{"id":10322,"date":"2024-08-20T04:25:03","date_gmt":"2024-08-20T03:25:03","guid":{"rendered":"https:\/\/amkcorp.in\/?page_id=10322"},"modified":"2025-02-27T05:36:31","modified_gmt":"2025-02-27T05:36:31","slug":"deep-learning","status":"publish","type":"page","link":"https:\/\/amkcorp.in\/index.php\/books\/deep-learning\/","title":{"rendered":"DEEP LEARNING"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"10322\" class=\"elementor elementor-10322\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6dd6bf62 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=\"6dd6bf62\" 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-85f46bf\" data-id=\"85f46bf\" 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-5602f09f elementor-widget elementor-widget-image\" data-id=\"5602f09f\" 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-39907f54\" data-id=\"39907f54\" 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-40541e11 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=\"40541e11\" 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-1-40541e11\" 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-2-40541e11\" 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=\"1410\" height=\"2250\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/DEEP-LEARNING-COVER.jpg\" class=\"attachment-full size-full wp-image-10352\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/DEEP-LEARNING-COVER.jpg 1410w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/DEEP-LEARNING-COVER-188x300.jpg 188w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/DEEP-LEARNING-COVER-642x1024.jpg 642w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/DEEP-LEARNING-COVER-768x1226.jpg 768w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/DEEP-LEARNING-COVER-963x1536.jpg 963w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/DEEP-LEARNING-COVER-1283x2048.jpg 1283w\" sizes=\"(max-width: 1410px) 100vw, 1410px\" \/>\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\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\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 499.00<\/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\"><a href=\"https:\/\/store.amkcorp.in\/index.php\/product\/deep-learning\/\" target=\"_blank\">ORDER PRINT<\/a><\/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\">\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<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<img 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\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\">DEEP LEARNING<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4c15bd elementor-widget elementor-widget-heading\" data-id=\"e4c15bd\" 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\">UNRAVELING THE SECRETS OF NEURAL NETWORKS<\/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>MUHAMMAD ALI KHAN, SEJUTI SARKER TINNY, PIYUSH RANJAN, VARUN SHAH<\/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\/AMKEDTB062430<\/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, Deep Learning, Machine Learning, Neural Network<\/p><p>Book code &#8211; AMKEDTB082430<\/p><p>pgs: 224<\/p><p>ISBN(E) &#8211; 978-93-6556-973-5<\/p><p>ISBN(P) &#8211; 978-93-6556-117-3<\/p><p>Published &#8211; 06\/08\/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\/08\/MAK-300x300.png\" class=\"attachment-medium size-medium wp-image-10346\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/MAK-300x300.png 300w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/MAK-150x150.png 150w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/MAK.png 477w\" 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\">MUHAMMAD ALI KHAN<\/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. Muhammad Ali Khan is a dedicated and accomplished professional in the field of Computer Science, currently serving as a Lecturer at Minhaj University Lahore in the School of Information Technology. He holds an M.Phil. in Computer Science (2021-2023) and a BS in Software Engineering (2015-2019) from Minhaj University Lahore. His teaching career includes significant roles such as Registrar of the BS Program and Head of the Computer Science Department at Concordia College Johar Town Campus Lahore.<\/strong><\/p><p><strong>His academic journey is marked by a commitment to excellence and continuous learning. His research expertise lies in Deep Learning and Artificial Intelligence, with several notable publications contributing to these advanced fields. His experience encompasses various facets of computer science education, including curriculum development, student mentorship, and industry collaboration.<\/strong><\/p><p><a href=\"https:\/\/orcid.org\/0009-0008-2084-3052\" target=\"_blank\" rel=\"noopener\"><strong>https:\/\/orcid.org\/0009-0008-2084-3052 <\/strong><\/a><\/p><p>\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\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=\"300\" height=\"292\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/05\/Steefin-lili.jpeg-300x292.jpg\" class=\"attachment-medium size-medium wp-image-8101\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/05\/Steefin-lili.jpeg-300x292.jpg 300w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/05\/Steefin-lili.jpeg-768x748.jpg 768w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/05\/Steefin-lili.jpeg.jpg 1000w\" 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-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\">SEJUTI SARKER TINNY<\/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>Ms. Sejuti Sarker Tinny is a high school graduate student with an insatiable curiosity for the world of Data Science. Despite her young age, she has already delved deep into the realms of statistics, programming and machine learning,\u00a0 fueled by a passion for unravelling the mysteries hidden within vast datasets. Tinny&#8217;s journey into data science began with a simple fascination for numbers, which quickly evolved into a fervent desire to understand the stories they tell. With a keen eye for detail and a knack for problem solving, she has embarked on numerous data analysis projects,\u00a0 exploring diverse topics ranging from environmental trends to socioeconomic patterns.\u00a0 Tinny&#8217;s writing reflects her dedication to demystifying complex concepts and making them accessible to readers of all backgrounds. Through her contributions to this book, she hopes to inspire fellow students to embark on their adventures in the captivating world of data science.<\/strong><\/p><p><strong>\u00a0<a href=\"https:\/\/orcid.org\/0009-0003-0834-5302\">https:\/\/orcid.org\/0009-0003-0834-5302<\/a>\u00a0<\/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=\"279\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/Piyush-Ranjan-279x300.png\" class=\"attachment-medium size-medium wp-image-10347\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/Piyush-Ranjan-279x300.png 279w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/08\/Piyush-Ranjan.png 456w\" sizes=\"(max-width: 279px) 100vw, 279px\" \/>\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\">PIYUSH RANJAN<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d976314 elementor-widget elementor-widget-text-editor\" data-id=\"d976314\" 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 Piyush Ranjan, an IEEE Vice Chair (AES Chapter) with a passion for writing and reviewing scholarly articles across various forums. With 18 years of industry expertise, I currently hold the position of Assistant Vice President at a reputable firm in the USA.<\/strong><br \/><br \/><strong>As an Assistant Vice President, I leverage extensive design experience and a successful track record in the technology industry, particularly in AI and digital transformation initiatives.<\/strong><\/p><p><strong>I excel in fostering teamwork, aligning project goals with business objectives, and managing cross-functional collaborations with architects and product owners. My problem-solving approach emphasizes setting clear priorities, removing impediments, and nurturing a collaborative work environment. Additionally, my experience in AI and digital transformation enables me to drive innovative solutions and enhance operational efficiencies within the organization.<\/strong><\/p><p><a href=\"https:\/\/orcid.org\/0009-0005-8238-7855\" target=\"_blank\" rel=\"noopener\"><strong>https:\/\/orcid.org\/0009-0005-8238-7855<\/strong><\/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<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=\"252\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/03\/varun.jpeg-252x300.jpg\" class=\"attachment-medium size-medium wp-image-7742\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/03\/varun.jpeg-252x300.jpg 252w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/03\/varun.jpeg.jpg 647w\" sizes=\"(max-width: 252px) 100vw, 252px\" \/>\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\">VARUN SHAH<\/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>Mr. Varun Shah, based in San Francisco, California, is a seasoned Software Development Manager renowned for his transformative leadership across esteemed organizations. With a proven track record at Amazon Service LLC, Service Now, Sony PlayStation, and Medimpact Healthcare Systems, Varun has spearheaded groundbreaking initiatives, including the launch of life-safety applications for Amazon&#8217;s global operations, premium services for Service Now Vault, and scalable payment methods for Sony PlayStation. His strategic restructuring has consistently optimized development processes, resulting in substantial cost savings and compliance achievements. Varun&#8217;s dedication to mentorship and innovation has not only elevated his teams but has also propelled him as a respected figure in the technology and healthcare sectors. With a Bachelor of Engineering degree in Information Technology and expertise spanning Java, AWS, Agile methodologies, and more, Varun continues to drive impact and foster talent within his spheres of influence.<\/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-6b8a4a3 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=\"6b8a4a3\" 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-256f5f8d\" data-id=\"256f5f8d\" 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-31638517 elementor-widget elementor-widget-heading\" data-id=\"31638517\" 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-1db22495 elementor-widget-laptop__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1db22495\" 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>\u00a0&#8220;Deep Learning: Unraveling the Secrets of Neural Networks&#8221; is a comprehensive guide designed for both beginners and advanced learners eager to delve into the world of deep learning. This meticulously structured book takes readers on a journey through the fundamentals, intricacies, and advanced concepts of neural networks, making it an indispensable resource for anyone looking to understand or enhance their knowledge in this field.<\/p><p>\u00a0<\/p><p>Starting with Chapter 1, the book introduces deep learning by defining its core concepts and tracing its historical evolution. It distinguishes between machine learning and deep learning, highlighting their unique attributes. Key terminologies and concepts are elucidated, providing a solid foundation for readers. The chapter also explores the diverse applications of deep learning across industries, the challenges faced, the tools and frameworks available, and the future directions the field might take.<\/p><p>\u00a0<\/p><p>In Chapter 2, readers are introduced to the basics of neural networks. This chapter covers the structure and function of neural networks, including activation functions, feedforward and backpropagation mechanisms, and loss functions. It also discusses various types of neural networks and the metrics used for training and evaluation, culminating in a practical example of building a simple neural network.<\/p><p>\u00a0<\/p><p>Chapter 3 delves into Convolutional Neural Networks (CNNs), which are pivotal in image processing tasks. The chapter explains the components of CNNs, such as convolutional layers, pooling layers, and fully connected layers. It discusses different CNN architectures, transfer learning techniques, and advanced methods, offering readers a deep dive into CNNs&#8217; capabilities.<\/p><p>\u00a0<\/p><p>Recurrent Neural Networks (RNNs) are the focus of Chapter 4. This chapter covers the basics of RNNs, sequence modeling, and various types of RNNs, including LSTM and GRU. It also discusses the applications of RNNs, the challenges in training them, advanced architectures, and practical implementations, such as time series forecasting.<\/p><p>\u00a0<\/p><p>Chapter 5 explores Generative Adversarial Networks (GANs), detailing their architecture, training methods, and applications. The chapter also covers variants of GANs and the challenges associated with their training, supported by a case study on image generation and insights into the future of GANs.<\/p><p>\u00a0<\/p><p>Chapter 6 introduces Deep Reinforcement Learning, covering key concepts, methodologies, and case studies, such as game playing and robotics. It differentiates between model-free and model-based methods and discusses advanced techniques and challenges in this domain.<\/p><p>\u00a0<\/p><p>Natural Language Processing (NLP) with deep learning is covered in Chapter 7. This chapter addresses key NLP tasks, embedding techniques, sequence-to-sequence models, attention mechanisms, and advanced models like Transformers and BERT. It highlights applications in text generation and translation, offering a glimpse into future trends in NLP.<\/p><p>\u00a0<\/p><p>In Chapter 8, the book focuses on Deep Learning in Computer Vision, discussing image classification, object detection, semantic segmentation, and image generation. It also explores real-world applications like autonomous vehicles and medical imaging, supported by tools and frameworks for computer vision.<\/p><p>\u00a0<\/p><p>Chapter 9 delves into advanced topics such as meta-learning, neural architecture search, explainable AI, few-shot learning, federated learning, self-supervised learning, and multi-modal learning, addressing the challenges and future directions in these areas.<\/p><p>\u00a0<\/p><p>Chapter 10 provides practical guidance on implementing deep learning models using frameworks like TensorFlow, PyTorch, and Keras. It covers model deployment, performance optimization, and debugging, supported by end-to-end implementation case studies.<\/p><p>\u00a0<\/p><p>The ethical implications of deep learning are discussed in Chapter 11, highlighting issues like bias, fairness, privacy, regulatory aspects, and the impact on jobs and society. It promotes responsible AI practices through case studies and future directions for ethical AI.<\/p><p>\u00a0<\/p><p>Finally, Chapter 12 looks to the future of deep learning, discussing emerging trends, potential breakthroughs, integration with other fields, and the role of deep learning in addressing global challenges. It emphasizes the importance of community and collaborative research, educational pathways, and concludes with reflections on the road ahead for deep learning.<\/p><p>\u00a0<\/p><p>&#8220;Deep Learning: Unraveling the Secrets of Neural Networks&#8221; is not just a book; it\u2019s a roadmap for anyone looking to navigate the rapidly evolving landscape of deep learning, offering a blend of theoretical insights and practical knowledge.<\/p><p><em>\u00a0<\/em><\/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 499.00 $ 40.00 ORDER PRINT DEEP LEARNING UNRAVELING THE SECRETS OF NEURAL NETWORKS AUTHOR(S) &#8211; MUHAMMAD ALI KHAN, SEJUTI SARKER TINNY, PIYUSH RANJAN, VARUN SHAH DOI &#8211; 10.61909\/AMKEDTB062430 Genre\/Subject &#8211; Computer Science, Deep Learning, Machine Learning, Neural Network Book code &#8211; AMKEDTB082430 pgs: 224 ISBN(E) &#8211; 978-93-6556-973-5 ISBN(P) &#8211; 978-93-6556-117-3 Published &#8211; 06\/08\/2024 AUTHOR(S) MUHAMMAD ALI KHAN Mr. Muhammad Ali Khan is a dedicated and accomplished professional in the field of Computer Science, currently serving as a Lecturer at Minhaj University Lahore in the School of Information Technology. He holds an M.Phil. in Computer Science (2021-2023) and a BS in Software Engineering (2015-2019) from Minhaj University Lahore. His teaching career includes significant roles such as Registrar of the BS Program and Head of the Computer Science Department at Concordia College Johar Town Campus Lahore. His academic journey is marked by a commitment to excellence and continuous learning. His research expertise lies in Deep Learning and Artificial Intelligence, with several notable publications contributing to these advanced fields. His experience encompasses various facets of computer science education, including curriculum development, student mentorship, and industry collaboration. https:\/\/orcid.org\/0009-0008-2084-3052 \u00a0 SEJUTI SARKER TINNY Ms. Sejuti Sarker Tinny is a high school graduate student with an insatiable curiosity for the world of Data Science. Despite her young age, she has already delved deep into the realms of statistics, programming and machine learning,\u00a0 fueled by a passion for unravelling the mysteries hidden within vast datasets. Tinny&#8217;s journey into data science began with a simple fascination for numbers, which quickly evolved into a fervent desire to understand the stories they tell. With a keen eye for detail and a knack for problem solving, she has embarked on numerous data analysis projects,\u00a0 exploring diverse topics ranging from environmental trends to socioeconomic patterns.\u00a0 Tinny&#8217;s writing reflects her dedication to demystifying complex concepts and making them accessible to readers of all backgrounds. Through her contributions to this book, she hopes to inspire fellow students to embark on their adventures in the captivating world of data science. \u00a0https:\/\/orcid.org\/0009-0003-0834-5302\u00a0 PIYUSH RANJAN I am Piyush Ranjan, an IEEE Vice Chair (AES Chapter) with a passion for writing and reviewing scholarly articles across various forums. With 18 years of industry expertise, I currently hold the position of Assistant Vice President at a reputable firm in the USA. As an Assistant Vice President, I leverage extensive design experience and a successful track record in the technology industry, particularly in AI and digital transformation initiatives. I excel in fostering teamwork, aligning project goals with business objectives, and managing cross-functional collaborations with architects and product owners. My problem-solving approach emphasizes setting clear priorities, removing impediments, and nurturing a collaborative work environment. Additionally, my experience in AI and digital transformation enables me to drive innovative solutions and enhance operational efficiencies within the organization. https:\/\/orcid.org\/0009-0005-8238-7855 VARUN SHAH Mr. Varun Shah, based in San Francisco, California, is a seasoned Software Development Manager renowned for his transformative leadership across esteemed organizations. With a proven track record at Amazon Service LLC, Service Now, Sony PlayStation, and Medimpact Healthcare Systems, Varun has spearheaded groundbreaking initiatives, including the launch of life-safety applications for Amazon&#8217;s global operations, premium services for Service Now Vault, and scalable payment methods for Sony PlayStation. His strategic restructuring has consistently optimized development processes, resulting in substantial cost savings and compliance achievements. Varun&#8217;s dedication to mentorship and innovation has not only elevated his teams but has also propelled him as a respected figure in the technology and healthcare sectors. With a Bachelor of Engineering degree in Information Technology and expertise spanning Java, AWS, Agile methodologies, and more, Varun continues to drive impact and foster talent within his spheres of influence. ABOUT BOOK \/ ABSTRACT \u00a0&#8220;Deep Learning: Unraveling the Secrets of Neural Networks&#8221; is a comprehensive guide designed for both beginners and advanced learners eager to delve into the world of deep learning. This meticulously structured book takes readers on a journey through the fundamentals, intricacies, and advanced concepts of neural networks, making it an indispensable resource for anyone looking to understand or enhance their knowledge in this field. \u00a0 Starting with Chapter 1, the book introduces deep learning by defining its core concepts and tracing its historical evolution. It distinguishes between machine learning and deep learning, highlighting their unique attributes. Key terminologies and concepts are elucidated, providing a solid foundation for readers. The chapter also explores the diverse applications of deep learning across industries, the challenges faced, the tools and frameworks available, and the future directions the field might take. \u00a0 In Chapter 2, readers are introduced to the basics of neural networks. This chapter covers the structure and function of neural networks, including activation functions, feedforward and backpropagation mechanisms, and loss functions. It also discusses various types of neural networks and the metrics used for training and evaluation, culminating in a practical example of building a simple neural network. \u00a0 Chapter 3 delves into Convolutional Neural Networks (CNNs), which are pivotal in image processing tasks. The chapter explains the components of CNNs, such as convolutional layers, pooling layers, and fully connected layers. It discusses different CNN architectures, transfer learning techniques, and advanced methods, offering readers a deep dive into CNNs&#8217; capabilities. \u00a0 Recurrent Neural Networks (RNNs) are the focus of Chapter 4. This chapter covers the basics of RNNs, sequence modeling, and various types of RNNs, including LSTM and GRU. It also discusses the applications of RNNs, the challenges in training them, advanced architectures, and practical implementations, such as time series forecasting. \u00a0 Chapter 5 explores Generative Adversarial Networks (GANs), detailing their architecture, training methods, and applications. The chapter also covers variants of GANs and the challenges associated with their training, supported by a case study on image generation and insights into the future of GANs. \u00a0 Chapter 6 introduces Deep Reinforcement Learning, covering key concepts, methodologies, and case studies, such as game<\/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-10322","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/10322","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=10322"}],"version-history":[{"count":46,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/10322\/revisions"}],"predecessor-version":[{"id":10997,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/10322\/revisions\/10997"}],"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=10322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}