Recommended Reading:
diff --git a/doc/pub/week37/html/week37-reveal.html b/doc/pub/week37/html/week37-reveal.html index 36362d2c7..f41ab22e6 100644 --- a/doc/pub/week37/html/week37-reveal.html +++ b/doc/pub/week37/html/week37-reveal.html @@ -199,6 +199,11 @@ MathJax.Hub.Config({
diff --git a/doc/pub/week37/html/week37-solarized.html b/doc/pub/week37/html/week37-solarized.html index af481406b..3cfb866c5 100644 --- a/doc/pub/week37/html/week37-solarized.html +++ b/doc/pub/week37/html/week37-solarized.html @@ -246,6 +246,9 @@ MathJax.Hub.Config({
Recommended Reading:
diff --git a/doc/pub/week37/html/week37.html b/doc/pub/week37/html/week37.html index f123bd311..35050f8ae 100644 --- a/doc/pub/week37/html/week37.html +++ b/doc/pub/week37/html/week37.html @@ -323,6 +323,9 @@ MathJax.Hub.Config({Recommended Reading:
diff --git a/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz b/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz index 879198238..eb3140bad 100644 Binary files a/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz and b/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz differ diff --git a/doc/pub/week37/ipynb/week37.ipynb b/doc/pub/week37/ipynb/week37.ipynb index 59a0291e5..a983c3a52 100644 --- a/doc/pub/week37/ipynb/week37.ipynb +++ b/doc/pub/week37/ipynb/week37.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a7d5c536", + "id": "aa1d6219", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "dbae05db", + "id": "5d96c643", "metadata": { "editable": true }, @@ -29,7 +29,7 @@ }, { "cell_type": "markdown", - "id": "e675a4f4", + "id": "b2d8af1c", "metadata": { "editable": true }, @@ -38,6 +38,8 @@ "\n", "* Thursday September 15: Summary of Ridge and Lasso with examples and statistical interpretation. Start resampling techniques and discussion of the **bias-variance** tradeoff.\n", "\n", + " * [Video of lecture](https://youtu.be/YVQGvcsovpw)\n", + "\n", "* Friday September 16: Resampling methods, bias-variance, overfitting, Cross-validation and Bootstrapping\n", "\n", "Recommended Reading:\n", @@ -52,7 +54,7 @@ }, { "cell_type": "markdown", - "id": "72e22eb1", + "id": "91b05bea", "metadata": { "editable": true }, @@ -62,7 +64,7 @@ }, { "cell_type": "markdown", - "id": "aa7455c5", + "id": "d12c30b9", "metadata": { "editable": true }, @@ -85,7 +87,7 @@ }, { "cell_type": "markdown", - "id": "da753a6e", + "id": "a95be908", "metadata": { "editable": true }, @@ -97,7 +99,7 @@ }, { "cell_type": "markdown", - "id": "d08f3c99", + "id": "737bd5f0", "metadata": { "editable": true }, @@ -110,7 +112,7 @@ }, { "cell_type": "markdown", - "id": "1e593e87", + "id": "0588eb02", "metadata": { "editable": true }, @@ -122,7 +124,7 @@ }, { "cell_type": "markdown", - "id": "562fb753", + "id": "4853f405", "metadata": { "editable": true }, @@ -134,7 +136,7 @@ }, { "cell_type": "markdown", - "id": "61c57c27", + "id": "ad3a5765", "metadata": { "editable": true }, @@ -146,7 +148,7 @@ }, { "cell_type": "markdown", - "id": "4f994156", + "id": "57ea7b5a", "metadata": { "editable": true }, @@ -157,7 +159,7 @@ }, { "cell_type": "markdown", - "id": "1c88800c", + "id": "87c27d11", "metadata": { "editable": true }, @@ -169,7 +171,7 @@ }, { "cell_type": "markdown", - "id": "dfb6ddc0", + "id": "327188ab", "metadata": { "editable": true }, @@ -180,7 +182,7 @@ }, { "cell_type": "markdown", - "id": "e00ff2d0", + "id": "5970038a", "metadata": { "editable": true }, @@ -192,7 +194,7 @@ }, { "cell_type": "markdown", - "id": "0ee92073", + "id": "b340b8f7", "metadata": { "editable": true }, @@ -202,7 +204,7 @@ }, { "cell_type": "markdown", - "id": "25b3b019", + "id": "ad5a6f22", "metadata": { "editable": true }, @@ -233,7 +235,7 @@ }, { "cell_type": "markdown", - "id": "cbea4097", + "id": "75efb73d", "metadata": { "editable": true }, @@ -245,7 +247,7 @@ }, { "cell_type": "markdown", - "id": "164e9ccc", + "id": "9046338a", "metadata": { "editable": true }, @@ -257,7 +259,7 @@ }, { "cell_type": "markdown", - "id": "baa9c4ea", + "id": "f0f56a14", "metadata": { "editable": true }, @@ -267,7 +269,7 @@ }, { "cell_type": "markdown", - "id": "c7ee6c55", + "id": "de5b739c", "metadata": { "editable": true }, @@ -279,7 +281,7 @@ }, { "cell_type": "markdown", - "id": "2e0e6f19", + "id": "366855b8", "metadata": { "editable": true }, @@ -289,7 +291,7 @@ }, { "cell_type": "markdown", - "id": "51dda28a", + "id": "28c5bb96", "metadata": { "editable": true }, @@ -301,7 +303,7 @@ }, { "cell_type": "markdown", - "id": "badc2cd1", + "id": "7a8d171f", "metadata": { "editable": true }, @@ -311,7 +313,7 @@ }, { "cell_type": "markdown", - "id": "da8a99d6", + "id": "57c360b1", "metadata": { "editable": true }, @@ -323,7 +325,7 @@ }, { "cell_type": "markdown", - "id": "df928f1e", + "id": "098cfdf8", "metadata": { "editable": true }, @@ -335,7 +337,7 @@ }, { "cell_type": "markdown", - "id": "803020ce", + "id": "315d6bad", "metadata": { "editable": true }, @@ -347,7 +349,7 @@ }, { "cell_type": "markdown", - "id": "1b218c48", + "id": "e28c1799", "metadata": { "editable": true }, @@ -357,7 +359,7 @@ }, { "cell_type": "markdown", - "id": "aafbde68", + "id": "a6aaf3bb", "metadata": { "editable": true }, @@ -369,7 +371,7 @@ }, { "cell_type": "markdown", - "id": "50487196", + "id": "bcd8cf3d", "metadata": { "editable": true }, @@ -379,7 +381,7 @@ }, { "cell_type": "markdown", - "id": "e805b8b9", + "id": "e384ec7c", "metadata": { "editable": true }, @@ -396,7 +398,7 @@ }, { "cell_type": "markdown", - "id": "b6f0c1c4", + "id": "dc1027aa", "metadata": { "editable": true }, @@ -415,7 +417,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "a89b0a40", + "id": "4b7141a3", "metadata": { "collapsed": false, "editable": true @@ -491,7 +493,7 @@ }, { "cell_type": "markdown", - "id": "e7b7b3d7", + "id": "926963be", "metadata": { "editable": true }, @@ -501,7 +503,7 @@ }, { "cell_type": "markdown", - "id": "04b0edaf", + "id": "764702ed", "metadata": { "editable": true }, @@ -531,7 +533,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "7ab076c6", + "id": "4611f47e", "metadata": { "collapsed": false, "editable": true @@ -580,7 +582,7 @@ }, { "cell_type": "markdown", - "id": "187229b0", + "id": "a92b4cb6", "metadata": { "editable": true }, @@ -594,7 +596,7 @@ }, { "cell_type": "markdown", - "id": "08ac2fe5", + "id": "b4a334de", "metadata": { "editable": true }, @@ -606,7 +608,7 @@ }, { "cell_type": "markdown", - "id": "8211f32a", + "id": "6a3cebbb", "metadata": { "editable": true }, @@ -616,7 +618,7 @@ }, { "cell_type": "markdown", - "id": "0dc9f7ef", + "id": "73662ba5", "metadata": { "editable": true }, @@ -628,7 +630,7 @@ }, { "cell_type": "markdown", - "id": "fb775663", + "id": "35c67db6", "metadata": { "editable": true }, @@ -638,7 +640,7 @@ }, { "cell_type": "markdown", - "id": "6d681b44", + "id": "a906e0c9", "metadata": { "editable": true }, @@ -650,7 +652,7 @@ }, { "cell_type": "markdown", - "id": "2c171fae", + "id": "5b4282f1", "metadata": { "editable": true }, @@ -660,7 +662,7 @@ }, { "cell_type": "markdown", - "id": "df685126", + "id": "1e70f06d", "metadata": { "editable": true }, @@ -672,7 +674,7 @@ }, { "cell_type": "markdown", - "id": "4f56735f", + "id": "1e65e346", "metadata": { "editable": true }, @@ -682,7 +684,7 @@ }, { "cell_type": "markdown", - "id": "253dd4c0", + "id": "a3328f4e", "metadata": { "editable": true }, @@ -698,7 +700,7 @@ }, { "cell_type": "markdown", - "id": "8872b434", + "id": "76deed93", "metadata": { "editable": true }, @@ -710,7 +712,7 @@ }, { "cell_type": "markdown", - "id": "e46a853d", + "id": "5d998c79", "metadata": { "editable": true }, @@ -720,7 +722,7 @@ }, { "cell_type": "markdown", - "id": "a0f42b10", + "id": "23864e34", "metadata": { "editable": true }, @@ -732,7 +734,7 @@ }, { "cell_type": "markdown", - "id": "ee519173", + "id": "e490b4ce", "metadata": { "editable": true }, @@ -745,7 +747,7 @@ }, { "cell_type": "markdown", - "id": "5f6b835d", + "id": "cb4afd7f", "metadata": { "editable": true }, @@ -757,7 +759,7 @@ }, { "cell_type": "markdown", - "id": "74b26056", + "id": "21aaef2f", "metadata": { "editable": true }, @@ -767,7 +769,7 @@ }, { "cell_type": "markdown", - "id": "2826d888", + "id": "a6666e28", "metadata": { "editable": true }, @@ -779,7 +781,7 @@ }, { "cell_type": "markdown", - "id": "fb761472", + "id": "11deef85", "metadata": { "editable": true }, @@ -789,7 +791,7 @@ }, { "cell_type": "markdown", - "id": "835e0510", + "id": "995a98d9", "metadata": { "editable": true }, @@ -801,7 +803,7 @@ }, { "cell_type": "markdown", - "id": "5621fa84", + "id": "a5ee6054", "metadata": { "editable": true }, @@ -813,7 +815,7 @@ }, { "cell_type": "markdown", - "id": "a2fef1c2", + "id": "b4cea799", "metadata": { "editable": true }, @@ -823,7 +825,7 @@ }, { "cell_type": "markdown", - "id": "439ca1a7", + "id": "f72e8053", "metadata": { "editable": true }, @@ -835,7 +837,7 @@ }, { "cell_type": "markdown", - "id": "3009c333", + "id": "e32efdab", "metadata": { "editable": true }, @@ -847,7 +849,7 @@ }, { "cell_type": "markdown", - "id": "c3caa559", + "id": "0330b6cc", "metadata": { "editable": true }, @@ -859,7 +861,7 @@ }, { "cell_type": "markdown", - "id": "7afe3a58", + "id": "9655cc65", "metadata": { "editable": true }, @@ -869,7 +871,7 @@ }, { "cell_type": "markdown", - "id": "90d58fb5", + "id": "cffdbee3", "metadata": { "editable": true }, @@ -881,7 +883,7 @@ }, { "cell_type": "markdown", - "id": "ac888160", + "id": "036269f3", "metadata": { "editable": true }, @@ -891,7 +893,7 @@ }, { "cell_type": "markdown", - "id": "dd528a97", + "id": "cdc3d205", "metadata": { "editable": true }, @@ -910,7 +912,7 @@ }, { "cell_type": "markdown", - "id": "f4d4a3bd", + "id": "7e38dea0", "metadata": { "editable": true }, @@ -938,7 +940,7 @@ }, { "cell_type": "markdown", - "id": "b3bffa08", + "id": "114b478f", "metadata": { "editable": true }, @@ -964,7 +966,7 @@ }, { "cell_type": "markdown", - "id": "9ec4aa4e", + "id": "936e369d", "metadata": { "editable": true }, @@ -981,7 +983,7 @@ }, { "cell_type": "markdown", - "id": "b8524d4e", + "id": "f55681de", "metadata": { "editable": true }, @@ -1001,7 +1003,7 @@ }, { "cell_type": "markdown", - "id": "02d95749", + "id": "d36a4313", "metadata": { "editable": true }, @@ -1030,7 +1032,7 @@ }, { "cell_type": "markdown", - "id": "9d12e492", + "id": "1877d5a1", "metadata": { "editable": true }, @@ -1055,7 +1057,7 @@ }, { "cell_type": "markdown", - "id": "90f8467d", + "id": "5087c95c", "metadata": { "editable": true }, @@ -1069,7 +1071,7 @@ }, { "cell_type": "markdown", - "id": "da753b8f", + "id": "7c00afd7", "metadata": { "editable": true }, @@ -1081,7 +1083,7 @@ }, { "cell_type": "markdown", - "id": "d322a2ad", + "id": "cfeed7d3", "metadata": { "editable": true }, @@ -1094,7 +1096,7 @@ }, { "cell_type": "markdown", - "id": "aa1ddd91", + "id": "ad181d88", "metadata": { "editable": true }, @@ -1105,7 +1107,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "3c534b63", + "id": "b4c24093", "metadata": { "collapsed": false, "editable": true @@ -1144,7 +1146,7 @@ }, { "cell_type": "markdown", - "id": "acb1d760", + "id": "5ff29071", "metadata": { "editable": true }, @@ -1169,7 +1171,7 @@ }, { "cell_type": "markdown", - "id": "47024fea", + "id": "78c1527f", "metadata": { "editable": true }, @@ -1189,7 +1191,7 @@ }, { "cell_type": "markdown", - "id": "5f659cd0", + "id": "1f0f6914", "metadata": { "editable": true }, @@ -1201,7 +1203,7 @@ }, { "cell_type": "markdown", - "id": "45f1710f", + "id": "e8eab887", "metadata": { "editable": true }, @@ -1211,7 +1213,7 @@ }, { "cell_type": "markdown", - "id": "8e9e489f", + "id": "ca11b9a2", "metadata": { "editable": true }, @@ -1226,7 +1228,7 @@ }, { "cell_type": "markdown", - "id": "35779aca", + "id": "95c2cfcd", "metadata": { "editable": true }, @@ -1239,7 +1241,7 @@ }, { "cell_type": "markdown", - "id": "bbf52fb5", + "id": "49d12f14", "metadata": { "editable": true }, @@ -1252,7 +1254,7 @@ }, { "cell_type": "markdown", - "id": "a62fed9c", + "id": "c9557584", "metadata": { "editable": true }, @@ -1264,7 +1266,7 @@ }, { "cell_type": "markdown", - "id": "8fa78ab6", + "id": "42146bd0", "metadata": { "editable": true }, @@ -1277,7 +1279,7 @@ }, { "cell_type": "markdown", - "id": "d198d513", + "id": "c643d6a8", "metadata": { "editable": true }, @@ -1288,7 +1290,7 @@ }, { "cell_type": "markdown", - "id": "e92b0ef9", + "id": "2ff1c036", "metadata": { "editable": true }, @@ -1302,7 +1304,7 @@ }, { "cell_type": "markdown", - "id": "e7cc2d45", + "id": "8681f8c5", "metadata": { "editable": true }, @@ -1312,7 +1314,7 @@ }, { "cell_type": "markdown", - "id": "8550636d", + "id": "2ccbac31", "metadata": { "editable": true }, @@ -1326,7 +1328,7 @@ }, { "cell_type": "markdown", - "id": "c5111414", + "id": "0ab2b859", "metadata": { "editable": true }, @@ -1339,7 +1341,7 @@ }, { "cell_type": "markdown", - "id": "d54b09b8", + "id": "d80f1727", "metadata": { "editable": true }, @@ -1352,7 +1354,7 @@ }, { "cell_type": "markdown", - "id": "dd73e014", + "id": "ad8d9495", "metadata": { "editable": true }, @@ -1362,7 +1364,7 @@ }, { "cell_type": "markdown", - "id": "62ffc5dc", + "id": "a89388c3", "metadata": { "editable": true }, @@ -1375,7 +1377,7 @@ }, { "cell_type": "markdown", - "id": "c1d795de", + "id": "067cc1d4", "metadata": { "editable": true }, @@ -1385,7 +1387,7 @@ }, { "cell_type": "markdown", - "id": "7fcf3019", + "id": "191c7704", "metadata": { "editable": true }, @@ -1398,7 +1400,7 @@ }, { "cell_type": "markdown", - "id": "0552d7bc", + "id": "599626a6", "metadata": { "editable": true }, @@ -1410,7 +1412,7 @@ }, { "cell_type": "markdown", - "id": "eb7a91c5", + "id": "982a41f8", "metadata": { "editable": true }, @@ -1429,7 +1431,7 @@ }, { "cell_type": "markdown", - "id": "ab440229", + "id": "2029dfc4", "metadata": { "editable": true }, @@ -1442,7 +1444,7 @@ }, { "cell_type": "markdown", - "id": "ee6827e6", + "id": "0d360de2", "metadata": { "editable": true }, @@ -1454,7 +1456,7 @@ }, { "cell_type": "markdown", - "id": "61f634e3", + "id": "9f128e08", "metadata": { "editable": true }, @@ -1467,7 +1469,7 @@ }, { "cell_type": "markdown", - "id": "577e2d4a", + "id": "0d0c3712", "metadata": { "editable": true }, @@ -1487,7 +1489,7 @@ }, { "cell_type": "markdown", - "id": "7325e61e", + "id": "e9ae180b", "metadata": { "editable": true }, @@ -1510,7 +1512,7 @@ }, { "cell_type": "markdown", - "id": "cebf0788", + "id": "9749e7b1", "metadata": { "editable": true }, @@ -1525,7 +1527,7 @@ }, { "cell_type": "markdown", - "id": "00e3df1a", + "id": "39cf550d", "metadata": { "editable": true }, @@ -1537,7 +1539,7 @@ }, { "cell_type": "markdown", - "id": "3cf522f9", + "id": "a000c224", "metadata": { "editable": true }, @@ -1557,7 +1559,7 @@ }, { "cell_type": "markdown", - "id": "4a62e5f8", + "id": "cf3eabf8", "metadata": { "editable": true }, @@ -1577,7 +1579,7 @@ }, { "cell_type": "markdown", - "id": "40fbcc46", + "id": "dd3c9c0b", "metadata": { "editable": true }, @@ -1601,7 +1603,7 @@ }, { "cell_type": "markdown", - "id": "465f33e4", + "id": "59136270", "metadata": { "editable": true }, @@ -1622,7 +1624,7 @@ }, { "cell_type": "markdown", - "id": "a0ea5679", + "id": "af6381a5", "metadata": { "editable": true }, @@ -1652,7 +1654,7 @@ }, { "cell_type": "markdown", - "id": "8ec0902e", + "id": "dd9ebbdd", "metadata": { "editable": true }, @@ -1676,7 +1678,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "c2d74c1e", + "id": "ac82543c", "metadata": { "collapsed": false, "editable": true @@ -1713,7 +1715,7 @@ }, { "cell_type": "markdown", - "id": "74369b44", + "id": "e888d377", "metadata": { "editable": true }, @@ -1723,7 +1725,7 @@ }, { "cell_type": "markdown", - "id": "d205b0c2", + "id": "ce043520", "metadata": { "editable": true }, @@ -1734,7 +1736,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "100fc3de", + "id": "422bdff8", "metadata": { "collapsed": false, "editable": true @@ -1754,7 +1756,7 @@ }, { "cell_type": "markdown", - "id": "b253044c", + "id": "7632debf", "metadata": { "editable": true }, @@ -1772,7 +1774,7 @@ }, { "cell_type": "markdown", - "id": "64c00831", + "id": "c8dcc1f6", "metadata": { "editable": true }, @@ -1784,7 +1786,7 @@ }, { "cell_type": "markdown", - "id": "beeb5ea8", + "id": "7cb0b65d", "metadata": { "editable": true }, @@ -1801,7 +1803,7 @@ }, { "cell_type": "markdown", - "id": "38c7666b", + "id": "7fd5ac47", "metadata": { "editable": true }, @@ -1813,7 +1815,7 @@ }, { "cell_type": "markdown", - "id": "61d5e884", + "id": "421779b1", "metadata": { "editable": true }, @@ -1823,7 +1825,7 @@ }, { "cell_type": "markdown", - "id": "eef1bc58", + "id": "361e64cc", "metadata": { "editable": true }, @@ -1835,7 +1837,7 @@ }, { "cell_type": "markdown", - "id": "8df9ad22", + "id": "3d5279ca", "metadata": { "editable": true }, @@ -1852,7 +1854,7 @@ }, { "cell_type": "markdown", - "id": "a1209aca", + "id": "20b69951", "metadata": { "editable": true }, @@ -1864,7 +1866,7 @@ }, { "cell_type": "markdown", - "id": "60d581e0", + "id": "80050251", "metadata": { "editable": true }, @@ -1874,7 +1876,7 @@ }, { "cell_type": "markdown", - "id": "ae89f86c", + "id": "b4754997", "metadata": { "editable": true }, @@ -1886,7 +1888,7 @@ }, { "cell_type": "markdown", - "id": "d6d0c413", + "id": "b54fba38", "metadata": { "editable": true }, @@ -1896,7 +1898,7 @@ }, { "cell_type": "markdown", - "id": "b4d2f170", + "id": "ab83834b", "metadata": { "editable": true }, @@ -1908,7 +1910,7 @@ }, { "cell_type": "markdown", - "id": "166ba820", + "id": "a8e9092a", "metadata": { "editable": true }, @@ -1918,7 +1920,7 @@ }, { "cell_type": "markdown", - "id": "95fa4c33", + "id": "e255eaa2", "metadata": { "editable": true }, @@ -1934,7 +1936,7 @@ }, { "cell_type": "markdown", - "id": "2b61652b", + "id": "8e2eef3d", "metadata": { "editable": true }, @@ -1945,7 +1947,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "d20a0717", + "id": "42218092", "metadata": { "collapsed": false, "editable": true @@ -2010,7 +2012,7 @@ }, { "cell_type": "markdown", - "id": "dc44872d", + "id": "8c0d18a3", "metadata": { "editable": true }, @@ -2021,7 +2023,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "272840a7", + "id": "f2bf26b1", "metadata": { "collapsed": false, "editable": true @@ -2078,7 +2080,7 @@ }, { "cell_type": "markdown", - "id": "ab78c9db", + "id": "6cf53d46", "metadata": { "editable": true }, @@ -2116,7 +2118,7 @@ }, { "cell_type": "markdown", - "id": "051948dc", + "id": "ff2223bc", "metadata": { "editable": true }, @@ -2127,7 +2129,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "bbc4645b", + "id": "d9183705", "metadata": { "collapsed": false, "editable": true @@ -2209,7 +2211,7 @@ }, { "cell_type": "markdown", - "id": "a3cbbbdf", + "id": "b96fc947", "metadata": { "editable": true }, @@ -2234,7 +2236,7 @@ }, { "cell_type": "markdown", - "id": "1d2bee06", + "id": "2f100afd", "metadata": { "editable": true }, @@ -2250,7 +2252,7 @@ }, { "cell_type": "markdown", - "id": "0989a27c", + "id": "5841b0f3", "metadata": { "editable": true }, @@ -2266,7 +2268,7 @@ }, { "cell_type": "markdown", - "id": "5742c19e", + "id": "cd0db18d", "metadata": { "editable": true }, @@ -2280,7 +2282,7 @@ }, { "cell_type": "markdown", - "id": "f9f7ee5f", + "id": "060dccde", "metadata": { "editable": true }, @@ -2294,7 +2296,7 @@ }, { "cell_type": "markdown", - "id": "1f579900", + "id": "58ca801f", "metadata": { "editable": true }, @@ -2322,7 +2324,7 @@ }, { "cell_type": "markdown", - "id": "a63d0cd5", + "id": "d3803b23", "metadata": { "editable": true }, @@ -2335,7 +2337,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "9abd645b", + "id": "c564999e", "metadata": { "collapsed": false, "editable": true @@ -2435,7 +2437,7 @@ }, { "cell_type": "markdown", - "id": "0bdb9275", + "id": "a24d3935", "metadata": { "editable": true }, @@ -2446,7 +2448,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "00fdc87e", + "id": "a832e0a6", "metadata": { "collapsed": false, "editable": true @@ -2535,7 +2537,7 @@ }, { "cell_type": "markdown", - "id": "b067da97", + "id": "d60df210", "metadata": { "editable": true }, @@ -2545,7 +2547,7 @@ }, { "cell_type": "markdown", - "id": "feb9f426", + "id": "4715bd30", "metadata": { "editable": true }, @@ -2558,7 +2560,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "f45744d8", + "id": "ebc62d3a", "metadata": { "collapsed": false, "editable": true diff --git a/doc/src/week37/week37.do.txt b/doc/src/week37/week37.do.txt index 4a0726303..23c764d83 100644 --- a/doc/src/week37/week37.do.txt +++ b/doc/src/week37/week37.do.txt @@ -6,6 +6,7 @@ DATE: today ===== Plans for week 37 ===== * Thursday September 15: Summary of Ridge and Lasso with examples and statistical interpretation. Start resampling techniques and discussion of the _bias-variance_ tradeoff. + * "Video of lecture":"https://youtu.be/YVQGvcsovpw" * Friday September 16: Resampling methods, bias-variance, overfitting, Cross-validation and Bootstrapping Recommended Reading: