{"id":59984,"date":"2024-08-18T15:30:26","date_gmt":"2024-08-18T15:30:26","guid":{"rendered":"https:\/\/ushopwell.com\/ublog\/python-for-data-science-week-4-assignment-solutions-jul-dec-2024-opeducore\/"},"modified":"2024-08-18T15:30:26","modified_gmt":"2024-08-18T15:30:26","slug":"python-for-data-science-week-4-assignment-solutions-jul-dec-2024-opeducore","status":"publish","type":"post","link":"https:\/\/ushopwell.com\/ublog\/python-for-data-science-week-4-assignment-solutions-jul-dec-2024-opeducore\/","title":{"rendered":"Python For Data Science Week 4 Assignment Solutions | Jul Dec 2024 |   @OPEducore"},"content":{"rendered":"<div class=\"youtubomatic-video-container\"><iframe loading=\"lazy\" width=\"580\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/sNDL2NwBOCU?autoplay=1&#038;controls=1&#038;hl=en\" frameborder=\"0\" allowfullscreen><\/iframe><\/div>\n<p>Python for Data Science || NPTEL Week 4 Assignment Solutions 2024 || Jul Dec 2024 |   @OPEducore<br \/>\n \u200b<br \/>\nCourse: Python For Data Science<br \/>\nOffered by: IIT Madras<br \/>\nDuration: 4 weeks<br \/>\nStart Date : 22 Jul 2024<br \/>\nEnd Date : 16 Aug 2024<br \/>\nExam Date : 21 Sep 2024 IST<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<br \/>\n\ud83d\udcdd<br \/>\nCourse layout<\/p>\n<p>Week 1:<br \/>\nBASICS OF PYTHON SPYDER (TOOL)<br \/>\n\u2022 Introduction Spyder<br \/>\n\u2022 Setting working Directory<br \/>\n\u2022 Creating and saving a script file<br \/>\n\u2022 File execution, clearing console, removing variables from environment, clearing environment<br \/>\n\u2022 Commenting script files<br \/>\n\u2022 Variable creation<br \/>\n\u2022 Arithmetic and logical operators<br \/>\n\u2022 Data types and associated operations<\/p>\n<p>Week 2:<br \/>\nSequence data types and associated operations<br \/>\n\u2022        Strings<br \/>\n\u2022        Lists<br \/>\n\u2022        Arrays<br \/>\n\u2022        Tuples<br \/>\n\u2022        Dictionary<br \/>\n\u2022        Sets<br \/>\n\u2022        Range<\/p>\n<p>NumPy<br \/>\n\u2022        ndArray<br \/>\nWeek 3:<br \/>\nPandas dataframe and dataframe related operations on Toyota Corolla dataset<br \/>\nReading files<br \/>\nExploratory data analysis<br \/>\nData preparation and preprocessing<br \/>\nData visualization on Toyoto Corolla dataset using matplotlib and seaborn libraries<br \/>\nScatter plot<br \/>\nLine plot<br \/>\nBar plot<br \/>\nHistogram<br \/>\nBox plot<br \/>\nPair plot<br \/>\nControl structures using Toyota Corolla dataset<br \/>\nif-else family<br \/>\nfor loop<br \/>\nfor loop with if break<br \/>\nwhile loop<br \/>\nFunctions<\/p>\n<p>Week 4: CASE STUDY<br \/>\nRegression<br \/>\nPredicting price of pre-owned cars<br \/>\nClassification<br \/>\nClassifying personal income<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<br \/>\nBooks and references<br \/>\n1.Introduction to linear algebra &#8211; by Gilbert Strang 2. Applied statistics and probability for engineers \u2013 by Douglas Montgomery 3. Mastering python for data science, Samir Madhavan<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<\/p>\n<p>\u26a0\ufe0fNote: We do not claim \ud83d\udcaf% accuracy of provided solutions. These answers are based on our sole knowledge. We are posting these solution just for your reference, so we request our student&#8217;s community to do your assignment on your own and verify it.<\/p>\n<p>\u26a0\ufe0f\u26a0\ufe0f Kindly note, if any changes are made in the answer, will be notified in comment section.<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<br \/>\nVideo Serial: DS\/2024\/S-2\/50<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n<p>Please Like \u2764 Share  and Subscribe for more content   @OPEducore   <\/p>\n<p>Tags: #datascience   #pythonprogramming   #nptel2024<br \/>\n  #opeducore<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python for Data Science || NPTEL Week 4 Assignment Solutions 2024 || Jul Dec 2024 | @OPEducore \u200b Course: Python For Data Science Offered by: IIT Madras Duration: 4 weeks Start Date : 22 Jul 2024 End Date : 16 Aug 2024 Exam Date : 21 Sep 2024 IST &#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211; \ud83d\udcdd Course layout Week 1: BASICS OF PYTHON SPYDER (TOOL) \u2022 Introduction Spyder \u2022 Setting working Directory \u2022 Creating and&#8230;<\/p>\n","protected":false},"author":1,"featured_media":59985,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","tve_updated_post":"","tve_custom_css":"","tve_user_custom_css":"","tve_globals":{},"tcb2_ready":0,"tcb_editor_enabled":0,"tve_landing_page":"","_tve_header":"","_tve_footer":""},"categories":[1],"tags":[],"class_list":["post-59984","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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