{"id":7335,"date":"2024-02-22T05:31:07","date_gmt":"2024-02-22T05:31:07","guid":{"rendered":"https:\/\/amkcorp.in\/?page_id=7335"},"modified":"2024-07-30T07:07:43","modified_gmt":"2024-07-30T06:07:43","slug":"the-science-of-machine-learning-p1","status":"publish","type":"page","link":"https:\/\/amkcorp.in\/index.php\/books\/the-science-of-machine-learning-p1\/","title":{"rendered":"THE SCIENCE OF MACHINE LEARNING Part 1"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"7335\" class=\"elementor elementor-7335\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-49ba2cec elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"49ba2cec\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-top-column elementor-element elementor-element-54b1be81\" data-id=\"54b1be81\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-506cbde5 elementor-widget elementor-widget-image\" data-id=\"506cbde5\" data-element_type=\"widget\" data-e-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 fetchpriority=\"high\" decoding=\"async\" width=\"960\" height=\"480\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG-1024x512.png\" class=\"attachment-large size-large wp-image-7165\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG-1024x512.png 1024w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG-300x150.png 300w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG-768x384.png 768w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/05\/AMKCORP-ACADEMICS-LOGO-PNG.png 1250w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\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-top-column elementor-element elementor-element-1e14c761\" data-id=\"1e14c761\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-27cc5e89 wpr-main-menu-align--laptopleft wpr-main-menu-align--tabletleft wpr-main-menu-align--mobileleft wpr-pointer-underline wpr-pointer-line-fx wpr-pointer-fx-fade wpr-sub-icon-caret-down wpr-sub-menu-fx-fade wpr-nav-menu-bp-mobile wpr-mobile-menu-full-width wpr-mobile-menu-item-align-center wpr-mobile-toggle-v1 wpr-sub-divider-yes wpr-mobile-divider-yes elementor-widget elementor-widget-wpr-nav-menu\" data-id=\"27cc5e89\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;menu_layout&quot;:&quot;horizontal&quot;}\" data-widget_type=\"wpr-nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<nav class=\"wpr-nav-menu-container wpr-nav-menu-horizontal\" data-trigger=\"hover\" data-consider-header=\"\" data-scroll-speed=\"500\"><ul id=\"menu-1-27cc5e89\" class=\"wpr-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9032\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/\" class=\"wpr-menu-item wpr-pointer-item\">BOOKS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-5358\"><a aria-haspopup=\"true\" aria-expanded=\"false\" href=\"https:\/\/amkcorp.in\/index.php\/books\/chapters\/\" class=\"wpr-menu-item wpr-pointer-item\">CHAPTERS<i class=\"wpr-sub-icon fas\" aria-hidden=\"true\"><\/i><\/a>\n<ul class=\"sub-menu wpr-sub-menu\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5374\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/call-for-chapters\/\" class=\"wpr-sub-menu-item\">CALL FOR CHAPTERS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11347\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/upcoming-titles-academics\/\" class=\"wpr-sub-menu-item\">UPCOMING TITLES (ACADEMICS)<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-5363\"><a aria-haspopup=\"true\" aria-expanded=\"false\" href=\"https:\/\/amkcorp.in\/index.php\/books\/for-editors\/\" class=\"wpr-menu-item wpr-pointer-item\">FOR EDITORS<i class=\"wpr-sub-icon fas\" aria-hidden=\"true\"><\/i><\/a>\n<ul class=\"sub-menu wpr-sub-menu\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5113\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/propose-book\/\" class=\"wpr-sub-menu-item\">PROPOSE A BOOK<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4804\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/pricing\/\" class=\"wpr-menu-item wpr-pointer-item\">PRICING<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4129\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/submit-book-chapter\/\" class=\"wpr-menu-item wpr-pointer-item\">SUBMIT BOOK\/CHAPTER<\/a><\/li>\n<\/ul><\/nav><nav class=\"wpr-mobile-nav-menu-container\"><div class=\"wpr-mobile-toggle-wrap\"><div class=\"wpr-mobile-toggle\"><span class=\"wpr-mobile-toggle-line\"><\/span><span class=\"wpr-mobile-toggle-line\"><\/span><span class=\"wpr-mobile-toggle-line\"><\/span><\/div><\/div><ul id=\"mobile-menu-2-27cc5e89\" class=\"wpr-mobile-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9032\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/\" class=\"wpr-mobile-menu-item\">BOOKS<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-5358\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/chapters\/\" class=\"wpr-mobile-menu-item\">CHAPTERS<\/a>\n<ul class=\"sub-menu wpr-sub-menu\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5374\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/call-for-chapters\/\" class=\"wpr-mobile-sub-menu-item\">CALL FOR CHAPTERS<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11347\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/upcoming-titles-academics\/\" class=\"wpr-mobile-sub-menu-item\">UPCOMING TITLES (ACADEMICS)<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-5363\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/for-editors\/\" class=\"wpr-mobile-menu-item\">FOR EDITORS<\/a>\n<ul class=\"sub-menu wpr-sub-menu\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5113\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/propose-book\/\" class=\"wpr-mobile-sub-menu-item\">PROPOSE A BOOK<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4804\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/pricing\/\" class=\"wpr-mobile-menu-item\">PRICING<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4129\"><a href=\"https:\/\/amkcorp.in\/index.php\/books\/submit-book-chapter\/\" class=\"wpr-mobile-menu-item\">SUBMIT BOOK\/CHAPTER<\/a><\/li>\n<\/ul><\/nav>\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-694f5fd4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"694f5fd4\" data-element_type=\"section\" data-e-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-25a5e946\" data-id=\"25a5e946\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63ceaa37 elementor-widget elementor-widget-spacer\" data-id=\"63ceaa37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\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\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5aa12442 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"5aa12442\" data-element_type=\"section\" data-e-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-top-column elementor-element elementor-element-fb44e05\" data-id=\"fb44e05\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b75b772 elementor-widget-laptop__width-initial elementor-widget elementor-widget-image\" data-id=\"b75b772\" data-element_type=\"widget\" data-e-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 decoding=\"async\" width=\"1126\" height=\"748\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/03\/Cover-SML-P1-Print.jpg\" class=\"attachment-full size-full wp-image-7629\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/03\/Cover-SML-P1-Print.jpg 1126w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/03\/Cover-SML-P1-Print-300x199.jpg 300w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/03\/Cover-SML-P1-Print-1024x680.jpg 1024w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/03\/Cover-SML-P1-Print-768x510.jpg 768w\" sizes=\"(max-width: 1126px) 100vw, 1126px\" \/>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c155a93 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"c155a93\" data-element_type=\"section\" data-e-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-14 elementor-inner-column elementor-element elementor-element-4e68dedc\" data-id=\"4e68dedc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-426974bd elementor-widget elementor-widget-image\" data-id=\"426974bd\" data-element_type=\"widget\" data-e-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 decoding=\"async\" width=\"226\" height=\"100\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/978-81-970871-8-9.gif\" class=\"attachment-large size-large wp-image-7577\" alt=\"\" \/>\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-14 elementor-inner-column elementor-element elementor-element-e539fb5\" data-id=\"e539fb5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-233e8b2d elementor-widget elementor-widget-image\" data-id=\"233e8b2d\" data-element_type=\"widget\" data-e-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=\"226\" height=\"100\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/978-81-970871-3-4.gif\" class=\"attachment-large size-large wp-image-7576\" alt=\"\" \/>\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-14 elementor-inner-column elementor-element elementor-element-7ed2bc65\" data-id=\"7ed2bc65\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-14 elementor-inner-column elementor-element elementor-element-321dc656\" data-id=\"321dc656\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68b5a6a5 elementor-widget elementor-widget-heading\" data-id=\"68b5a6a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u20b9 799.00<\/h2>\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-14 elementor-inner-column elementor-element elementor-element-20f26e48\" data-id=\"20f26e48\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3a31cbf elementor-widget elementor-widget-heading\" data-id=\"3a31cbf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">$ 40.00<\/h2>\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-14 elementor-inner-column elementor-element elementor-element-45e887ed\" data-id=\"45e887ed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-58c2f02b elementor-widget-laptop__width-initial elementor-widget elementor-widget-heading\" data-id=\"58c2f02b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ORDER PRINT<\/h2>\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-14 elementor-inner-column elementor-element elementor-element-a7d621b\" data-id=\"a7d621b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-43cad769 elementor-widget-laptop__width-initial elementor-widget elementor-widget-heading\" data-id=\"43cad769\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ORDER EBOOK<\/h2>\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-22e49946 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"22e49946\" data-element_type=\"section\" data-e-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-16 elementor-inner-column elementor-element elementor-element-195576db\" data-id=\"195576db\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3fed46f0 elementor-widget elementor-widget-image\" data-id=\"3fed46f0\" data-element_type=\"widget\" data-e-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\t<a href=\"https:\/\/search.crossref.org\/search\/works?q=10.61909%2FAMKEDTB022411&#038;from_ui=yes\" target=\"_blank\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"166\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/Crossref.png\" class=\"attachment-large size-large wp-image-6693\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-16 elementor-inner-column elementor-element elementor-element-24cab4c0\" data-id=\"24cab4c0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-ab57ba1\" data-id=\"ab57ba1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-b97754e\" data-id=\"b97754e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-22939459\" data-id=\"22939459\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-66bf711\" data-id=\"66bf711\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-10642549\" data-id=\"10642549\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3bfc6f0f elementor-widget elementor-widget-heading\" data-id=\"3bfc6f0f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">THE SCIENCE OF MACHINE LEARNING<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a105a4 elementor-widget elementor-widget-heading\" data-id=\"3a105a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PART 1<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55a4b678 elementor-widget elementor-widget-heading\" data-id=\"55a4b678\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AUTHOR(S) - <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bce5fca elementor-widget-laptop__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"5bce5fca\" data-element_type=\"widget\" data-e-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\t\t<p>SHUBHODIP SASMAL, PUSHPA RAIKWAR DIWAN, SHEETAL TEMARA, Dr. SHAHRUKH IRFAN,<\/p>\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-45ef7369 elementor-widget-laptop__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"45ef7369\" data-element_type=\"widget\" data-e-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\t\t<p>DOI &#8211; 10.61909\/AMKEDTB022411<\/p>\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-10b0f3d9 elementor-widget elementor-widget-text-editor\" data-id=\"10b0f3d9\" data-element_type=\"widget\" data-e-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\t\t<p>Genre\/Subject &#8211; Computer Science, ML, AI<\/p><p>Series &#8211; Machine Learning<\/p><p>Book code &#8211; AMKEDTB022411\u00a0 \u00a0\u00a0<\/p><p><span style=\"color: var( --e-global-color-text ); font-weight: var( --e-global-typography-text-font-weight );\">ISBN(P) &#8211; 978-81-970871-3-4<\/span><\/p><p>ISBN(E) &#8211; 978-81-970871-8-9<\/p><p>Tentative Publication Date\u00a0 &#8211;\u00a0 29-02-2024<\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-72c42f50 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"72c42f50\" data-element_type=\"section\" data-e-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-4cfcc115\" data-id=\"4cfcc115\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7174e489 elementor-widget elementor-widget-heading\" data-id=\"7174e489\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AUTHOR(S)<\/h2>\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3be6d83 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"3be6d83\" data-element_type=\"section\" data-e-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-33 elementor-top-column elementor-element elementor-element-77888bba\" data-id=\"77888bba\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b6a2ed9 elementor-widget elementor-widget-image\" data-id=\"5b6a2ed9\" data-element_type=\"widget\" data-e-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=\"300\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Shubhodip-Sasmal-300x300.png\" class=\"attachment-medium size-medium wp-image-7342\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Shubhodip-Sasmal-300x300.png 300w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Shubhodip-Sasmal-150x150.png 150w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Shubhodip-Sasmal.png 365w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-66 elementor-top-column elementor-element elementor-element-75cae48e\" data-id=\"75cae48e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-47b3dd7f elementor-widget elementor-widget-heading\" data-id=\"47b3dd7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">SHUBHODIP SASMAL<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fe41175 elementor-widget elementor-widget-text-editor\" data-id=\"3fe41175\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Mr. Shubhodip Sasmal, an IT professional with 15 years of experience based in Atlanta, Georgia, is currently employed at Tata Consultancy Services. He earned his Bachelor&#8217;s Degree in Information Technology in 2007 from West Bengal University of Technology. Over the years, he has cultivated a comprehensive skill set encompassing Artificial Intelligence, Machine Learning, Cloud Computing, Database Management, and Data Processing. He is dedicated to staying at the forefront of technological advancements, consistently updating his skills to align with the evolving IT landscape. His proficiency extends beyond technical expertise, as he actively engages in professional development, contributing to a culture of continuous learning. With a track record of successfully leading initiatives and collaborating with cross-functional teams, he is passionate about leveraging his knowledge and experience to drive innovation in the dynamic realm of Information Technology.<\/strong><\/p>\t\t\t\t\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-632fe87 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"632fe87\" data-element_type=\"section\" data-e-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-ef2eca2\" data-id=\"ef2eca2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6d6233c elementor-widget elementor-widget-text-editor\" data-id=\"6d6233c\" data-element_type=\"widget\" data-e-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\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5738\" src=\"http:\/\/createcom.in\/wp-content\/uploads\/2022\/11\/Orcid-25x25-1-1.png\" alt=\"\" width=\"25\" height=\"25\" \/>\u00a0<\/p>\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-88b9ca1\" data-id=\"88b9ca1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63bb510 elementor-widget elementor-widget-text-editor\" data-id=\"63bb510\" data-element_type=\"widget\" data-e-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\t\t<p><a href=\"https:\/\/orcid.org\/0009-0008-9626-1374\" target=\"_blank\" rel=\"noopener\">https:\/\/orcid.org\/0009-0008-9626-1374<\/a><\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\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-1c0bd160 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"1c0bd160\" data-element_type=\"section\" data-e-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-33 elementor-top-column elementor-element elementor-element-7478b23e\" data-id=\"7478b23e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ba6b089 elementor-widget elementor-widget-image\" data-id=\"ba6b089\" data-element_type=\"widget\" data-e-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=\"257\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Pushpa-Raikwar-Diwan.jpeg-257x300.jpg\" class=\"attachment-medium size-medium wp-image-7340\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Pushpa-Raikwar-Diwan.jpeg-257x300.jpg 257w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Pushpa-Raikwar-Diwan.jpeg.jpg 405w\" sizes=\"(max-width: 257px) 100vw, 257px\" \/>\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-66 elementor-top-column elementor-element elementor-element-306e15c1\" data-id=\"306e15c1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73d3836e elementor-widget elementor-widget-heading\" data-id=\"73d3836e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PUSHPA RAIKWAR DIWAN<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7afc0597 elementor-widget elementor-widget-text-editor\" data-id=\"7afc0597\" data-element_type=\"widget\" data-e-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\t\t<p><strong>I am Pushpa Raikwar Diwan, a dedicated professional with a diverse background in teaching, I bring a wealth of experience in academic operations, procurement, finance, and training. Currently pursuing a Ph.D. in Computer Science and Engineering. I hold an M.Tech in (CSE) and a B.E. in (IT). Alongside my professional achievements, committed to continuous learning and growth, I am an adaptive and reliable professional.<\/strong><\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-64fcf13 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"64fcf13\" data-element_type=\"section\" data-e-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-33 elementor-top-column elementor-element elementor-element-0e9e880\" data-id=\"0e9e880\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7509ca3 elementor-widget elementor-widget-image\" data-id=\"7509ca3\" data-element_type=\"widget\" data-e-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=\"240\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Sheetal-Temara.jpeg-240x300.jpg\" class=\"attachment-medium size-medium wp-image-7341\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Sheetal-Temara.jpeg-240x300.jpg 240w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Sheetal-Temara.jpeg.jpg 564w\" sizes=\"(max-width: 240px) 100vw, 240px\" \/>\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-66 elementor-top-column elementor-element elementor-element-61bb7c3\" data-id=\"61bb7c3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-735444c elementor-widget elementor-widget-heading\" data-id=\"735444c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">SHEETAL TEMARA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-232f266 elementor-widget elementor-widget-text-editor\" data-id=\"232f266\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Ms. Sheetal Temara is an Information Security professional with an extensive background in Penetration Testing and Vulnerability Assessments spanning various applications and domains. She is currently pursuing a doctoral degree in Information Technology at University of the Cumberlands. Her academic journey also includes a Master of Science degree in Computer Engineering from Oklahoma City University and a Bachelor of Technology in Information Technology from India. In her current role as Cyber Security Research Scientist, Sheetal demonstrates her expertise in penetration testing, identify security vulnerabilities for the organizational networks, application systems, hardware infrastructure and emerging technologies to improve the enterprise information security posture. She excels in conducting security risk assessments ensuring compliance with corporate information security policies and communicating risks effectively to stakeholders. Prior to her current position, Sheetal served as a Security Engineer where she conducted dynamic application security testing and provided expert guidance on security vulnerabilities and risks to development teams. She has extensive experience in utilizing various penetration testing tools and possesses advanced skills in programming languages. With a passion for cybersecurity and a dedication to advancing the field, Sheetal&#8217;s research interests incline toward the development of innovative solutions to address emerging cyber threats. She actively contributes to the academic community through her research publications and publishes her academic work on platforms such as ResearchGate. Outside of her professional endeavours, Sheetal is committed to sharing her knowledge and expertise with others. As an author, she aims to empower readers with practical insights and strategies to enhance their understanding of cybersecurity and strengthen their defenses against evolving threats.<\/strong><\/p>\t\t\t\t\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-056cf02 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"056cf02\" data-element_type=\"section\" data-e-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-0d675a3\" data-id=\"0d675a3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-83b30f1 elementor-widget elementor-widget-text-editor\" data-id=\"83b30f1\" data-element_type=\"widget\" data-e-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\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5738\" src=\"http:\/\/createcom.in\/wp-content\/uploads\/2022\/11\/Orcid-25x25-1-1.png\" alt=\"\" width=\"25\" height=\"25\" \/>\u00a0<\/p>\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-125afd3\" data-id=\"125afd3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c73c5ca elementor-widget elementor-widget-text-editor\" data-id=\"c73c5ca\" data-element_type=\"widget\" data-e-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\t\t<p><a href=\"https:\/\/orcid.org\/0009-0006-2221-6605\" target=\"_blank\" rel=\"noopener\">https:\/\/orcid.org\/0009-0006-2221-6605<\/a><\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\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-9ab100b elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"9ab100b\" data-element_type=\"section\" data-e-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-33 elementor-top-column elementor-element elementor-element-a128f9b\" data-id=\"a128f9b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-41e580f elementor-widget elementor-widget-image\" data-id=\"41e580f\" data-element_type=\"widget\" data-e-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=\"298\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Dr.-Shahrukh-Irfan-298x300.png\" class=\"attachment-medium size-medium wp-image-7338\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Dr.-Shahrukh-Irfan-298x300.png 298w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Dr.-Shahrukh-Irfan-150x150.png 150w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/02\/Dr.-Shahrukh-Irfan.png 315w\" sizes=\"(max-width: 298px) 100vw, 298px\" \/>\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-66 elementor-top-column elementor-element elementor-element-548c736\" data-id=\"548c736\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2855a67 elementor-widget elementor-widget-heading\" data-id=\"2855a67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Dr. SHAHRUKH IRFAN<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa3827a elementor-widget elementor-widget-text-editor\" data-id=\"aa3827a\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Dr. Shahrukh Irfan is a distinguished dentist with a rich educational background and extensive experience spanning over 8 years in dentistry. He earned his Bachelor of Dental Surgery degree from Hamdard University in 2015 and later pursued a Master of Science in Prosthodontics from Liaquat University of Health &amp; Science, completing his training in 2020. Currently enrolled in an MS program focusing on healthcare and management, Dr. Irfan&#8217;s dedication to professional growth is evident. His expertise extends beyond dentistry, encompassing areas such as natural language processing, data mining, and machine learning applications in healthcare, reflecting his multidisciplinary approach to knowledge acquisition and technology exploration. Dr. Irfan&#8217;s dynamic pursuit of emerging technologies and advancements in dentistry exemplifies his commitment to excellence in patient care and professional development.<\/strong><\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5d9a78e4 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"5d9a78e4\" data-element_type=\"section\" data-e-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-4aecdf0\" data-id=\"4aecdf0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6b1029d7 elementor-widget elementor-widget-heading\" data-id=\"6b1029d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ABOUT BOOK \/ ABSTRACT<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2931a9e2 elementor-widget elementor-widget-text-editor\" data-id=\"2931a9e2\" data-element_type=\"widget\" data-e-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\t\t<p><strong>The book titled &#8220;The Science of Machine Learning&#8221; serves as a comprehensive guide for both beginners and experienced practitioners in the field of machine learning. Covering a wide range of topics, the book provides a thorough introduction to the fundamentals of machine learning, as well as advanced techniques and emerging trends.<\/strong><\/p><p><strong>In the first chapter, readers are introduced to the concept of machine learning, its historical context, and its importance and applications in various domains. The chapter also explores different types of machine learning and addresses key terminologies, challenges, and limitations associated with the field.<\/strong><\/p><p><strong>The second chapter delves into the mathematical foundations essential for understanding machine learning algorithms. Topics covered include linear algebra, probability and statistics, calculus, optimization techniques, information theory basics, and numerical methods and algorithms.<\/strong><\/p><p><strong>Moving forward, the book explores data preprocessing and exploration techniques in Chapter 3. Readers learn about data cleaning, handling missing values, feature scaling, normalization, feature engineering, exploratory data analysis (EDA), data visualization, and dimensionality reduction methods.<\/strong><\/p><p><strong>Chapters 4 and 5 focus on supervised and unsupervised learning algorithms, respectively. Readers are introduced to popular algorithms such as linear regression, logistic regression, decision trees, random forests, support vector machines (SVM), k-nearest neighbors (k-NN), and ensemble methods for supervised learning, as well as k-means clustering, hierarchical clustering, Gaussian mixture models (GMM), principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), and association rule learning for unsupervised learning.<\/strong><\/p><p><strong>Chapter 6 explores neural networks and deep learning, covering topics such as artificial neural networks (ANN), convolutional neural networks (CNN), recurrent neural networks (RNN), long short-term memory (LSTM), and generative adversarial networks (GAN).<\/strong><\/p><p><strong>In Chapter 7, readers learn about model evaluation and validation techniques, including cross-validation, performance metrics, bias-variance tradeoff, hyperparameter tuning, model interpretability, and explainability.<\/strong><\/p><p><strong>Chapter 8 focuses on feature selection and model interpretability, discussing the importance of feature selection, techniques for feature selection, interpretable machine learning models, explainable AI (XAI) techniques, model debugging, error analysis, and visualization of model decisions.<\/strong><\/p><p><strong>Chapters 9 and 10 delve into natural language processing (NLP) and computer vision, respectively, covering topics such as text preprocessing techniques, word embeddings, recurrent neural networks for NLP, transformer models, image preprocessing techniques, convolutional neural networks for image classification, object detection, image segmentation, and transfer learning.<\/strong><\/p><p><strong>Chapter 11 introduces readers to reinforcement learning, discussing concepts such as Markov decision processes (MDP), Q-learning, policy gradient methods, deep reinforcement learning, and applications of reinforcement learning.<\/strong><\/p><p><strong>In Chapter 12, readers learn about deploying machine learning models, including model deployment strategies, containerization and orchestration, model serving platforms, monitoring and scaling machine learning systems, ethical considerations in model deployment, and model maintenance and updates.<\/strong><\/p><p><strong>Finally, Chapter 13 explores future trends and directions in machine learning, including the current state of machine learning research, emerging technologies and innovations, and ethical and societal implications of machine learning. The chapter concludes with final thoughts and reflections on the future of the field.<\/strong><\/p><p><strong>Overall, &#8220;The Science of Machine Learning&#8221; provides a comprehensive overview of the field, equipping readers with the knowledge and skills necessary to embark on their journey in machine learning and stay abreast of the latest advancements and trends.<\/strong><\/p>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>BOOKS CHAPTERS CALL FOR CHAPTERS FOR EDITORS PROPOSE A BOOK PRICING SUBMIT BOOK\/CHAPTER BOOKS CHAPTERS CALL FOR CHAPTERS FOR EDITORS PROPOSE A BOOK PRICING SUBMIT BOOK\/CHAPTER \u20b9 799.00 $ 40.00 ORDER PRINT ORDER EBOOK THE SCIENCE OF MACHINE LEARNING PART 1 AUTHOR(S) &#8211; SHUBHODIP SASMAL, PUSHPA RAIKWAR DIWAN, SHEETAL TEMARA, Dr. SHAHRUKH IRFAN, DOI &#8211; 10.61909\/AMKEDTB022411 Genre\/Subject &#8211; Computer Science, ML, AI Series &#8211; Machine Learning Book code &#8211; AMKEDTB022411\u00a0 \u00a0\u00a0 ISBN(P) &#8211; 978-81-970871-3-4 ISBN(E) &#8211; 978-81-970871-8-9 Tentative Publication Date\u00a0 &#8211;\u00a0 29-02-2024 AUTHOR(S) SHUBHODIP SASMAL Mr. Shubhodip Sasmal, an IT professional with 15 years of experience based in Atlanta, Georgia, is currently employed at Tata Consultancy Services. He earned his Bachelor&#8217;s Degree in Information Technology in 2007 from West Bengal University of Technology. Over the years, he has cultivated a comprehensive skill set encompassing Artificial Intelligence, Machine Learning, Cloud Computing, Database Management, and Data Processing. He is dedicated to staying at the forefront of technological advancements, consistently updating his skills to align with the evolving IT landscape. His proficiency extends beyond technical expertise, as he actively engages in professional development, contributing to a culture of continuous learning. With a track record of successfully leading initiatives and collaborating with cross-functional teams, he is passionate about leveraging his knowledge and experience to drive innovation in the dynamic realm of Information Technology. \u00a0 https:\/\/orcid.org\/0009-0008-9626-1374 PUSHPA RAIKWAR DIWAN I am Pushpa Raikwar Diwan, a dedicated professional with a diverse background in teaching, I bring a wealth of experience in academic operations, procurement, finance, and training. Currently pursuing a Ph.D. in Computer Science and Engineering. I hold an M.Tech in (CSE) and a B.E. in (IT). Alongside my professional achievements, committed to continuous learning and growth, I am an adaptive and reliable professional. SHEETAL TEMARA Ms. Sheetal Temara is an Information Security professional with an extensive background in Penetration Testing and Vulnerability Assessments spanning various applications and domains. She is currently pursuing a doctoral degree in Information Technology at University of the Cumberlands. Her academic journey also includes a Master of Science degree in Computer Engineering from Oklahoma City University and a Bachelor of Technology in Information Technology from India. In her current role as Cyber Security Research Scientist, Sheetal demonstrates her expertise in penetration testing, identify security vulnerabilities for the organizational networks, application systems, hardware infrastructure and emerging technologies to improve the enterprise information security posture. She excels in conducting security risk assessments ensuring compliance with corporate information security policies and communicating risks effectively to stakeholders. Prior to her current position, Sheetal served as a Security Engineer where she conducted dynamic application security testing and provided expert guidance on security vulnerabilities and risks to development teams. She has extensive experience in utilizing various penetration testing tools and possesses advanced skills in programming languages. With a passion for cybersecurity and a dedication to advancing the field, Sheetal&#8217;s research interests incline toward the development of innovative solutions to address emerging cyber threats. She actively contributes to the academic community through her research publications and publishes her academic work on platforms such as ResearchGate. Outside of her professional endeavours, Sheetal is committed to sharing her knowledge and expertise with others. As an author, she aims to empower readers with practical insights and strategies to enhance their understanding of cybersecurity and strengthen their defenses against evolving threats. \u00a0 https:\/\/orcid.org\/0009-0006-2221-6605 Dr. SHAHRUKH IRFAN Dr. Shahrukh Irfan is a distinguished dentist with a rich educational background and extensive experience spanning over 8 years in dentistry. He earned his Bachelor of Dental Surgery degree from Hamdard University in 2015 and later pursued a Master of Science in Prosthodontics from Liaquat University of Health &amp; Science, completing his training in 2020. Currently enrolled in an MS program focusing on healthcare and management, Dr. Irfan&#8217;s dedication to professional growth is evident. His expertise extends beyond dentistry, encompassing areas such as natural language processing, data mining, and machine learning applications in healthcare, reflecting his multidisciplinary approach to knowledge acquisition and technology exploration. Dr. Irfan&#8217;s dynamic pursuit of emerging technologies and advancements in dentistry exemplifies his commitment to excellence in patient care and professional development. ABOUT BOOK \/ ABSTRACT The book titled &#8220;The Science of Machine Learning&#8221; serves as a comprehensive guide for both beginners and experienced practitioners in the field of machine learning. Covering a wide range of topics, the book provides a thorough introduction to the fundamentals of machine learning, as well as advanced techniques and emerging trends. In the first chapter, readers are introduced to the concept of machine learning, its historical context, and its importance and applications in various domains. The chapter also explores different types of machine learning and addresses key terminologies, challenges, and limitations associated with the field. The second chapter delves into the mathematical foundations essential for understanding machine learning algorithms. Topics covered include linear algebra, probability and statistics, calculus, optimization techniques, information theory basics, and numerical methods and algorithms. Moving forward, the book explores data preprocessing and exploration techniques in Chapter 3. Readers learn about data cleaning, handling missing values, feature scaling, normalization, feature engineering, exploratory data analysis (EDA), data visualization, and dimensionality reduction methods. Chapters 4 and 5 focus on supervised and unsupervised learning algorithms, respectively. Readers are introduced to popular algorithms such as linear regression, logistic regression, decision trees, random forests, support vector machines (SVM), k-nearest neighbors (k-NN), and ensemble methods for supervised learning, as well as k-means clustering, hierarchical clustering, Gaussian mixture models (GMM), principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), and association rule learning for unsupervised learning. Chapter 6 explores neural networks and deep learning, covering topics such as artificial neural networks (ANN), convolutional neural networks (CNN), recurrent neural networks (RNN), long short-term memory (LSTM), and generative adversarial networks (GAN). In Chapter 7, readers learn about model evaluation and validation techniques, including cross-validation, performance metrics, bias-variance tradeoff, hyperparameter tuning, model interpretability, and explainability. Chapter 8 focuses on feature selection and model interpretability, discussing the importance of feature selection, techniques for feature selection, interpretable machine learning models, explainable AI (XAI) techniques,<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1681,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_joinchat":[],"footnotes":""},"class_list":["post-7335","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/7335","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/comments?post=7335"}],"version-history":[{"count":113,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/7335\/revisions"}],"predecessor-version":[{"id":9757,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/7335\/revisions\/9757"}],"up":[{"embeddable":true,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/1681"}],"wp:attachment":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/media?parent=7335"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}