-editor\" data-id=\"0a2c90a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u2751<b>\ud604\uc7ac Market\uc5d0\ub294 \ub2e4\uc591\ud55c \ud234\ub4e4\uc774 \uc81c\uacf5\ub428<\/b><\/p><ul><li><b>\ub108\ubb34 \ub9ce\uc740 \ud234\ub4e4\uc774 \uc81c\uacf5\ub418\uace0 \uc11c\ub85c \uacb9\uce58\ub294 \ubd80\ubd84\uc774 \ub9ce\ub2e4.<\/b><\/li><li><b>\uacb0\uad6d, \ub2e4\uc591\ud55c \uc194\ub8e8\uc158 \uad6c\ucd95 \uacbd\ud5d8\uc744 \ud1b5\ud574 \ube44\uc6a9, \ud655\uc7a5\uc131, integration\uc758 \uc6a9\uc774\ud568\ub4f1\uc744 \uace0\ub828\ud55c \uc801\uc808\ud55c \ud234\uc758 \uc120\ud0dd\uacfc <\/b><b>\ud574\ub2f9 \ud234\uc744 \uadf8 \ubaa9\uc801\uc5d0 \ub9de\uac8c \uc815\ud655\ud558\uac8c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694<\/b><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c1789a elementor-widget elementor-widget-spacer\" data-id=\"2c1789a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a4dee5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"0a4dee5\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-5bbe6be elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5bbe6be\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1c20f47\" data-id=\"1c20f47\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-741d026 elementor-widget elementor-widget-spacer\" data-id=\"741d026\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e045bb1 elementor-widget elementor-widget-heading\" data-id=\"e045bb1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">AI ML pipeline tool on premise<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e855bd elementor-widget elementor-widget-spacer\" data-id=\"7e855bd\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70c87bd elementor-widget elementor-widget-image\" data-id=\"70c87bd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"974\" height=\"548\" src=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ml005.jpg\" class=\"attachment-large size-large wp-image-4616\" alt=\"\" srcset=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ml005.jpg 974w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ml005-300x169.jpg 300w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ml005-768x432.jpg 768w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ml005-830x467.jpg 830w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ml005-230x129.jpg 230w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ml005-350x197.jpg 350w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ml005-480x270.jpg 480w\" sizes=\"auto, (max-width: 974px) 100vw, 974px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2322185 elementor-widget elementor-widget-text-editor\" data-id=\"2322185\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u2751<b>\ud604\uc7ac Market\uc5d0\ub294 \uc120\uc815\ud574\uc57c \ud560 \ub2e4\uc591\ud55c \ud234\ub4e4\uc774 \uc81c\uacf5\ub418\uace0 \uc788\ub2e4.<\/b><\/p><ul><li><b>\ub108\ubb34 \ub9ce\uc740 \ud234\ub4e4\uc774 \uc81c\uacf5\ub418\uc5b4 \uc11c\ub85c \uacb9\uce58\ub294 \uc601\uc5ed\uc774 \ub9ce\ub2e4.<\/b><\/li><li><b>\uacb0\uad6d, \ub2e4\uc591\ud55c \uc194\ub8e8\uc158 \uad6c\ucd95 \uacbd\ud5d8\uc744 \ud1b5\ud574 \ube44\uc6a9, \ud655\uc7a5\uc131, integration\uc758 \uc6a9\uc774\ud568\ub4f1\uc744 \uace0\ub828\ud55c \uc801\uc808\ud55c \ud234\uc758 \uc120\ud0dd\uacfc <\/b><b>\ud574\ub2f9 \ud234\uc744 \uadf8 \ubaa9\uc801\uc5d0 \ub9de\uac8c \uc815\ud655\ud558\uac8c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\ub2e4.<\/b><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0827fcb elementor-widget elementor-widget-spacer\" data-id=\"0827fcb\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-329b1c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"329b1c3\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-7022ef2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7022ef2\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-73d42b7\" data-id=\"73d42b7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-42b5548 elementor-widget elementor-widget-spacer\" data-id=\"42b5548\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5389dec elementor-widget elementor-widget-heading\" data-id=\"5389dec\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Our ML Pipeline Toolkit<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-728562c elementor-widget elementor-widget-spacer\" data-id=\"728562c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-337af07 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"337af07\" 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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-447f071\" data-id=\"447f071\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b2cc12 elementor-widget elementor-widget-image\" data-id=\"1b2cc12\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"833\" height=\"894\" src=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_006.png\" class=\"attachment-large size-large wp-image-4623\" alt=\"\" srcset=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_006.png 833w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_006-280x300.png 280w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_006-768x824.png 768w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_006-830x891.png 830w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_006-230x247.png 230w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_006-350x376.png 350w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_006-480x515.png 480w\" sizes=\"auto, (max-width: 833px) 100vw, 833px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-cb17337\" data-id=\"cb17337\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-35b69dc elementor-widget elementor-widget-text-editor\" data-id=\"35b69dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><b>MLOps\ub294 \uc804\uccb4 ML \uc6cc\ud06c\ud50c\ub85c\ub97c \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \ud328\ud0a4\uc9c0\ub85c \ud1b5\ud569\ud558\uc5ec \uc5f0\uad6c \ub3c4\uba54\uc778 \uc804\ubb38\uac00\uac00 \ubaa8\ub4e0 \uae30\ubcf8 \uad6c\uc131 \uc694\uc18c\uc5d0 \uc775\uc219\ud574\uc9c8 \ud544\uc694 \uc5c6\uc774 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. MLOps\ub97c \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \uc7ac\ud604\uc131\uc744 \uc704\ud55c DevOps\uc640 \uc720\uc0ac\ud55c \ud504\ub85c\uc138\uc2a4 \ubc0f ML \uc790\ub3d9\ud654\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud504\ub85c\ub355\uc158\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub9b4\ub9ac\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/b><\/li><\/ul><p>\u00a0<\/p><ul><li><b>Kubeflow\ub294 \ubcf5\uc7a1\ud55c \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \ubc30\ud3ec\ud558\ub294 \ub370 \ud544\uc694\ud55c \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\ub97c \ud1b5\ud569\ud558\ub294 Kubernetes \uae30\ubc18\uc758 \uc624\ud508 \uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \uc5d4\ud130\ud504\ub77c\uc774\uc988 MLOps \uc2dc\uc2a4\ud15c\uc758 \uae30\ubcf8 \ube4c\ub529 \ube14\ub85d\uc73c\ub85c \uc774\uc0c1\uc801\uc73c\ub85c \ub9cc\ub4dc\ub294 \uc5ec\ub7ec \uac00\uc9c0 \ud2b9\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/b><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1a9873 elementor-widget elementor-widget-spacer\" data-id=\"f1a9873\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb9401c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"fb9401c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-fd4acd7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fd4acd7\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-267a3d6\" data-id=\"267a3d6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-05844db elementor-widget elementor-widget-spacer\" data-id=\"05844db\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6e7412 elementor-widget elementor-widget-heading\" data-id=\"b6e7412\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Our solutions<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50928fc elementor-widget elementor-widget-spacer\" data-id=\"50928fc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-fd88663 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fd88663\" 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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b7fd223\" data-id=\"b7fd223\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0d60868 elementor-widget elementor-widget-image\" data-id=\"0d60868\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"873\" height=\"843\" src=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_007.png\" class=\"attachment-large size-large wp-image-4624\" alt=\"\" srcset=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_007.png 873w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_007-300x290.png 300w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_007-768x742.png 768w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_007-830x801.png 830w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_007-230x222.png 230w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_007-350x338.png 350w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_007-480x464.png 480w\" sizes=\"auto, (max-width: 873px) 100vw, 873px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-9707ae5\" data-id=\"9707ae5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e8fd50e elementor-widget elementor-widget-text-editor\" data-id=\"e8fd50e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><p><b>Kubeflow\ub294 \ud45c\uc900 \uae30\ubc18\uc785\ub2c8\ub2e4. \uac15\ub825\ud558\uace0 \ub300\uc911\uc801\uc778 \ud45c\uc900\uc774 \uc788\ub294 \uacbd\uc6b0 Kubeflow \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uc774\ub97c \ub9e4\ub2c8\ud398\uc2a4\ud2b8\uc758 \uc77c\ubd80\ub85c \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/b><\/p><p><b>\uac1c\ubc1c \ubc0f \uc2e4\ud5d8\uc744 \uc704\ud55c JupyterLab<\/b><\/p><p><b>\ud6c8\ub828\uc744 \uc704\ud55c TensorFlow \ubc0f PyTorch<\/b><\/p><p><b>Kubeflow\ub294 \ub2e8\uc21c\ud788 \uae30\uc874 \ub3c4\uad6c\ub97c \uacb0\ud569\ud558\ub294 \uac83 \uc774\uc0c1\uc785\ub2c8\ub2e4. Kubeflow \ucee4\ubba4\ub2c8\ud2f0\uc758 \ub2e4\uc591\ud55c \ud074\ub77c\uc6b0\ub4dc \ubc0f \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uacf5\uae09\uc5c5\uccb4\uc640 \uc0ac\uc6a9\uc790\ub294 \uc6cc\ud06c\ud50c\ub85c\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ud601\uc2e0\uc801\uc778 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uba87 \uac00\uc9c0 \uc911\uc694\ud55c Kubeflow \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/b><\/p><ul><li><b>\uc790\ub3d9\ud654\ub97c \uc704\ud55c \ud30c\uc774\ud504\ub77c\uc778<\/b><\/li><li><b>\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ud29c\ub2dd\uc744 \uc704\ud55c Katib<\/b><\/li><li><b>\ud504\ub85c\ub355\uc158 \uc11c\ube59\uc744 \uc704\ud55c KFServing<\/b><\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-a375d7b elementor-widget elementor-widget-spacer\" data-id=\"a375d7b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f8b978 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"8f8b978\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-29504cd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29504cd\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-505da95\" data-id=\"505da95\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aa345ba elementor-widget elementor-widget-spacer\" data-id=\"aa345ba\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aaacc8a elementor-widget elementor-widget-heading\" data-id=\"aaacc8a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Sample Automation Workflow \nfor ML Model Deployment<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e447d7c elementor-widget elementor-widget-spacer\" data-id=\"e447d7c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8a5ff3 elementor-widget elementor-widget-image\" data-id=\"a8a5ff3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"404\" src=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008-1024x404.png\" class=\"attachment-large size-large wp-image-4626\" alt=\"\" srcset=\"http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008-1024x404.png 1024w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008-300x118.png 300w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008-768x303.png 768w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008-830x328.png 830w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008-230x91.png 230w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008-350x138.png 350w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008-480x190.png 480w, http:\/\/handa-tech.com\/wp-content\/uploads\/2022\/11\/ML_008.png 1421w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1b57f9 elementor-widget elementor-widget-spacer\" data-id=\"a1b57f9\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14e6fc5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"14e6fc5\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>handa MLOps AL ML pipeline \u2751AI ML Workflow\ub85c \ud1b5\ud569 \uac1c\ubc1c\ud300\uacfc \uc6b4\uc601\ud300\uac04\uc758 GAP\uc758 \ucd5c\uc18c\ud654\ub97c \ud1b5\ud55c\u00a0\ud611\uc5c5\uc758 \uadf9\ub300\ud654 \ubc0f \uc7a5\uc560\uc758 \ucd5c\uc18c\ud654 \uac1c\ubc1c\uacfc \uc6b4\uc601 \ud504\ub85c\uc138\uc2a4\ub97c \uc815\ud615\ud654\ub97c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-4587","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/handa-tech.com\/index.php?rest_route=\/wp\/v2\/pages\/4587","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/handa-tech.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/handa-tech.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/handa-tech.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/handa-tech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4587"}],"version-history":[{"count":34,"href":"http:\/\/handa-tech.com\/index.php?rest_route=\/wp\/v2\/pages\/4587\/revisions"}],"predecessor-version":[{"id":4632,"href":"http:\/\/handa-tech.com\/index.php?rest_route=\/wp\/v2\/pages\/4587\/revisions\/4632"}],"wp:attachment":[{"href":"http:\/\/handa-tech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4587"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}