{"id":8033,"date":"2024-04-04T11:29:30","date_gmt":"2024-04-04T11:29:30","guid":{"rendered":"https:\/\/www.inspirenignite.com\/kl\/5139c-fundamentals-of-artificial-intelligence-and-machine-learning-lab-syllabus-for-information-technology-6th-sem-2021-revision-sitttr-professional-elective-ii\/"},"modified":"2024-04-04T11:29:30","modified_gmt":"2024-04-04T11:29:30","slug":"5139c-fundamentals-of-artificial-intelligence-and-machine-learning-lab-syllabus-for-information-technology-6th-sem-2021-revision-sitttr-professional-elective-ii","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/kl\/5139c-fundamentals-of-artificial-intelligence-and-machine-learning-lab-syllabus-for-information-technology-6th-sem-2021-revision-sitttr-professional-elective-ii\/","title":{"rendered":"5139C: Fundamentals of Artificial Intelligence and Machine Learning Lab Syllabus for Information Technology 6th Sem 2021 Revision SITTTR (Professional Elective-II)"},"content":{"rendered":"<p align=\"justify\">Fundamentals of Artificial Intelligence and Machine Learning Lab detailed syllabus for Information Technology (IF) for 2021 revision curriculum has been taken from the <a class=\"rank-math-link\" href=\"http:\/\/www.sitttrkerala.ac.in\/\" style=\"color: inherit\" target=\"_blank\" rel=\"noopener\">SITTTRs<\/a> official website and presented for the Information Technology (IF) students. For course code, course name, number of credits for a course and other scheme related information,  do visit full semester subjects post given below. <\/p>\n<p align=\"justify\">For Information Technology 6th Sem scheme and its subjects, do visit <a class=\"rank-math-link\" href=\"..\/sitttr-diploma-information-technology-if-syllabus-for-6th-sem-2021-revision\">Information Technology (IF) 6th Sem 2021 regulation scheme<\/a>. For Professional Elective-II scheme and its subjects refer to <a class=\"rank-math-link\" href=\"..\/sitttr-information-technology-6th-sem-professional-elective-ii-syllabus-2021-revision\">Information Technology (IF) Professional Elective-II syllabus scheme<\/a>. The detailed syllabus of fundamentals of artificial intelligence and machine learning lab is as follows. <\/p>\n<p><h4>Course Objectives:<\/h4>\n<ul>\n<li>To familiarize the fundamentals of Artificial Intelligence and Machine Learning<\/li>\n<li>To build real world application using python.<\/li>\n<\/ul>\n<p><h4>Course Outcomes:<\/h4>\n<p>On completion of the course, the student will be able to:<\/p>\n<ol>\n<li>Develop basic Programming Concepts using python<\/li>\n<li>Apply advanced python programming Concepts<\/li>\n<li>Use Machine learning algorithm using tools like weka<\/li>\n<li>Apply AI with Python in Gaming<\/li>\n<\/ol>\n<p><h4>Module 1:<\/h4>\n<ol>\n<li>Develop simple python programs using decision control structures<\/li>\n<li>Implement python Programs using loop control structures.<\/li>\n<li>Implement programs using String<\/li>\n<li>Implement programs using list<\/li>\n<li>Implement programs using Dictionary Manipulations<\/li>\n<\/ol>\n<p><h4>Module 2:<\/h4>\n<ol>\n<li>Implement programs using python functions<\/li>\n<li>Implement programs using python Modules<\/li>\n<li>Implement programs using packages<\/li>\n<li>Implement Classes and objects in python<\/li>\n<li>Implement programs using regular expression<\/li>\n<\/ol>\n<p><h4>Module 3:<\/h4>\n<ol>\n<li>Installing and familiarising any machine learning software like weka<\/li>\n<li>Demonstrate loading of data from local file system,url and DB using machine learning software like weka<\/li>\n<li>Implement the techniques for preprocessing of data using numpy package in Python<\/li>\n<li>Implement the classifiers using machine learning software like weka<\/li>\n<li>Implement the classifiers using python<\/li>\n<\/ol>\n<p><h4>Module 4:<\/h4>\n<ol>\n<li>Demonstrate a Bot to Play Last Coin Standing using python<\/li>\n<li>Demonstrate a Bot to Play Tic Tac Toe using python<\/li>\n<li>Open Ended Experiments**<\/li>\n<\/ol>\n<p><h4>Suggested Open Ended Experiments<\/h4>\n<p>(Not for End Semester Examination but compulsory to be included in Continuous Internal Evaluation. Students can do open ended experiments as a group of 2-3. There is no duplication in experiments between groups. )<\/p>\n<ol>\n<li>Dice Rolling Simulator in Python<\/li>\n<li>Number Guessing in python<\/li>\n<\/ol>\n<p><h4>Text Books:<\/h4>\n<ol>\n<li>Artificial Intelligence with Python: Your complete guide to building intelligent apps using Python 3.x and TensorFlow 2, 2nd Edition , by Alberto Artasanchez, Prateek Joshi<\/li>\n<\/ol>\n<p><h4>Reference Books:<\/h4>\n<ol>\n<li>Core python programming by Nageswara Rao<\/li>\n<li>Let us python by Yashvant kanetkar<\/li>\n<\/ol>\n<p><h4>Online Resources<\/h4>\n<ol>\n<li>http:\/\/www.tutorialspoint.com\/python<\/li>\n<li>https:\/\/www.tutorialspoint.com\/weka<\/li>\n<li>https:\/\/www.tutorialspoint.com\/artificial_intelligence_with_python\/artificial_intellig ence_with_python_tutorial.pdf<\/li>\n<\/li>\n<\/ol>\n<p align=\"justify\">For detailed syllabus of all other subjects of Information Technology, 2021 revision curriculum do visit <a class=\"rank-math-link\" href=\"..\/category\/sitttr\/if\">Information Technology (IF) 6th Sem subject syllabuses for 2021 revision<\/a>. <\/p>\n<p align=\"justify\">To see the syllabus of all other branches of diploma 2021 revision curriculum do visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/kl\/sitttr-syllabus\/\"> SITTTR diploma all branches syllabus.<\/a>. <\/p>\n<p align=\"justify\">To see the results of Information Technology of diploma 2021 revision curriculum do visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/kl\/sitttr-results\/\"> SITTTR diploma results.<\/a>. <\/p>\n<p align=\"justify\">For all Information Technology academic calendars, visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/kl\/sitttr-academic-calendar\/\"> Information Technology all semesters academic calendar<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fundamentals of Artificial Intelligence and Machine Learning Lab detailed syllabus for Information Technology (IF) for 2021 revision curriculum has been taken from the SITTTRs official website and presented for the [&hellip;]<\/p>\n","protected":false},"author":2462,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[83],"tags":[],"class_list":["post-8033","post","type-post","status-publish","format-standard","hentry","category-if"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/posts\/8033","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/users\/2462"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/comments?post=8033"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/posts\/8033\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/media?parent=8033"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/categories?post=8033"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/kl\/wp-json\/wp\/v2\/tags?post=8033"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}