{"id":6278,"date":"2023-12-11T10:26:06","date_gmt":"2023-12-11T10:26:06","guid":{"rendered":"https:\/\/amkcorp.in\/?page_id=6278"},"modified":"2025-03-01T04:21:15","modified_gmt":"2025-03-01T04:21:15","slug":"machine-learning","status":"publish","type":"page","link":"https:\/\/amkcorp.in\/index.php\/books\/machine-learning\/","title":{"rendered":"MACHINE LEARNING"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"6278\" class=\"elementor elementor-6278\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6212be01 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=\"6212be01\" 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-d911f47\" data-id=\"d911f47\" 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-124b68ac elementor-widget elementor-widget-image\" data-id=\"124b68ac\" 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-35a798b2\" data-id=\"35a798b2\" 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-2d8352eb 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=\"2d8352eb\" 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-1-2d8352eb\" 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-2-2d8352eb\" 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-dbe436f 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=\"dbe436f\" 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-8380add\" data-id=\"8380add\" 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-72ec79b elementor-widget elementor-widget-spacer\" data-id=\"72ec79b\" 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-5f8dce32 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=\"5f8dce32\" 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-588f2dcf\" data-id=\"588f2dcf\" 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-24051d0f elementor-widget elementor-widget-image\" data-id=\"24051d0f\" 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=\"2560\" height=\"1637\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/ML-12x18-1-scaled.jpg\" class=\"attachment-full size-full wp-image-6747\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/ML-12x18-1-scaled.jpg 2560w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/ML-12x18-1-300x192.jpg 300w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/ML-12x18-1-1024x655.jpg 1024w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/ML-12x18-1-768x491.jpg 768w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/ML-12x18-1-1536x982.jpg 1536w, https:\/\/amkcorp.in\/wp-content\/uploads\/2024\/01\/ML-12x18-1-2048x1309.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\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-a464815 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=\"a464815\" 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-2985bac9\" data-id=\"2985bac9\" 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-bf57d9a elementor-widget elementor-widget-image\" data-id=\"bf57d9a\" 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\/2023\/12\/978-81-966743-8-0.gif\" class=\"attachment-large size-large wp-image-6299\" 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-68412c07\" data-id=\"68412c07\" 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-bceaf45 elementor-widget elementor-widget-image\" data-id=\"bceaf45\" 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\/2023\/12\/978-81-966743-5-9.gif\" class=\"attachment-large size-large wp-image-6298\" 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-1e2d3e6c\" data-id=\"1e2d3e6c\" 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-1df95184\" data-id=\"1df95184\" 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-398ebe64 elementor-widget elementor-widget-heading\" data-id=\"398ebe64\" 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 300.00<\/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-1dab595f\" data-id=\"1dab595f\" 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-3ac8722d elementor-widget elementor-widget-heading\" data-id=\"3ac8722d\" 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\">$ 60.00<\/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-1e05826e\" data-id=\"1e05826e\" 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-1137828a elementor-widget-laptop__width-initial elementor-widget elementor-widget-heading\" data-id=\"1137828a\" 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\/machine-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-b28a0a8\" data-id=\"b28a0a8\" 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-b4d265c elementor-widget-laptop__width-initial elementor-widget elementor-widget-heading\" data-id=\"b4d265c\" 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\/machine-learning\/\" target=\"_blank\">ORDER EBOOK<\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1be683b6 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=\"1be683b6\" 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-2cf4cf27\" data-id=\"2cf4cf27\" 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-436f45de elementor-widget elementor-widget-image\" data-id=\"436f45de\" 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%2Fisbn.978-81-966743-8-0.AMKEDTB122304&#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-545d7546\" data-id=\"545d7546\" 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-554682a3\" data-id=\"554682a3\" 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-7a203c11\" data-id=\"7a203c11\" 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-fcba11b\" data-id=\"fcba11b\" 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-3e8ae1a0\" data-id=\"3e8ae1a0\" 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-5073cfaa\" data-id=\"5073cfaa\" 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-46b31372 elementor-widget elementor-widget-heading\" data-id=\"46b31372\" 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\">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-55954c60 elementor-widget elementor-widget-heading\" data-id=\"55954c60\" 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-353594b0 elementor-widget-laptop__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"353594b0\" 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>VAIBHAV PATEL, ANURAG SHRIVASTAVA, SANTOSH NAGAR, NITESH GUPTA<\/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-918dc6b elementor-widget-laptop__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"918dc6b\" 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\/isbn.978-81-966743-8-0.AMKEDTB122304<\/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-69a197ed elementor-widget elementor-widget-text-editor\" data-id=\"69a197ed\" 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; MACHINE LEARNING [CS-601]<\/p><p>Scope &#8211; RGPV Syllabus<\/p><p>Book code &#8211; AMKEDTB122304\u00a0 \u00a0 pgs: 180<\/p><p>ISBN(P) &#8211; 978-81-966743-5-9<\/p><p>ISBN(E) &#8211; 978-81-966743-8-0<\/p><p>Published &#8211; 10-12-2023<\/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-61aefb0f 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=\"61aefb0f\" 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-3795ad43\" data-id=\"3795ad43\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ffe1c0d 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=\"ffe1c0d\" 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-2994aa76\" data-id=\"2994aa76\" 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-900597d elementor-widget-laptop__width-initial elementor-widget elementor-widget-image\" data-id=\"900597d\" 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:\/\/amkcorp.in\/wp-content\/uploads\/books\/toc\/Python%20AI%20ML%20Index.pdf\" target=\"_blank\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"196\" height=\"74\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/11\/PDFdownloadmono.jpeg\" class=\"attachment-large size-large wp-image-5640\" 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-261ce8a4\" data-id=\"261ce8a4\" 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-579923a5 elementor-widget elementor-widget-heading\" data-id=\"579923a5\" 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\">Table of Contents <\/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-16 elementor-inner-column elementor-element elementor-element-7ada910a\" data-id=\"7ada910a\" 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-5ef19046\" data-id=\"5ef19046\" 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-5f52888\" data-id=\"5f52888\" 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-41545f4d\" data-id=\"41545f4d\" 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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4f495b5d 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=\"4f495b5d\" 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-2918c085\" data-id=\"2918c085\" 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-37f3e518 elementor-widget elementor-widget-heading\" data-id=\"37f3e518\" 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-1232fdcd 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=\"1232fdcd\" 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-2c7a6503\" data-id=\"2c7a6503\" 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-2b89be46 elementor-widget elementor-widget-image\" data-id=\"2b89be46\" 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=\"256\" height=\"281\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-1.png\" class=\"attachment-medium size-medium wp-image-6306\" 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-66 elementor-top-column elementor-element elementor-element-158bc415\" data-id=\"158bc415\" 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-7a75336e elementor-widget elementor-widget-heading\" data-id=\"7a75336e\" 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\">VAIBHAV PATEL<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ff1f6a9 elementor-widget elementor-widget-text-editor\" data-id=\"3ff1f6a9\" 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>Vaibhav Patel is an accomplished Assistant Professor in the Department of Computer Science Engineering, with extensive research experience and notable achievements in his field. He has a strong academic background, persuing his Phd from RGPV Bhopal, holding a Master of Technology (MTech) degree in CSE and Bachelor of Engineering (BE) in Information Technology from RGPV Bhopal.<\/strong><\/p><p><strong>Vaibhav Patel has a diverse range of experience in the field of education, training and research. He served as an Assistant Professor at NRI Institute of Information Science and Technology (NIIST) Bhopal. His roles include teaching undergraduate and post graduate courses and active involvement in various educational activities. He also serves as the Institute Innovation Coordinator of the Institution\u2019s Innovation Council (IIC) Startup, emphasizing his dedication to fostering innovation and entrepreneurship additionally.\u00a0 Vaibhav Patel worked as a research fellow in National Institute of Technical Teacher\u2019s Training and Research Bhopal on research &#8220;Impact of Accreditation on Performance of student and Faculty.&#8221; <\/strong><\/p><p><strong>With a passion for research, He has published numerous research papers in prestigious national and international journals. His research interests include data mining, machine learning, natural language processing, IoT, and Artificial Intelligence showcasing a dynamic and inquisitive approach to exploring emerging technologies and knowledge advancement. His academic achievements are complemented by his active participation in professional organizations. He is working as Subject Matter Expert and associated with various organizations. He is a member of ACM Chapter, Asia Society of Researchers (ASR). He is actively participates in Seminars, Workshops, and Faculty Development Programs (FDPs), reflecting his commitment to continuous learning and professional growth<\/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-bc6dcd4 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=\"bc6dcd4\" 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-b3617e1\" data-id=\"b3617e1\" 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-43d23e9 elementor-widget elementor-widget-image\" data-id=\"43d23e9\" 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=\"206\" height=\"222\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-31.png\" class=\"attachment-medium size-medium wp-image-6309\" 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-66 elementor-top-column elementor-element elementor-element-86949ce\" data-id=\"86949ce\" 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-b2ad40e elementor-widget elementor-widget-heading\" data-id=\"b2ad40e\" 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\">ANURAG SHRIVASTAVA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-431206e elementor-widget elementor-widget-text-editor\" data-id=\"431206e\" 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>Prof. Anurag Shrivastava is a distinguished author and expert in the field of Computer Science and Engineering, specializing in various aspects of the discipline, including Data mining and warehousing, Machine Learning, Artificial Intelligence Database Management Systems (DBMS), Data Structures, Cloud Computing and Operating Systems etc. With a passion for research and education, he has made significant contributions to the advancement of technology and has inspired countless students and professionals in the field of Computer Science and Engineering, Information Technology and Mathematics. Prof. Shrivastava holds three post graduate degrees M.Tech. MCA and M.Sc. Mathematics from a prestigious institution of India, where he conducted groundbreaking research in the field of data mining and database management systems. His research area are Machine Learning, Data Mining, Artificial Intelligence, Expert System, Soft Computing, Cloud Computing, Numerical Integration and Computer Networks. He had attended numerous seminar, national and International conferences, webinars and faculty development programs. <\/strong><\/p><p><strong>\u00a0<\/strong><strong>Prof. A. Shrivastava has a long and illustrious academic career. He is currently a tenured associate professor at a leading engineering college, where he serves as the head of the Computer Science and engineering department, Coordinator, Internal Quality Assurance Cell, Vice president of Institute Innovation Council in NRI Institute of Information Science and Technology. He had more than 22 years of rich experience in academics. He is known for his engaging teaching style and has mentored numerous graduate and post graduate students of various institutes, many of whom have gone on to make notable contributions to the field. <\/strong><\/p><p><strong>Anurag Shrivastava has authored of numerous research papers and a book on Database management system. He is working as subject matter expert as a freelancer and associated with various organization. He is a professional members of Association for Computing Machinery (ACM) and also a member of Asia Society of Researchers (ASR).<\/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-02eea64 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=\"02eea64\" 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-00b954c\" data-id=\"00b954c\" 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-abe88b5 elementor-widget elementor-widget-image\" data-id=\"abe88b5\" 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=\"232\" height=\"300\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-1-232x300.jpeg\" class=\"attachment-medium size-medium wp-image-6305\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-1-232x300.jpeg 232w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-1-791x1024.jpeg 791w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-1-768x994.jpeg 768w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-1.jpeg 867w\" sizes=\"(max-width: 232px) 100vw, 232px\" \/>\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-4c0cfdc\" data-id=\"4c0cfdc\" 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-8d6f4ad elementor-widget elementor-widget-heading\" data-id=\"8d6f4ad\" 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\">SANTOSH NAGAR<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b26d24e elementor-widget elementor-widget-text-editor\" data-id=\"b26d24e\" 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>Prof. Santosh Nagar is a renowned personality in the field of academics; He has working in teaching and research field in past various years. He hold a Master\u2019s degree in Computer Science and Engineering, and numerous certification in various emerging topics in the field Computer Science, He is serving with department of Computer Science and Engineering, NRI Institute of Information Science and Technology, Bhopal, M.P., India. Prof. Nagar is associated with various researcher groups and societies likewise, Association for Computing Machinery and Asia Society of Researcher. His areas of expertise are Machine Learning, <\/strong><strong>Soft Computing, Artificial Intelligence, Computer Networks, Embedded System and many more. <\/strong><\/p><p><strong>\u00a0<\/strong><strong>Prof S. Nagar has published numerous research papers in prestigious national and international journals seminars and conferences. His passion for and dedication to computer science and engineering continue to be the driving forces in his career development. He is working as a member of internal quality assurance cell and the member of Institute Innovation Council and member of various reviews committees. He is an excellent motivator, teacher, evaluator and a researcher.<\/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-83c2858 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=\"83c2858\" 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-8d8f528\" data-id=\"8d8f528\" 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-6cede0c elementor-widget elementor-widget-image\" data-id=\"6cede0c\" 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=\"283\" src=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-21-300x283.png\" class=\"attachment-medium size-medium wp-image-6308\" alt=\"\" srcset=\"https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-21-300x283.png 300w, https:\/\/amkcorp.in\/wp-content\/uploads\/2023\/12\/Auth1-21.png 307w\" 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-1e5eb1f\" data-id=\"1e5eb1f\" 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-10f664c elementor-widget elementor-widget-heading\" data-id=\"10f664c\" 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\">NITESH GUPTA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa563be elementor-widget elementor-widget-text-editor\" data-id=\"fa563be\" 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>Nitesh Gupta, He is working as an assistant professor in the department of computer science and engineering, NRI institute of information science and technology. He is pursuing a PhD. In computer science and engineering and holds BTECH and MTECH in computer science and engineering he has almost 16 years of professional teaching experience. He has around 10 research papers published in reputed international journals and organized and presented research papers in two international conferences. His research interests focus on image processing, security analytics, and network security. He has worked extensively in the intersection of databases and artificial intelligence.<\/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-a4bc386 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=\"a4bc386\" 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-5f06ac07\" data-id=\"5f06ac07\" 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-791c0d0d elementor-widget elementor-widget-heading\" data-id=\"791c0d0d\" 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-66d065f7 elementor-widget elementor-widget-text-editor\" data-id=\"66d065f7\" 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>With a background steeped in the sciences of probability, statistics, and linear algebra, I embarked on a journey to unveil the nuanced world of machine learning. This book serves as a comprehensive guide, systematically navigating through fundamental concepts like regression, convex optimization, and data preprocessing before delving into the heart of machine learning models and supervised\/unsupervised learning paradigms.<\/p><p>Unit-II explores the dynamic interplay between linearity and non-linearity, introducing readers to activation functions, weights and bias, gradient descent, and the intricacies of neural network architectures. It addresses challenges like the unstable gradient problem and presents advanced topics such as autoencoders, batch normalization, and hyperparameter tuning.<\/p><p>Unit-III and Unit-IV delve into the sophisticated realms of Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs), unraveling the mysteries of image and sequence processing. From inception networks to transfer learning, and from long short-term memory to reinforcement learning, this journey spans the entire spectrum of contemporary machine learning.<\/p><p>Unit-V extends the exploration to Support Vector Machines, Bayesian learning, and real-world applications in computer vision, speech processing, and natural language processing. The book culminates in a compelling case study of the ImageNet Competition, providing a tangible application of the principles discussed.<\/p><p>This book is more than just a compilation of chapters; it&#8217;s a roadmap crafted with the intent to empower enthusiasts and professionals alike. Whether you&#8217;re a newcomer seeking an introduction to machine learning or an expert aiming to refine your skills, this book invites you to embark on a journey through the layers of algorithms and models that define the cutting edge of artificial intelligence.<\/p><p>Thank you for joining me in this exploration of Machine Learning. May the insights gained from these pages inspire curiosity and foster a deeper understanding of the captivating world of intelligent systems.<\/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-f5a4b97 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=\"f5a4b97\" 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-dcad002\" data-id=\"dcad002\" 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-768158b elementor-widget elementor-widget-heading\" data-id=\"768158b\" 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\">EDITOR(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-16c370c6 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=\"16c370c6\" 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-79cb8306\" data-id=\"79cb8306\" 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-66 elementor-top-column elementor-element elementor-element-963d44c\" data-id=\"963d44c\" 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-55c83a87 elementor-widget elementor-widget-heading\" data-id=\"55c83a87\" 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\">Mr. PAVAN NUTALAPATI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ececb4f elementor-widget elementor-widget-text-editor\" data-id=\"7ececb4f\" 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. Pavan Nutalapati is a Project Lead at Oracle, where he leverages his expertise in Distributed Systems, Cybersecurity,\u00a0 Cloud architecture, and Disaster Management primarily within the fintech and public sector. With over 15 years of experience, Pavan plays a pivotal role in developing and implementing secure and scalable cloud solutions for financial technology applications.<\/strong><\/p><p><strong>At Oracle, Pavan focuses on designing and Developing robust security frameworks that protect sensitive financial data and ensure compliance with industry regulations. His work includes the implementation of encryption protocols, secure access controls, and continuous monitoring systems that have reduced security breaches by 35% in the past year. Additionally, Pavan has been instrumental in optimizing cloud infrastructure, leading initiatives that have increased system efficiency by 40% while reducing operational costs by 25%.<\/strong><\/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-ada3db2 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=\"ada3db2\" 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-fbdf28a\" data-id=\"fbdf28a\" 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-66 elementor-top-column elementor-element elementor-element-d2aff9d\" data-id=\"d2aff9d\" 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-ba96df5 elementor-widget elementor-widget-heading\" data-id=\"ba96df5\" 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. MANISH AGRAWAL<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7692063 elementor-widget elementor-widget-text-editor\" data-id=\"7692063\" 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. Manish Agrawal (Ph.D., CSE, RGPV, India) serves as an Assistant Professor in the Computer Science and Engineering Department at Technocrats Institute of Technology (Excellence), Bhopal, MP. A respected figure in academia, Dr. Agrawal is dedicated to cultivating a vibrant learning environment for students. Beyond his teaching role, he is the visionary founder of pyqonline.com, India&#8217;s largest web portal for old question papers, revolutionizing exam preparation. Driven by a passion for advancing knowledge, his research interests in Computer Science and Engineering contribute to both the academic community and the broader technological landscape. Dr. Agrawal&#8217;s multifaceted contributions underscore his commitment to student growth and the continual evolution\u00a0of\u00a0education.<\/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-7961e7c6 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=\"7961e7c6\" 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-7e27162f\" data-id=\"7e27162f\" 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-125703e0 elementor-widget elementor-widget-heading\" data-id=\"125703e0\" 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\">REFERENCES<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a70720d elementor-widget elementor-widget-text-editor\" data-id=\"a70720d\" 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<ul><li>Amodei, D., Olah, C., Steinhardt, J., Christiano, P., Schulman, J., and Man\u00e9, D. (2016). Concrete Problems in AI Safety. Manuscript. <a href=\"https:\/\/arxiv.org\/abs\/2303.03378\">https:\/\/arxiv.org\/abs\/2303.03378<\/a>.<\/li><li>Bubeck, S., Chandrasekaran, V., Eldan, R., Gehrke, J., Horvitz, E., Kamar, E., Lee, P., Lee Y. T., Li, Y., Lundberg, S., Nori, H., Palangi, H., Ribeiro, M. T., and Zhang, Y. (2023). Sparks of Artificial General Intelligence: Early Experiments With GPT-4. Manuscript.<\/li><li>Chen, L., Lu, K., Rajeswaran, A., Lee, K., Grover, A., Laskin, M., Abbeel, P., Srinivas, A., and Mordatch, I. (2021). Decision Transformer: Reinforcement Learning Via Sequence Modeling. NeurIPS 2021.<\/li><li>Christiano, P. F., Leike, J., Brown, T. B., Martic, M., Legg, S., &amp; Amodei, D. (2017). Deep Reinforcement Learning from Human Preferences. NeurIPS 2017.<\/li><li>Priya Ahirwar et.al. \u201cFake News Detection Using Machine learning Technique : A Review.\u201d International Research Journal of Engineering &amp; Applied Sciences (IRJEAS). 11(4), pp. 01-07, 2023. <a href=\"https:\/\/doi.org\/10.55083\/irjeas.2023.v11i04001\">https:\/\/doi.org\/10.55083\/irjeas.2023.v11i04001<\/a>.<\/li><li>Langosco, L., Koch, J., Sharkey, L., Pfau, J., and Krueger, D. (2022). Goal Misgeneralization in Deep Reinforcement Learning. Proceedings of the 39th International Conference on Machine Learning, 12004-12019.<\/li><li>Poonam Parihar et.al. \u201cA Review on Age and Gender Recognition using Deep learning Techniques.\u201d International Research Journal of Engineering &amp; Applied Sciences (IRJEAS). 11(4), pp. 08-12, 2023. <a href=\"https:\/\/doi.org\/10.55083\/irjeas.2023.v11i04002\">https:\/\/doi.org\/10.55083\/irjeas.2023.v11i04002<\/a>.<\/li><li>Krakovna, V., Uesato, J., Mikulik, V., Rahtz, M., Everitt, T., Kumar, R., Kenton, Z., Leike, J., and Legg, S. (2020). Specification Gaming: The Flip Side of AI Ingenuity. Blog Post. <a href=\"https:\/\/www.deepmind.com\/blog\/specification-gaming-the-flip-side-of-ai-ingenuity\">https:\/\/www.deepmind.com\/blog\/specification-gaming-the-flip-side-of-ai-ingenuity<\/a>.<\/li><li>Langosco, L., Koch, J., Sharkey, L., Pfau, J., and Krueger, D. (2022). Goal Misgeneralization in Deep Reinforcement Learning. Proceedings of the 39th International Conference on Machine Learning, 12004-12019.<\/li><li>Swasti Goyal, Tanya Sharma, Anuj Kumar. A Review on Breast Cancer Prediction Using Machine Learning. International Research Journal of Engineering &amp; Applied Sciences (IRJEAS). 10(4), pp. 01-07, 2022. <a href=\"https:\/\/doi.org\/10.55083\/irjeas.2022.v10i04001\">https:\/\/doi.org\/10.55083\/irjeas.2022.v10i04001<\/a>.<\/li><li>Manish Kumar Sharma et.al. Machine Learning Based Customer Churn Prediction Using Improved Feature Selection Techniques. International Research Journal of Engineering &amp; Applied Sciences (IRJEAS). 11(4), pp. 26-36, 2023. <a href=\"https:\/\/doi.org\/10.55083\/irjeas.2023.v11i04005\">https:\/\/doi.org\/10.55083\/irjeas.2023.v11i04005<\/a>.<\/li><li>Doshi-Velez, F., Kortz, M., Budish, R., Bavitz, C., Gershman, S., O&#8217;Brien, D., Scott, K., Schieber, S., Waldo, J., Weinberger, D., Weller, A., and Wood, A. (2017). Accountability of AI under the Law: The Role of Explanation. Manuscript. <a href=\"https:\/\/arxiv.org\/abs\/1711.01134\">https:\/\/arxiv.org\/abs\/1711.01134<\/a>.<\/li><li>Ankit Pandey. A Detailed Perspective on Artificial Blood. International Research Journal of Engineering &amp; Applied Sciences (IRJEAS). 11(3), pp. 27-32, 2023. <a href=\"https:\/\/doi.org\/10.55083\/irjeas.2023.v11i03008\">https:\/\/doi.org\/10.55083\/irjeas.2023.v11i03008<\/a>.<\/li><li>Glanois, C., Weng, P., Zimmer, M., Li, D., Yang, T., Hao, J., &amp; Liu, W. (2022). A Survey on Interpretable Reinforcement Learning. Manuscript. <a href=\"https:\/\/arxiv.org\/abs\/2112.13112\">https:\/\/arxiv.org\/abs\/2112.13112<\/a>.<\/li><li>Satish Kumar Yadav, Santosh Kumar. Fault Diagosis of CHB Inverter Using Machine Learning. International Research Journal of Engineering &amp; Applied Sciences (IRJEAS). 10(4), pp. 24-29, 2022. <a href=\"https:\/\/doi.org\/10.55083\/irjeas.2022.v10i04007\">https:\/\/doi.org\/10.55083\/irjeas.2022.v10i04007<\/a>.<\/li><li>Hubinger, E., van Merwijk, C., Mikulik, V., Skalse, J., and Garrabrant, S. (2021). Risks from Learned Optimization in Advanced Machine Learning Systems. Manuscript. <a href=\"https:\/\/arxiv.org\/pdf\/1906.01820.pdf\">https:\/\/arxiv.org\/pdf\/1906.01820.pdf<\/a>.<\/li><li>Krakovna, V., Uesato, J., Mikulik, V., Rahtz, M., Everitt, T., Kumar, R., Kenton, Z., Leike, J., and Legg, S. (2020). Specification Gaming: The Flip Side of AI Ingenuity. Blog Post. <a href=\"https:\/\/www.deepmind.com\/blog\/specification-gaming-the-flip-side-of-ai-ingenuity\">https:\/\/www.deepmind.com\/blog\/specification-gaming-the-flip-side-of-ai-ingenuity<\/a>.<\/li><li>Metz, C. (2016). In Two Moves, AlphaGo and Lee Sedol Redefined the Future. Wired 16 March, 2016. <a href=\"https:\/\/www.wired.com\/2016\/03\/two-moves-alphago-lee-sedol-redefined-future\/\">https:\/\/www.wired.com\/2016\/03\/two-moves-alphago-lee-sedol-redefined-future\/<\/a>.<\/li><li>Abhishek Dixit, Santosh Kumar. Machine Learning Based Efficient Protection Scheme for AC Microgrid. International Research Journal of Engineering &amp; Applied Sciences (IRJEAS). 10(4), pp. 18-23, 2022. <a href=\"https:\/\/doi.org\/10.55083\/irjeas.2022.v10i04009\">https:\/\/doi.org\/10.55083\/irjeas.2022.v10i04009<\/a>.<\/li><li>Ouyang, L., Wu, J., Jiang, X., Almeida, D., Wainwright, C., Mishkin, P., Zhang, C., Agarwal, S., Slama, K., Ray, A., Schulman, J., Hilton, J., Kelton, F., Miller, L., Simens, M., Askell, A., Welinder, P., Christiano, P. F., Leike, J. &amp; Lowe, R. (2022). Training Language Models to Follow Instructions with Human Feedback. NeurIPS 2022.<\/li><li>Priya Parameswarappa. Live Memory Forensic for Windows. International Research Journal of Engineering &amp; Applied Sciences (IRJEAS). 10(4), pp. 08-17, 2022. <a href=\"https:\/\/doi.org\/10.55083\/irjeas.2022.v10i04002\">https:\/\/doi.org\/10.55083\/irjeas.2022.v10i04002<\/a>.<\/li><li>Popov, I., Heess, N., Lillicrap, T., Hafner, R., Barth-Maron, G., Vecerik, M., Lampe, T., Tassa, Y., Erez, T., and Riedmiller, M. (2017). Data-Efficient Deep Reinforcement Learning for Dexterous Manipulation. Manuscript. <a href=\"https:\/\/arxiv.org\/abs\/1704.03073\">https:\/\/arxiv.org\/abs\/1704.03073<\/a>.<\/li><li>Reed, S., Zolna, K., Parisotto, E., Colmenarejo, S. G., Novikov, A., Barth-Maron, G., Gimenez, M., Sulsky, Y., Kay, J., Springenberg, J. T., Eccles, T., Bruce, J., Razavi, A., Edwards, A., Heess, N., Chen, Y., Hadsell, R., Vinyals, O., Bordbar, M., and de Freitas, N. (2022). A Generalist Agent. Manuscript. <a href=\"https:\/\/arxiv.org\/abs\/2205.06175\">https:\/\/arxiv.org\/abs\/2205.06175<\/a>.<\/li><li>Shah, R., Varma, V., Kumar, R., Phuong, M., Krakovna, V., Uesato, J., &amp; Kenton, Z. (2022). Goal Misgeneralization: Why Correct Specifications Aren&#8217;t Enough for Correct Goals. Manuscript. <a href=\"https:\/\/arxiv.org\/abs\/2210.01790\">https:\/\/arxiv.org\/abs\/2210.01790<\/a>.<\/li><li>Turpin, M., Michael, J., Perez, E., &amp; Bowman, S. R. (2023). Language Models Don&#8217;t Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting. Manuscript. <a href=\"https:\/\/arxiv.org\/abs\/2305.04388\">https:\/\/arxiv.org\/abs\/2305.04388<\/a>.<\/li><li>Wang, G., Xie, Y., Jiang, Y., Mandlekar, A., Xiao, C., Zhu, Y., Fan, L., and Anandkumar, A. (2023). VOYAGER: An Open-Ended Embodied Agent with Large Language Models. Manuscript. <a href=\"https:\/\/arxiv.org\/abs\/2305.16291\">https:\/\/arxiv.org\/abs\/2305.16291<\/a>.<\/li><\/ul>\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 300.00 $ 60.00 ORDER PRINT ORDER EBOOK MACHINE LEARNING AUTHOR(S) &#8211; VAIBHAV PATEL, ANURAG SHRIVASTAVA, SANTOSH NAGAR, NITESH GUPTA DOI &#8211; 10.61909\/isbn.978-81-966743-8-0.AMKEDTB122304 Genre\/Subject &#8211; MACHINE LEARNING [CS-601] Scope &#8211; RGPV Syllabus Book code &#8211; AMKEDTB122304\u00a0 \u00a0 pgs: 180 ISBN(P) &#8211; 978-81-966743-5-9 ISBN(E) &#8211; 978-81-966743-8-0 Published &#8211; 10-12-2023 Table of Contents AUTHOR(S) VAIBHAV PATEL Vaibhav Patel is an accomplished Assistant Professor in the Department of Computer Science Engineering, with extensive research experience and notable achievements in his field. He has a strong academic background, persuing his Phd from RGPV Bhopal, holding a Master of Technology (MTech) degree in CSE and Bachelor of Engineering (BE) in Information Technology from RGPV Bhopal. Vaibhav Patel has a diverse range of experience in the field of education, training and research. He served as an Assistant Professor at NRI Institute of Information Science and Technology (NIIST) Bhopal. His roles include teaching undergraduate and post graduate courses and active involvement in various educational activities. He also serves as the Institute Innovation Coordinator of the Institution\u2019s Innovation Council (IIC) Startup, emphasizing his dedication to fostering innovation and entrepreneurship additionally.\u00a0 Vaibhav Patel worked as a research fellow in National Institute of Technical Teacher\u2019s Training and Research Bhopal on research &#8220;Impact of Accreditation on Performance of student and Faculty.&#8221; With a passion for research, He has published numerous research papers in prestigious national and international journals. His research interests include data mining, machine learning, natural language processing, IoT, and Artificial Intelligence showcasing a dynamic and inquisitive approach to exploring emerging technologies and knowledge advancement. His academic achievements are complemented by his active participation in professional organizations. He is working as Subject Matter Expert and associated with various organizations. He is a member of ACM Chapter, Asia Society of Researchers (ASR). He is actively participates in Seminars, Workshops, and Faculty Development Programs (FDPs), reflecting his commitment to continuous learning and professional growth. ANURAG SHRIVASTAVA Prof. Anurag Shrivastava is a distinguished author and expert in the field of Computer Science and Engineering, specializing in various aspects of the discipline, including Data mining and warehousing, Machine Learning, Artificial Intelligence Database Management Systems (DBMS), Data Structures, Cloud Computing and Operating Systems etc. With a passion for research and education, he has made significant contributions to the advancement of technology and has inspired countless students and professionals in the field of Computer Science and Engineering, Information Technology and Mathematics. Prof. Shrivastava holds three post graduate degrees M.Tech. MCA and M.Sc. Mathematics from a prestigious institution of India, where he conducted groundbreaking research in the field of data mining and database management systems. His research area are Machine Learning, Data Mining, Artificial Intelligence, Expert System, Soft Computing, Cloud Computing, Numerical Integration and Computer Networks. He had attended numerous seminar, national and International conferences, webinars and faculty development programs. \u00a0Prof. A. Shrivastava has a long and illustrious academic career. He is currently a tenured associate professor at a leading engineering college, where he serves as the head of the Computer Science and engineering department, Coordinator, Internal Quality Assurance Cell, Vice president of Institute Innovation Council in NRI Institute of Information Science and Technology. He had more than 22 years of rich experience in academics. He is known for his engaging teaching style and has mentored numerous graduate and post graduate students of various institutes, many of whom have gone on to make notable contributions to the field. Anurag Shrivastava has authored of numerous research papers and a book on Database management system. He is working as subject matter expert as a freelancer and associated with various organization. He is a professional members of Association for Computing Machinery (ACM) and also a member of Asia Society of Researchers (ASR). SANTOSH NAGAR Prof. Santosh Nagar is a renowned personality in the field of academics; He has working in teaching and research field in past various years. He hold a Master\u2019s degree in Computer Science and Engineering, and numerous certification in various emerging topics in the field Computer Science, He is serving with department of Computer Science and Engineering, NRI Institute of Information Science and Technology, Bhopal, M.P., India. Prof. Nagar is associated with various researcher groups and societies likewise, Association for Computing Machinery and Asia Society of Researcher. His areas of expertise are Machine Learning, Soft Computing, Artificial Intelligence, Computer Networks, Embedded System and many more. \u00a0Prof S. Nagar has published numerous research papers in prestigious national and international journals seminars and conferences. His passion for and dedication to computer science and engineering continue to be the driving forces in his career development. He is working as a member of internal quality assurance cell and the member of Institute Innovation Council and member of various reviews committees. He is an excellent motivator, teacher, evaluator and a researcher. NITESH GUPTA Nitesh Gupta, He is working as an assistant professor in the department of computer science and engineering, NRI institute of information science and technology. He is pursuing a PhD. In computer science and engineering and holds BTECH and MTECH in computer science and engineering he has almost 16 years of professional teaching experience. He has around 10 research papers published in reputed international journals and organized and presented research papers in two international conferences. His research interests focus on image processing, security analytics, and network security. He has worked extensively in the intersection of databases and artificial intelligence. ABOUT BOOK \/ ABSTRACT With a background steeped in the sciences of probability, statistics, and linear algebra, I embarked on a journey to unveil the nuanced world of machine learning. This book serves as a comprehensive guide, systematically navigating through fundamental concepts like regression, convex optimization, and data preprocessing before delving into the heart of machine learning models and supervised\/unsupervised learning paradigms. Unit-II explores the dynamic interplay between linearity and non-linearity, introducing readers to activation functions, weights and bias, gradient descent, and the intricacies<\/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-6278","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/6278","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=6278"}],"version-history":[{"count":98,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/6278\/revisions"}],"predecessor-version":[{"id":11092,"href":"https:\/\/amkcorp.in\/index.php\/wp-json\/wp\/v2\/pages\/6278\/revisions\/11092"}],"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=6278"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}