{"id":469,"date":"2015-06-09T14:41:04","date_gmt":"2015-06-09T18:41:04","guid":{"rendered":"https:\/\/sites.bu.edu\/paschalidis\/?page_id=469"},"modified":"2019-08-22T18:00:48","modified_gmt":"2019-08-22T22:00:48","slug":"ek381","status":"publish","type":"page","link":"https:\/\/sites.bu.edu\/paschalidis\/courses\/ek381\/","title":{"rendered":"ENG EK381: Probability, Statistics, and Data Science for Engineers"},"content":{"rendered":"<h3>Prerequisites<\/h3>\n<p>ENG EK103 Computational Linear Algebra.<\/p>\n<h3>Description<\/h3>\n<p><span>Provides a strong foundation in probability and an introduction to statistics and machine learning. Includes experience with translating engineering problems into probabilistic models, and working with these models analytically and algorithmically. Prepares students for upper-level electives that use probabilistic reasoning. This course fulfills a single unit in each of the following BU Hub areas: Quantitative Reasoning II, Critical Thinking.<\/span><\/p>\n<h3>Instructor<\/h3>\n<p>Yannis Paschalidis<\/p>\n<h3>Syllabus<\/h3>\n<p><a href=\"\/paschalidis\/files\/2019\/08\/ek381-ci-18.pdf\">EK 381 Syllabus &#8211; Fall 2018<\/a><\/p>\n<p><!--\n\n\n<h3>Course Information<\/h3>\n\n\n<a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Matlab\/\">Matlab m-files are available here (password protected).<\/a>\n\n\n<h3>Lecture Notes and Problem sets<\/h3>\n\n\nThe lecture notes are based on earlier notes for this course by Prof. David Castanon.\n\n\n<ul>\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect1.pdf\">Lecture 1<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect2.pdf\">Lecture 2<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps1-s08.pdf\">Problem Set 1<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec1.pdf\">Recitation 1<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect3.pdf\">Lecture 3<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect4.pdf\">Lecture 4<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps2-s08.pdf\">Problem Set 2<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect5.pdf\">Lecture 5<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec2.pdf\">Recitation 2<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect6.pdf\">Lecture 6<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec3.pdf\">Recitation 3<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps3-s08.pdf\">Problem Set 3<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect7.pdf\">Lecture 7<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect8.pdf\">Lecture 8<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect9.pdf\">Lecture 9<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps4-s08.pdf\">Problem Set 4<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect10.pdf\">Lecture 10<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec4.pdf\">Recitation 4<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Review.pdf\">TF Review Notes<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect11.pdf\">Lecture 11<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps5-s08.pdf\">Problem Set 5<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec5.pdf\">Recitation 5<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect12.pdf\">Lecture 12<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect13.pdf\">Lecture 13<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps6-s08.pdf\">Problem Set 6<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec6.pdf\">Recitation 6<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect14.pdf\">Lecture 14<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec7.pdf\">Recitation 7<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect15.pdf\">Lecture 15<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps7-s08.pdf\">Problem Set 7<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect16.pdf\">Lecture 16<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps8-s08.pdf\">Problem Set 8<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect17.pdf\">Lecture 17<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec8.pdf\">Recitation 8<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect18.pdf\">Lecture 18<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/index.html#\" onclick=\"MM_openBrWindow('Balldrop\/balldrop.html','','scrollbars=yes,resizable=yes,width=800,height=650')\">Ball Dropping Demo for Central Limit Theorem<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/index.html#\" onclick=\"MM_openBrWindow('rolling.html','','scrollbars=yes,resizable=yes,width=800,height=650')\">Rolling Dice Demo<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Review-quiz2.pdf\">TF Review Notes for Quiz 2<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps9-s08.pdf\">Problem Set 9<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect19.pdf\">Lecture 19<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec9.pdf\">Recitation 9<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect20.pdf\">Lecture 20<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/ps10-s08.pdf\">Problem Set 10<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec10.pdf\">Recitation 10<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/lect21-22.pdf\">Lectures 21-22<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec11.pdf\">Recitation 11<\/a><\/li>\n\n\n \t\n\n<li><a href=\"http:\/\/ionia.bu.edu\/Teaching\/EC381\/Rec12.pdf\">Recitation 12<\/a><\/li>\n\n\n<\/ul>\n\n\n&nbsp;\n--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Prerequisites ENG EK103 Computational Linear Algebra. Description Provides a strong foundation in probability and an introduction to statistics and machine learning. Includes experience with translating engineering problems into probabilistic models, and working with these models analytically and algorithmically. Prepares students for upper-level electives that use probabilistic reasoning. This course fulfills a single unit in each [&hellip;]<\/p>\n","protected":false},"author":2469,"featured_media":0,"parent":12,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/pages\/469"}],"collection":[{"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/users\/2469"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/comments?post=469"}],"version-history":[{"count":9,"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/pages\/469\/revisions"}],"predecessor-version":[{"id":1471,"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/pages\/469\/revisions\/1471"}],"up":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/pages\/12"}],"wp:attachment":[{"href":"https:\/\/sites.bu.edu\/paschalidis\/wp-json\/wp\/v2\/media?parent=469"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}