{"id":1081,"date":"2024-05-19T09:50:27","date_gmt":"2024-05-19T09:50:27","guid":{"rendered":"https:\/\/www.inspirenignite.com\/ap\/aim105-basics-of-artificial-intelligence-and-machine-learning-syllabus-for-aim-1st-year-c20-regulation-apsbtet\/"},"modified":"2024-05-19T09:50:27","modified_gmt":"2024-05-19T09:50:27","slug":"aim105-basics-of-artificial-intelligence-and-machine-learning-syllabus-for-aim-1st-year-c20-regulation-apsbtet","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/ap\/aim105-basics-of-artificial-intelligence-and-machine-learning-syllabus-for-aim-1st-year-c20-regulation-apsbtet\/","title":{"rendered":"AIM-105: Basics of Artificial Intelligence and Machine Learning syllabus for AIM 1st Year C20 regulation APSBTET"},"content":{"rendered":"<p align=\"justify\">Basics of Artificial Intelligence and Machine Learning detailed syllabus for Diploma in Artificial Intelligence and Machine Learning (AIM) for C20 regulation curriculum has been taken from the <a class=\"rank-math-link\" href=\"https:\/\/sbtet.ap.gov.in\/APSBTET\/\" style=\"color: inherit\" rel=\"nofollow noopener\" target=\"_blank\">APSBTET<\/a> official website and presented for the AIM 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 Diploma in Artificial Intelligence and Machine Learning 1st Year scheme and its subjects, do visit <a class=\"rank-math-link\" href=\"..\/artificial-intelligence-and-machine-learning-aim-syllabus-for-1st-year-c20-regulation-apsbtet\">AIM 1st Year C20 regulation scheme<\/a>. The detailed syllabus of basics of artificial intelligence and machine learning is as follows. <\/p>\n<p><h4>Course Objectives<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" rel=\"nofollow noopener\" target=\"_blank\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a> <\/p>\n<p><h4>Course Outcomes:<\/h4>\n<ol>\n<li>Explain computer fundamentals<\/li>\n<li>Explain various flowchart, algorithm methods<\/li>\n<li>Apply the features of Basic Computer operating systems<\/li>\n<li>Analyse functioning of various Hardware components<\/li>\n<li>Explain Networking process in computers<\/li>\n<\/ol>\n<p><h4>1.0 Fundamentals of Digital Computer<\/h4>\n<p>Block diagram of a digital computer, functional parameters of CPU, Clock speed and word length, Functional blocks of a CPU: ALU and Control unit, types of memory RAM, ROM, purpose of cache memory\n<\/p>\n<p><h4>2.0 Programming Methodology.<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" rel=\"nofollow noopener\" target=\"_blank\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a> <\/p>\n<p><h4>3.0 Understand Operating Systems<\/h4>\n<p>Need for an operating system &#8211; List the various operating systems &#8211; Types of commands, Internal &amp; External Commands Features of Windows desktop &#8211; Components of a Window -Function of each component of a Window &#8211; Method of starting a program using start button -Maximize, minimize, restore down and close buttons- Meaning of a file and folder -Viewing the contents of hard disk drive using explorer -Finding a file &#8211; Formatting a floppy disk using explore option &#8211; Installing and uninstalling new software using control panel &#8211;\tinstalling and un<br \/>\ninstalling a new hardware using control panel &#8211; Drive space &#8211; disk defragmentation &#8211; Installing a printer &#8211; Changing resolution, colour, appearance and screensaver options of the display &#8211; Changing the system date and time\n<\/p>\n<p><h4>4.0 Computer Hardware and Networking Basics<\/h4>\n<p>Hardware Basics- I\/P, O\/P &#8211; inside computer case- system board components &#8211; 3 types of Software -BIOS- boot process &#8211; POST &#8211; different connectors. Networking Basics &#8211; computer network &#8211; Local Area Network &#8211; Wide Area Network &#8211; Compare Internet and Intranet &#8211; internet service provider &#8211; role of a modem &#8211; address format and IP address &#8211; browser &#8211; search engines with examples -Describe Internet Security.\n<\/p>\n<p><h4>5.0 Basics of Data Structures and Emerging Trends in Computer Technology<\/h4>\n<p>Overview of Data Structures-Definition-Classification-Basic concepts of Stacks,Queues,Lists,Trees and Graph<br \/>\nIntroduction to AI &#8211; Definition &#8211; History of AI &#8211; Types of AI -Features of AI &#8211; intelligent systemsfoundations of AI &#8211; Tic-tac-toe game playing &#8211; History of AI languages &#8211; Current Trends in AI-searching algorithms- Applications &#8211; Terminology of AI<br \/>\nIntroduction to Machine Learning &#8211; Compare Traditional Programming with Machine Learningapplications -know the key elements- Define the terms &#8211; learning, Association rule learning, Artificial neural networks, DeepLearning, InductiveLearning, Geneticalgorithms, Clustering- Explain Inductive Learning- Classify the Machine Learning -List the applications<br \/>\nIntroduction to Big data &#8211; Big data-Evolution -characteristics &#8211; the three V\u00e2\u20ac\u017es -Storing -Selecting -Need of Big Data -sources of big data -types of tools used &#8211; applications\n<\/p>\n<p><h4>Reference Books:<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" rel=\"nofollow noopener\" target=\"_blank\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdfs platform to make students&#8217;s lives easier.<\/b><br \/><a class=\"rank-math-link\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&amp;pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a> <\/p>\n<p align=\"justify\">For detailed syllabus of all other subjects of Diploma in Artificial Intelligence and Machine Learning, C20 regulation curriculum do visit <a class=\"rank-math-link\" href=\"..\/category\/aim+1st-year\">AIM 1st Year subject syllabuses for C20 regulation<\/a>. <\/p>\n<p align=\"justify\">For all Diploma in Artificial Intelligence and Machine Learning exam timetable, visit <a class=\"rank-math-link\" href=\"https:\/\/www.inspirenignite.com\/ap\/category\/exam-time-table\/\">APSBTET AIM all semester exam timetable<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Basics of Artificial Intelligence and Machine Learning detailed syllabus for Diploma in Artificial Intelligence and Machine Learning (AIM) for C20 regulation curriculum has been taken from the APSBTET official website [&hellip;]<\/p>\n","protected":false},"author":2530,"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":[6,17],"tags":[],"class_list":["post-1081","post","type-post","status-publish","format-standard","hentry","category-1st-year","category-aim"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/posts\/1081","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/users\/2530"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/comments?post=1081"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/posts\/1081\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/media?parent=1081"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/categories?post=1081"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/ap\/wp-json\/wp\/v2\/tags?post=1081"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}