{"id":2,"date":"2025-08-12T17:29:33","date_gmt":"2025-08-12T17:29:33","guid":{"rendered":"http:\/\/stephendavies.org\/data101\/?page_id=2"},"modified":"2025-11-05T17:19:01","modified_gmt":"2025-11-05T22:19:01","slug":"sample-page","status":"publish","type":"page","link":"http:\/\/stephendavies.org\/data101\/index.php\/sample-page\/","title":{"rendered":"Readings"},"content":{"rendered":"<p>All readings are from <a href=\"http:\/\/stephendavies.org\/crystal1.pdf\">The Crystal Ball Instruction Manual, Volume One<\/a>.<\/p>\n<p><center><\/p>\n<table border=\"1\" cellpadding=\"5\" cellspacing=\"3\">\n<tbody>\n<tr>\n<th>Date<\/th>\n<th>Reading<\/th>\n<\/tr>\n<tr>\n<td align=\"center\">Aug 27<\/td>\n<td>1 &mdash; Introduction<br \/>2 &mdash; A Trip to Jupyter<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Aug 29<\/td>\n<td>3 &mdash; Three Kinds of Atomic Data<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 3<\/td>\n<td>4 &mdash; Memory Pictures<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 8<\/td>\n<td>5 &mdash; Calculations<br \/>6 &mdash; Scales of Measure<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 10<\/td>\n<td>7 &mdash; Three Kinds of Aggregate Data<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 12<\/td>\n<td>8 &mdash; Arrays in Python (1 of 2)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 15<\/td>\n<td><i style=\"color:gray;\">No class today, but still read:<\/i><br \/>9 &mdash; Arrays in Python (2 of 2)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 17<\/td>\n<td>10 &mdash; Interpreting Data (pp.89-96)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 19<\/td>\n<td>10 &mdash; Interpreting Data, cont. (pp.96-102)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 22<\/td>\n<td>11 &mdash; Associative Arrays in Python (1 of 3)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 24<\/td>\n<td>12 &mdash; Associative Arrays in Python (2 of 3)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 26<\/td>\n<td>13 &mdash; Associative Arrays in Python (3 of 3)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 29<\/td>\n<td>14 &mdash; Loops<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 1<\/td>\n<td>15 &mdash; Exploratory Data Analysis: univariate<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 3<\/td>\n<td>16 &mdash; Tables in Python (1 of 3)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 6<\/td>\n<td>17 &mdash; Tables in Python (2 of 3)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 8<\/td>\n<td>18 &mdash; Tables in Python (3 of 3)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 10<\/td>\n<td>19 &mdash; Exploratory Data Analysis: bivariate (1 of 2)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 15<\/td>\n<td>20 &mdash; Exploratory Data Analysis: bivariate (2 of 2)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 17<\/td>\n<td>21 &mdash; Branching<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 22<\/td>\n<td>22 &mdash; Functions (1 of 2)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 27<\/td>\n<td>23 &mdash; Functions (2 of 2)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 29<\/td>\n<td>25 &mdash; Machine Learning: concepts<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Oct 31<\/td>\n<td>26 &mdash; Classification: concepts<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Nov 5<\/td>\n<td>27 &mdash; Decision trees (1 of 2)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Nov 7<\/td>\n<td>28 &mdash; Decision trees (2 of 2)<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Nov 11<\/td>\n<td>24 &mdash; Recoding and transforming<\/td>\n<\/tr>\n<\/table>\n<p><\/center><\/p>\n<p><!--\nvim:textwidth=99999\n--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>All readings are from The Crystal Ball Instruction Manual, Volume One. Date Reading Aug 27 1 &mdash; Introduction2 &mdash; A Trip to Jupyter Aug 29 3 &mdash; Three Kinds of Atomic Data Sep 3 4 &mdash; Memory Pictures Sep 8 5 &mdash; Calculations6 &mdash; Scales of Measure Sep 10 7 &mdash; Three Kinds of Aggregate [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":20,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/stephendavies.org\/data101\/index.php\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/stephendavies.org\/data101\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/stephendavies.org\/data101\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/stephendavies.org\/data101\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/stephendavies.org\/data101\/index.php\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":21,"href":"http:\/\/stephendavies.org\/data101\/index.php\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"predecessor-version":[{"id":246,"href":"http:\/\/stephendavies.org\/data101\/index.php\/wp-json\/wp\/v2\/pages\/2\/revisions\/246"}],"wp:attachment":[{"href":"http:\/\/stephendavies.org\/data101\/index.php\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}