{"id":1873,"date":"2022-10-06T10:53:23","date_gmt":"2022-10-06T14:53:23","guid":{"rendered":"https:\/\/www.bu.edu\/adminsc\/?page_id=1873"},"modified":"2022-10-06T10:54:58","modified_gmt":"2022-10-06T14:54:58","slug":"curriculum","status":"publish","type":"page","link":"https:\/\/www.bu.edu\/adminsc\/programs\/preparatory-labs\/adr100\/curriculum\/","title":{"rendered":"ADR100 Curriculum"},"content":{"rendered":"
← Back to Preparatory Labs<\/a>← Back to ADR100<\/a><\/div>\n

\"MET<\/p>\n\n\n\n\n
Skills Demonstrated<\/b><\/u>:<\/p>\n
    \n
  • Reading various types of data into R<\/li>\n
  • Exploratory Data Analysis in R<\/li>\n
  • Descriptive summary statistics in R<\/li>\n
  • Handling missing values in R<\/li>\n
  • Data Visualization with base R graphics<\/li>\n
  • Data Visualization with ggplot2<\/li>\n
  • In-Console R lessons through the swirl package<\/li>\n
  • Simple Linear Regression modeling in R (explanatory)<\/li>\n
  • Simple Linear Regression modeling in R (predictive)<\/li>\n
  • Multiple Linear Regression modeling in R (explanatory)<\/li>\n
  • Multiple Linear Regression modeling in R (predictive)<\/li>\n
  • Generating time series data in R<\/li>\n
  • Analyzing time series data in R<\/li>\n
  • Using time series data in R for forecasting<\/li>\n<\/ul>\n<\/td>\n
Examinations Successfully Completed<\/b><\/u>:<\/p>\n
    \n
  • Unit Test #1: Exploratory Data Analysis in R; Data Types in R<\/li>\n
  • Unit Test #2: Complex Data Types in R; Simulation in R<\/li>\n
  • Unit Test #3: Linear Regression Modeling in R<\/li>\n
  • Unit Test #4: Handling Time Series Data in R; Forecasting with Time Series Data in R<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n
ADR100 Prepares Students for<\/b><\/u>:<\/p>\n
    \n
  • AD571 (co-requisite): Business Analytics Foundations<\/li>\n
  • AD616: Enterprise Risk Analytics<\/li>\n
  • AD685: Quantitative Methods for Finance<\/li>\n
  • AD688: Web Analytics<\/li>\n
  • AD699: Data Mining for Business Analytics<\/li>\n<\/ul>\n<\/td>\n
Lab Relationships<\/b><\/u>:<\/p>\n
    \n
  • ADR100 is a pre-requisite for ADR200. ADR100 badge earners are automatically enrolled in ADR200.<\/li>\n
  • ADR100 is often taken in conjunction with AD100.<\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

    ← Back to Preparatory Labs← Back to ADR100 Skills Demonstrated: Reading various types of data into R Exploratory Data Analysis in R Descriptive summary statistics in R Handling missing values in R Data Visualization with base R graphics Data Visualization with ggplot2 In-Console R lessons through the swirl package Simple Linear Regression modeling in R […]<\/p>\n","protected":false},"author":19676,"featured_media":1242,"parent":1741,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"page-templates\/no-sidebars.php","meta":[],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/pages\/1873"}],"collection":[{"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/users\/19676"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/comments?post=1873"}],"version-history":[{"count":4,"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/pages\/1873\/revisions"}],"predecessor-version":[{"id":1877,"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/pages\/1873\/revisions\/1877"}],"up":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/pages\/1741"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/media\/1242"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/adminsc\/wp-json\/wp\/v2\/media?parent=1873"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}