{"id":31277,"date":"2024-04-14T07:18:20","date_gmt":"2024-04-14T01:48:20","guid":{"rendered":"https:\/\/tocxten.com\/?page_id=31277"},"modified":"2025-11-01T22:07:44","modified_gmt":"2025-11-01T16:37:44","slug":"principles-of-artificial-intelligence","status":"publish","type":"page","link":"https:\/\/tocxten.com\/index.php\/principles-of-artificial-intelligence\/","title":{"rendered":"Artificial Intelligence"},"content":{"rendered":"\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><strong><a href=\"https:\/\/tocxten.com\/index.php\/ai-for-school-2\/\">AI for School<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><a href=\"https:\/\/tocxten.com\/index.php\/introduction-to-ai-and-applications\/\"><strong>Introduction to AI and Applications<\/strong><\/a><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><strong><a href=\"https:\/\/tocxten.com\/index.php\/artificial-intelligence-interview-questions-and-answers-references\/\">Artificial Intelligence Interview Questions and Answers (References)<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:24px\"><a href=\"https:\/\/tocxten.com\/index.php\/gate-data-science-and-artificial-intelligence\/\"><strong>GATE Data Science and Artificial Intelligence<\/strong><\/a><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/01\/ML_BCSL606.pdf\">Machine Learning (2022 Scheme)<\/a><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/01\/ML_BCS602.pdf\"><strong>Theory Syllabus <\/strong><\/a><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/03\/TB_Question_Bank.pdf\">Chapter wise Question Bank<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/03\/ML_Module1.pdf\">Module1 PPT<\/a><\/strong><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/04\/ML_Module2.1.pdf\"><strong>Module2.1 PPT<\/strong><\/a><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/04\/ML_Module2.2.pdf\">Module2.2 PPT<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/04\/Module3.1PPT.pdf\">Module3.1 PPT<\/a><\/strong><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/04\/Module3.2PPT.pdf\"><strong>Module3.2 PPT<\/strong><\/a><\/li>\n\n\n\n<li>Module3.3 PPT<\/li>\n\n\n\n<li>Module4 PPT<\/li>\n\n\n\n<li>Module5 PPT<\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/01\/ML_BCSL606.pdf\"><strong>Lab Syllabus<\/strong><\/a><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/02\/Machine-Learning-Lab-Manual-22-scheme.pdf\">Lab Manual<\/a><\/strong><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2025\/04\/Question-Bank-for-IA1.pdf\"><strong>IA1 Question Bank<\/strong><\/a> \/ Question Paper<\/li>\n\n\n\n<li>IA2 Question Bank \/ Question Paper<\/li>\n\n\n\n<li><strong>End Sem<\/strong> Question Bank \/ Question Paper<\/li>\n<\/ul>\n\n\n\n<p class=\"has-very-light-gray-to-cyan-bluish-gray-gradient-background has-background\" style=\"font-size:25px\"><strong>ML Web links and Video Lectures (e-Resources)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.universitiespress.com\/resources?id=9789393330697\"><strong>Machine Learning: Theory and Practice<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.drssridhar.com\/?page_id=1053\"><strong>DrsSridhar.com<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.geeksforgeeks.org\/machine-learning\/\"><strong>Machine Learning Tutorials<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.tutorialspoint.com\/machine_learning\/index.htm\"><strong>Machine Learning Tutorials<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.w3schools.com\/python\/python_ml_getting_started.asp\"><strong>Python for Machine Learning<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/onlinecourses.nptel.ac.in\/noc22_cs29\/preview\"><strong>Introduction to Machine Learning<\/strong><\/a><\/li>\n\n\n\n<li>[ <a href=\"https:\/\/tocxten.com\/index.php\/machine-learning-algorithms-2\/\"><strong>ML Algorithms<\/strong><\/a>] Under Construction<\/li>\n<\/ul>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><strong><a href=\"https:\/\/drive.google.com\/drive\/folders\/1gnGkA1Z9Z-txsYJORVT0PGbJla8rHGZe?usp=drive_link\">Artificial Intelligence (2022 Scheme)<\/a><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/10\/AI_Syllabus.pdf\"><strong>Syllabus <\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/10\/AI_Module1_Notes.pdf\"><strong>Module1_Notes<\/strong><\/a>   \/   <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/10\/AI_Module1_PPT.pdf\"><strong>Module1_PPT<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/10\/AI_Module2_Notes.pdf\"><strong>Module2_Notes<\/strong><\/a>  \/    <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/10\/AI_Module2_PPT.pdf\"><strong>Module2_PPT<\/strong><\/a><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/10\/AI_Module3.pdf\">Module3_Notes<\/a>  \/   <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/10\/AI_Module3_PPT.pdf\">Module3_ PPT<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/Module4_Notes-1.pdf\">Module4_Notes<\/a> <\/strong>\/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/Module4_PPT-1.pdf\"><strong>Module4_PPT<\/strong><\/a><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/12\/Module_5Notes.pdf\">Module5_Notes<\/a> \/<\/strong> <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/12\/Module5_PPT-1.pdf\"><strong>Module5_PPT<\/strong><\/a><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/AI-Question-Bank.pdf\">IA1_Question_Bank<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/12\/Test2-AI-Question-Bank.pdf\">IA2_Question_Bank<\/a><\/strong><\/li>\n\n\n\n<li><strong>Question Paper: <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/Ist-IA_QP.pdf\">IA1<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/12\/2nd-IA_QP.pdf\">IA2<\/a> \/  UniversityQP<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:26px\"><strong><a href=\"https:\/\/drive.google.com\/drive\/folders\/1g2-8_y3NQpsfH51KInWjgK_8z_UW14xC?usp=drive_link\">Principles of Artificial Intelligence (2021 Scheme)<\/a><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/PAI.pdf\">Syllabus <\/a><\/strong><\/li>\n\n\n\n<li><strong>Module1: <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/AI_Module1.pdf\">Notes <\/a>  \/  <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/AI_Module1_PPT.pdf\">PPT<\/a>  \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Module1.pdf\">Textbook Contents<\/a><\/strong><\/li>\n\n\n\n<li><strong>Module2: <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/AI_Module2.pdf\">Notes<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/AI_ML_Module2_PPT.pdf\">PPT<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Module2.pdf\">Textbook Contents<\/a> <\/strong><\/li>\n\n\n\n<li><strong>Module3: <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/PAI_Module3.pdf\">Notes<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/AIML-Module3.1PPT.pdf\">PPT1<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/PAI-Module3.2PPT.pdf\">PPT2<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Proof-By-Resolution.pdf\">PPT3<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Module3.pdf\">Textbook Contents<\/a> <\/strong><\/li>\n\n\n\n<li><strong>Module4: <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/PAI_Module4.1.pdf\">Notes1<\/a> \/<a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Module4-1.pdf\">PPT1<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/last4.pdf\">PPT2<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Module4.pdf\">Textbook Contents<\/a> <\/strong><\/li>\n\n\n\n<li><strong>Module5: <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Module5-Notes.pdf\">Notes1<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Module5-1.pdf\">PPT<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Module5.pdf\">Textbook Contents<\/a>  <\/strong><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/PAI-Question-Bank.pdf\">Question Bank<\/a> <\/strong><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/PAI_QUIZ.pdf\"><strong>QUIZ QUESTIONS<\/strong><\/a> <\/li>\n\n\n\n<li><strong>Question Papers: IA1\/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/V-Sem_IA-2_PAI21AI54.pdf\">IA2<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/V-Sem_IA-3_PAI21AI54.pdf\">IA3<\/a> <\/strong><\/li>\n\n\n\n<li><strong><a href=\"https:\/\/tocxten.com\/index.php\/ai-lab-manual\/\">Lab Programs<\/a> <\/strong><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/04\/Stuart-Russell-Peter-Norvig-Artificial-Intelligence.-A-Modern-Approach-Global-Edition-Pearson-2016.pdf\"><strong>Text_Book<\/strong><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/index.php\/references-principles-of-ai\/\"><strong>References<\/strong><\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><strong><a href=\"https:\/\/drive.google.com\/drive\/folders\/1NjaScEdAo2TeSeloX-siCxlp38dFmQ1O?usp=drive_link\">AI and ML (2021 Scheme)<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><strong><a href=\"https:\/\/tocxten.com\/index.php\/realtime-data-visualization-projects-with-python\/\">Data Science and Visualization 2021 Scheme<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><strong>Machine Learning (2017 Scheme)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/Syllabus2017.pdf\">Syllabus<\/a> <\/strong><\/li>\n\n\n\n<li><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/ML-Glossary-.pdf\"><strong>ML Glossary<\/strong><\/a><\/li>\n\n\n\n<li><strong>Module1 : <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/MODULE1-NOTES.pdf\">Notes<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/ML-Module1-Chapter1.pdf\">PPTChapter1<\/a>\/<a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/ML-Module1-Chapter2.pdf\">PPTChapter2<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/QBM1.pdf\">Question Bank<\/a><\/strong><\/li>\n\n\n\n<li><strong>Module2 : Notes \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/ML-Module2.pdf\">PPT<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/QBM2.pdf\">Question Bank<\/a><\/strong><\/li>\n\n\n\n<li><strong>Module3 : <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/MODULE3-NOTES.pdf\">Notes<\/a> \/ PPT \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/QBM3.pdf\">Question Bank<\/a><\/strong><\/li>\n\n\n\n<li><strong>Module4 : <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/Module4-Notes.pdf\">Notes<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/New-Module4.pdf\">PPT<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/QBM4.pdf\">Question Bank<\/a><\/strong><\/li>\n\n\n\n<li><strong>Module5 : <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/Module5-Notes.pdf\">Notes<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/ML-Module5.pdf\">PPT<\/a> \/ <a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/QBM5.pdf\">Question Bank<\/a><\/strong><\/li>\n\n\n\n<li><strong>Question Papers <\/strong>: <strong><a href=\"https:\/\/tocxten.com\/wp-content\/uploads\/2024\/11\/MachineLearningQP_15CS73.pdf\">Previous<\/a><\/strong>\/ <\/li>\n<\/ul>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><strong><a href=\"https:\/\/drive.google.com\/drive\/folders\/1xAvD_ao6myczGumua7u4GJB1OPUC803r?usp=drive_link\">Artificial Intelligence ( 2015 Scheme)  <\/a><\/strong><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:24px\"><a href=\"https:\/\/drive.google.com\/file\/d\/1TK8idzZG6IoAvETqzUYB-H-3xgm34G4c\/view?usp=sharing\"><strong>Modeling User Context<\/strong><\/a><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:24px\"><a href=\"https:\/\/drive.google.com\/file\/d\/1S04OTqhUX0yPn_bqQiUpIX-PXY55SKfN\/view?usp=sharing\"><strong>Programming in C and Introduction to Data Structures<\/strong><\/a><\/p>\n\n\n\n<p class=\"has-pale-ocean-gradient-background has-background\" style=\"font-size:25px\"><a href=\"https:\/\/thyagumachinelearning.blogspot.com\/\"><strong>Blog<\/strong><\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI for School Introduction to AI and Applications Artificial Intelligence Interview Questions and Answers (References) GATE Data Science and Artificial Intelligence Machine Learning (2022 Scheme) ML Web links and Video&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-31277","page","type-page","status-publish","hentry"],"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/tocxten.com\/index.php\/wp-json\/wp\/v2\/pages\/31277","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tocxten.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/tocxten.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/tocxten.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tocxten.com\/index.php\/wp-json\/wp\/v2\/comments?post=31277"}],"version-history":[{"count":91,"href":"https:\/\/tocxten.com\/index.php\/wp-json\/wp\/v2\/pages\/31277\/revisions"}],"predecessor-version":[{"id":42434,"href":"https:\/\/tocxten.com\/index.php\/wp-json\/wp\/v2\/pages\/31277\/revisions\/42434"}],"wp:attachment":[{"href":"https:\/\/tocxten.com\/index.php\/wp-json\/wp\/v2\/media?parent=31277"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}