{"id":530,"date":"2026-11-02T13:08:03","date_gmt":"2026-11-02T13:08:03","guid":{"rendered":"https:\/\/waqaswattoo.com\/?page_id=530"},"modified":"2026-11-03T06:47:21","modified_gmt":"2026-11-03T06:47:21","slug":"generative-ai","status":"publish","type":"page","link":"https:\/\/waqaswattoo.com\/?page_id=530","title":{"rendered":"Generative AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"530\" class=\"elementor elementor-530\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68d65de e-flex e-con-boxed e-con e-parent\" data-id=\"68d65de\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ead2a37 e-con-full e-flex e-con e-child\" data-id=\"ead2a37\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce204e9 elementor-widget elementor-widget-text-editor\" data-id=\"ce204e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tCourse Resources\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9814c65 elementor-widget elementor-widget-heading\" data-id=\"9814c65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Generative AI<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d1f87f elementor-widget elementor-widget-text-editor\" data-id=\"8d1f87f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><b>Welcome, students!<\/b> This page is your one place for lecture notes, assignments and study material for the Generative AI course. Download the files module by module and prepare before class.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b7c5f7 elementor-widget elementor-widget-text-editor\" data-id=\"1b7c5f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Instructor: <b>Muhammad Waqas Tahir<\/b>, Lecturer, The Superior University, Faisalabad Campus<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb7e1f5 e-flex e-con-boxed e-con e-parent\" data-id=\"cb7e1f5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d9e74ae e-con-full e-flex e-con e-child\" data-id=\"d9e74ae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fca80fc elementor-widget elementor-widget-text-editor\" data-id=\"fca80fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tAbout the course\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eafe99d elementor-widget elementor-widget-heading\" data-id=\"eafe99d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What you will study<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d60100f elementor-widget elementor-widget-text-editor\" data-id=\"d60100f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Generative AI is the branch of artificial intelligence that creates new text, images, code and more from simple instructions called prompts. In this course we study how these tools work, how to use them effectively, and how to use them responsibly in our studies and future careers.<\/p><p>Each module has its own lecture notes and, where applicable, an assignment. New modules are added to the table below as the course progresses.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f65063 e-flex e-con-boxed e-con e-parent\" data-id=\"4f65063\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-023c2eb e-con-full e-flex e-con e-child\" data-id=\"023c2eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1413e07 elementor-widget elementor-widget-text-editor\" data-id=\"1413e07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tStudy material\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0913b96 elementor-widget elementor-widget-heading\" data-id=\"0913b96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Course Modules and Notes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-413de9b elementor-widget elementor-widget-text-editor\" data-id=\"413de9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Download the lecture notes and assignment for each module as PDF.<\/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-6226886 elementor-widget elementor-widget-shortcode\" data-id=\"6226886\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><style>.gai-wrap{overflow-x:auto}.gai-table{width:100%;border-collapse:separate;border-spacing:0;font-family:Inter,sans-serif;background:#fff;border-radius:18px;overflow:hidden;box-shadow:0 14px 40px -14px rgba(15,42,71,.28);border:1px solid var(--theme-palette-color-5)}.gai-table th{background:var(--theme-palette-color-1);color:#fff;text-align:left;padding:18px 22px;font-family:Poppins,sans-serif;font-size:15px;letter-spacing:.3px;font-weight:600}.gai-table td{padding:24px 22px;vertical-align:top;border-top:1px solid var(--theme-palette-color-5);color:var(--theme-palette-color-3);font-size:15.5px;line-height:1.65}.gai-table tr:nth-child(even) td{background:var(--theme-palette-color-7)}.gai-topic{font-family:Poppins,sans-serif;font-weight:700;font-size:18px;color:var(--theme-palette-color-1);line-height:1.3}.gai-mod{display:inline-block;margin-bottom:8px;font-size:12px;font-weight:700;letter-spacing:2px;text-transform:uppercase;color:#8A6A12}.gai-desc{margin:0 0 10px}.gai-table ul{margin:0;padding-left:18px}.gai-table li{margin-bottom:5px}.gai-dl{display:flex;flex-direction:column;gap:10px}.gai-btn{display:inline-flex;align-items:center;gap:8px;padding:11px 18px;border-radius:50px;font-family:Poppins,sans-serif;font-size:14px;font-weight:600;text-decoration:none;white-space:nowrap;transition:.2s}.gai-btn.primary{background:var(--theme-palette-color-1);color:#fff}.gai-btn.primary:hover{background:var(--theme-palette-color-2);color:var(--theme-palette-color-1)}.gai-btn.ghost{border:2px solid var(--theme-palette-color-1);color:var(--theme-palette-color-1)}.gai-btn.ghost:hover{background:var(--theme-palette-color-1);color:#fff}.gai-soon{display:inline-block;padding:8px 16px;border-radius:50px;background:var(--theme-palette-color-5);color:var(--theme-palette-color-3);font-size:13px;font-weight:600}@media(max-width:768px){.gai-table thead{display:none}.gai-table,.gai-table tbody,.gai-table tr,.gai-table td{display:block;width:100%}.gai-table td{border-top:0;padding:10px 20px}.gai-table tr{border-top:1px solid var(--theme-palette-color-5);padding:14px 0}.gai-table tr:first-child{border-top:0}.gai-table td:before{content:attr(data-label);display:block;font-size:12px;font-weight:700;letter-spacing:1.5px;text-transform:uppercase;color:#8A6A12;margin-bottom:6px}.gai-table tr:nth-child(even) td{background:#fff}}<\/style><div class=\"gai-wrap\"><table class=\"gai-table\"><thead><tr><th style=\"width:24%\">Topic Name<\/th><th>Module Highlights<\/th><th style=\"width:26%\">Notes for Students<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Topic Name\"><span class=\"gai-mod\">Module 1<\/span><div class=\"gai-topic\">Prompt Engineering<\/div><\/td><td data-label=\"Module Highlights\"><ul><li>What a prompt is and why it matters<\/li><li>How LLMs respond: tokens, context window, hallucination<\/li><li>The five-part prompt framework<\/li><li>Zero-shot, few-shot and chain-of-thought prompting<\/li><li>Limitations and responsible use of AI<\/li><\/ul><\/td><td data-label=\"Notes for Students\"><div class=\"gai-dl\"><a class=\"gai-btn primary\" href=\"https:\/\/waqaswattoo.com\/wp-content\/uploads\/2026\/11\/prompt-engineering-lecture-notes.pdf\" target=\"_blank\" rel=\"noopener\">&#128196; Lecture Notes (PDF)<\/a><a class=\"gai-btn ghost\" href=\"https:\/\/waqaswattoo.com\/wp-content\/uploads\/2026\/11\/prompt-engineering-assignment.pdf\" target=\"_blank\" rel=\"noopener\">&#128221; Assignment (PDF)<\/a><\/div><\/td><\/tr><tr><td data-label=\"Topic Name\"><span class=\"gai-mod\">Module 2<\/span><div class=\"gai-topic\">Assignment 1<\/div><\/td><td data-label=\"Module Highlights\"><p class=\"gai-desc\">Read the assignment<\/p><\/td><td data-label=\"Notes for Students\"><div class=\"gai-dl\"><a class=\"gai-btn ghost\" href=\"https:\/\/waqaswattoo.com\/wp-content\/uploads\/2026\/11\/Assignment_AI_Newsroom_10_Marks.pdf\" target=\"_blank\" rel=\"noopener\">&#128221; Assignment (PDF)<\/a><\/div><\/td><\/tr><\/tbody><\/table><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-99e44e5 e-flex e-con-boxed e-con e-parent\" data-id=\"99e44e5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-875c79b e-con-full e-flex e-con e-child\" data-id=\"875c79b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6db1a09 elementor-widget elementor-widget-heading\" data-id=\"6db1a09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Have a question about a module or assignment?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e2cb1a elementor-widget elementor-widget-text-editor\" data-id=\"2e2cb1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Message me on WhatsApp and I will guide you.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d76c4df elementor-widget elementor-widget-button\" data-id=\"d76c4df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link 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