From 0e036e63522d2cc97666e791e47a6cf3cfdd5220 Mon Sep 17 00:00:00 2001
From: Morten Hjorth-Jensen <morten.hjorth-jensen@fys.uio.no>
Date: Sat, 20 Nov 2021 23:16:15 +0100
Subject: [PATCH] update week 47

---
 doc/pub/week47/html/week47-reveal.html       |   9 +-
 doc/pub/week47/html/week47-solarized.html    |   8 +-
 doc/pub/week47/html/week47.html              |   8 +-
 doc/pub/week47/ipynb/ipynb-week47-src.tar.gz | Bin 823750 -> 823750 bytes
 doc/pub/week47/ipynb/week47.ipynb            | 459 ++++++++++---------
 doc/src/week47/week47.do.txt                 |   5 +-
 6 files changed, 255 insertions(+), 234 deletions(-)

diff --git a/doc/pub/week47/html/week47-reveal.html b/doc/pub/week47/html/week47-reveal.html
index 15194cc29..fdb88c131 100644
--- a/doc/pub/week47/html/week47-reveal.html
+++ b/doc/pub/week47/html/week47-reveal.html
@@ -202,8 +202,13 @@ MathJax.Hub.Config({
 <p><li> <b>Friday</b>: Support Vector Machines and Summary of Course</li>
 </ul>
 <p>
-<p>Geron's chapter 5. Chapter 12 (sections 12.1-12.3 are the most relevant ones)  of Hastie et al contains also a good discussion.</p>
-
+<p>_Reading recommendations:</p>
+<ol>
+<p><li> Geron's chapter 5.</li>
+<p><li> Hastie et al Chapter 12 (sections 12.1-12.3 are the most relevant ones)</li>
+<p><li> Bishop chapter 7, with sections 7.1 and 7.2 as the essential ones</li>
+</ol>
+<p>
 <p><a href="https://www.youtube.com/watch?v=efR1C6CvhmE&ab_channel=StatQuestwithJoshStarmer" target="_blank">See overview video on Support Vector Machines</a>. See also <a href="https://www.youtube.com/watch?v=N1vOgolbjSc&ab_channel=AliceZhao" target="_blank">this video</a>.</p>
 </section>
 
diff --git a/doc/pub/week47/html/week47-solarized.html b/doc/pub/week47/html/week47-solarized.html
index c44dbc5d2..b6401cbc1 100644
--- a/doc/pub/week47/html/week47-solarized.html
+++ b/doc/pub/week47/html/week47-solarized.html
@@ -292,8 +292,12 @@ MathJax.Hub.Config({
 <li> <b>Thursday</b>: Support Vector Machines, classification and regression.</li> 
 <li> <b>Friday</b>: Support Vector Machines and Summary of Course</li>
 </ul>
-<p>Geron's chapter 5. Chapter 12 (sections 12.1-12.3 are the most relevant ones)  of Hastie et al contains also a good discussion.</p>
-
+<p>_Reading recommendations:</p>
+<ol>
+<li> Geron's chapter 5.</li>
+<li> Hastie et al Chapter 12 (sections 12.1-12.3 are the most relevant ones)</li>
+<li> Bishop chapter 7, with sections 7.1 and 7.2 as the essential ones</li>
+</ol>
 <p><a href="https://www.youtube.com/watch?v=efR1C6CvhmE&ab_channel=StatQuestwithJoshStarmer" target="_blank">See overview video on Support Vector Machines</a>. See also <a href="https://www.youtube.com/watch?v=N1vOgolbjSc&ab_channel=AliceZhao" target="_blank">this video</a>.</p>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
diff --git a/doc/pub/week47/html/week47.html b/doc/pub/week47/html/week47.html
index 4990fa4c8..da6c188bc 100644
--- a/doc/pub/week47/html/week47.html
+++ b/doc/pub/week47/html/week47.html
@@ -369,8 +369,12 @@ MathJax.Hub.Config({
 <li> <b>Thursday</b>: Support Vector Machines, classification and regression.</li> 
 <li> <b>Friday</b>: Support Vector Machines and Summary of Course</li>
 </ul>
-<p>Geron's chapter 5. Chapter 12 (sections 12.1-12.3 are the most relevant ones)  of Hastie et al contains also a good discussion.</p>
-
+<p>_Reading recommendations:</p>
+<ol>
+<li> Geron's chapter 5.</li>
+<li> Hastie et al Chapter 12 (sections 12.1-12.3 are the most relevant ones)</li>
+<li> Bishop chapter 7, with sections 7.1 and 7.2 as the essential ones</li>
+</ol>
 <p><a href="https://www.youtube.com/watch?v=efR1C6CvhmE&ab_channel=StatQuestwithJoshStarmer" target="_blank">See overview video on Support Vector Machines</a>. See also <a href="https://www.youtube.com/watch?v=N1vOgolbjSc&ab_channel=AliceZhao" target="_blank">this video</a>.</p>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
diff --git a/doc/pub/week47/ipynb/ipynb-week47-src.tar.gz b/doc/pub/week47/ipynb/ipynb-week47-src.tar.gz
index d97115ccc569a48315012fc59b964669775ae1c1..5744b113daab11ecbcb7ad0c52bf55bf5fd040e0 100644
GIT binary patch
delta 54
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J*?IO)1OT_!4ub#y

delta 54
zcmX@M*yz||BX;?24hHRmGaA`j*%@2enOfPITiID!*;!lJ*;?6wf*h^voUQC!t?b-e
J*?IO)1OTw84q5;J

diff --git a/doc/pub/week47/ipynb/week47.ipynb b/doc/pub/week47/ipynb/week47.ipynb
index 8b1006405..06a112f46 100644
--- a/doc/pub/week47/ipynb/week47.ipynb
+++ b/doc/pub/week47/ipynb/week47.ipynb
@@ -2,7 +2,7 @@
  "cells": [
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-   "id": "14292f55",
+   "id": "328d1bac",
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@@ -14,7 +14,7 @@
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   {
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@@ -29,7 +29,7 @@
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+   "id": "8cdcf51d",
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@@ -40,14 +40,19 @@
     "\n",
     "* **Friday**: Support Vector Machines and Summary of Course\n",
     "\n",
-    "Geron's chapter 5. Chapter 12 (sections 12.1-12.3 are the most relevant ones)  of Hastie et al contains also a good discussion.\n",
+    "_Reading recommendations:\n",
+    "1. Geron's chapter 5.\n",
+    "\n",
+    "2. Hastie et al Chapter 12 (sections 12.1-12.3 are the most relevant ones)\n",
+    "\n",
+    "3. Bishop chapter 7, with sections 7.1 and 7.2 as the essential ones\n",
     "\n",
     "[See overview video on Support Vector Machines](https://www.youtube.com/watch?v=efR1C6CvhmE&ab_channel=StatQuestwithJoshStarmer). See also [this video](https://www.youtube.com/watch?v=N1vOgolbjSc&ab_channel=AliceZhao)."
    ]
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   {
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-   "id": "847c9d3a",
+   "id": "da8706d4",
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@@ -81,7 +86,7 @@
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@@ -103,7 +108,7 @@
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@@ -182,7 +187,7 @@
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@@ -202,7 +207,7 @@
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@@ -214,7 +219,7 @@
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@@ -227,7 +232,7 @@
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@@ -239,7 +244,7 @@
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@@ -252,7 +257,7 @@
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@@ -264,7 +269,7 @@
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@@ -276,7 +281,7 @@
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@@ -288,7 +293,7 @@
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@@ -298,7 +303,7 @@
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@@ -310,7 +315,7 @@
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@@ -321,7 +326,7 @@
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@@ -333,7 +338,7 @@
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@@ -346,7 +351,7 @@
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@@ -358,7 +363,7 @@
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@@ -368,7 +373,7 @@
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@@ -397,7 +402,7 @@
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@@ -409,7 +414,7 @@
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@@ -421,7 +426,7 @@
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@@ -461,7 +466,7 @@
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@@ -473,7 +478,7 @@
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@@ -483,7 +488,7 @@
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@@ -785,7 +790,7 @@
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@@ -1356,7 +1361,7 @@
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@@ -1366,7 +1371,7 @@
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@@ -1378,7 +1383,7 @@
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@@ -1406,7 +1411,7 @@
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@@ -1428,7 +1433,7 @@
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@@ -1452,7 +1457,7 @@
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@@ -1464,7 +1469,7 @@
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@@ -1474,7 +1479,7 @@
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@@ -1486,7 +1491,7 @@
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@@ -1496,7 +1501,7 @@
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@@ -1508,7 +1513,7 @@
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@@ -1541,7 +1546,7 @@
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@@ -1553,7 +1558,7 @@
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@@ -1565,7 +1570,7 @@
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@@ -1575,7 +1580,7 @@
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@@ -1587,7 +1592,7 @@
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@@ -1613,7 +1618,7 @@
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@@ -1670,7 +1675,7 @@
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@@ -1682,7 +1687,7 @@
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@@ -1694,7 +1699,7 @@
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@@ -1704,7 +1709,7 @@
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@@ -1716,7 +1721,7 @@
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@@ -1726,7 +1731,7 @@
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@@ -1738,7 +1743,7 @@
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@@ -1749,7 +1754,7 @@
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@@ -1761,7 +1766,7 @@
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@@ -1771,7 +1776,7 @@
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@@ -1783,7 +1788,7 @@
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@@ -1801,7 +1806,7 @@
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@@ -1812,7 +1817,7 @@
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@@ -1824,7 +1829,7 @@
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@@ -1834,7 +1839,7 @@
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@@ -1851,7 +1856,7 @@
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@@ -1865,7 +1870,7 @@
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@@ -1880,7 +1885,7 @@
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@@ -1892,7 +1897,7 @@
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@@ -1920,7 +1925,7 @@
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@@ -1932,7 +1937,7 @@
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@@ -1947,7 +1952,7 @@
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@@ -1958,7 +1963,7 @@
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@@ -2157,7 +2162,7 @@
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@@ -2169,7 +2174,7 @@
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@@ -2184,7 +2189,7 @@
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@@ -2201,7 +2206,7 @@
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@@ -2222,7 +2227,7 @@
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@@ -2235,7 +2240,7 @@
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@@ -2245,7 +2250,7 @@
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@@ -2257,7 +2262,7 @@
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@@ -2272,7 +2277,7 @@
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@@ -2282,7 +2287,7 @@
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@@ -2301,7 +2306,7 @@
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@@ -2311,7 +2316,7 @@
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@@ -2323,7 +2328,7 @@
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@@ -2333,7 +2338,7 @@
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@@ -2345,7 +2350,7 @@
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@@ -2355,7 +2360,7 @@
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@@ -2367,7 +2372,7 @@
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@@ -2378,7 +2383,7 @@
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@@ -2390,7 +2395,7 @@
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@@ -2402,7 +2407,7 @@
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@@ -2426,7 +2431,7 @@
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@@ -2438,7 +2443,7 @@
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@@ -2455,7 +2460,7 @@
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@@ -2469,7 +2474,7 @@
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@@ -2479,7 +2484,7 @@
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@@ -2494,7 +2499,7 @@
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@@ -2510,7 +2515,7 @@
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@@ -2535,7 +2540,7 @@
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@@ -2582,7 +2587,7 @@
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@@ -2618,7 +2623,7 @@
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@@ -2641,7 +2646,7 @@
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@@ -2664,7 +2669,7 @@
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   {
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-   "id": "2d06d0ec",
+   "id": "a6c25620",
    "metadata": {
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@@ -2684,7 +2689,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3328ed06",
+   "id": "fd2b7113",
    "metadata": {
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@@ -2700,7 +2705,7 @@
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   {
    "cell_type": "markdown",
-   "id": "063cba9c",
+   "id": "7c9a5de1",
    "metadata": {
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@@ -2728,7 +2733,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "654a24c6",
+   "id": "36595e5e",
    "metadata": {
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@@ -2750,7 +2755,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0b522f71",
+   "id": "2df6352a",
    "metadata": {
     "editable": true
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@@ -2775,7 +2780,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a0696241",
+   "id": "656a0b89",
    "metadata": {
     "editable": true
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@@ -2793,7 +2798,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f0de0167",
+   "id": "8e8e192b",
    "metadata": {
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@@ -2821,7 +2826,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b0896b77",
+   "id": "fc14460e",
    "metadata": {
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@@ -2835,7 +2840,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "95af654b",
+   "id": "629ee91b",
    "metadata": {
     "editable": true
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@@ -2861,7 +2866,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "509ed8ed",
+   "id": "cf4db5aa",
    "metadata": {
     "editable": true
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@@ -2890,7 +2895,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2abc1c1f",
+   "id": "1d5fab05",
    "metadata": {
     "editable": true
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@@ -2907,7 +2912,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "dd46cd6a",
+   "id": "6b991d53",
    "metadata": {
     "editable": true
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@@ -2929,7 +2934,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "aa90be3c",
+   "id": "a5932cee",
    "metadata": {
     "editable": true
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@@ -2947,7 +2952,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9baeb6fc",
+   "id": "0ad0d650",
    "metadata": {
     "editable": true
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@@ -2970,7 +2975,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6e922377",
+   "id": "4339da25",
    "metadata": {
     "editable": true
    },
@@ -2989,7 +2994,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9467df93",
+   "id": "cb7a6993",
    "metadata": {
     "editable": true
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@@ -3005,7 +3010,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "08d89ce1",
+   "id": "3f30c28c",
    "metadata": {
     "editable": true
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@@ -3020,7 +3025,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7d7d4fed",
+   "id": "6b876456",
    "metadata": {
     "editable": true
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@@ -3044,7 +3049,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7429c840",
+   "id": "47d3be36",
    "metadata": {
     "editable": true
    },
@@ -3056,7 +3061,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f5debabb",
+   "id": "29765f69",
    "metadata": {
     "editable": true
    },
@@ -3074,7 +3079,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6e43b075",
+   "id": "9ba56beb",
    "metadata": {
     "editable": true
    },
@@ -3084,7 +3089,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a9d075f0",
+   "id": "cd2d0682",
    "metadata": {
     "editable": true
    },
@@ -3102,7 +3107,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bd793fc2",
+   "id": "dc1f40cd",
    "metadata": {
     "editable": true
    },
@@ -3112,7 +3117,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a8976f06",
+   "id": "9c839416",
    "metadata": {
     "editable": true
    },
@@ -3131,7 +3136,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "1c83ae78",
+   "id": "278181fd",
    "metadata": {
     "editable": true
    },
@@ -3143,7 +3148,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "12dff191",
+   "id": "ffff0a4e",
    "metadata": {
     "editable": true
    },
@@ -3157,7 +3162,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "78bac9f8",
+   "id": "0e543d62",
    "metadata": {
     "editable": true
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@@ -3172,7 +3177,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "dffac8d3",
+   "id": "e0a7f3bb",
    "metadata": {
     "editable": true
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@@ -3190,7 +3195,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e170b4b2",
+   "id": "c651acd8",
    "metadata": {
     "editable": true
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@@ -3204,7 +3209,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fdc03484",
+   "id": "9d921b6b",
    "metadata": {
     "editable": true
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@@ -3222,7 +3227,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "6079489b",
+   "id": "9b948560",
    "metadata": {
     "editable": true
    },
@@ -3246,7 +3251,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f167d850",
+   "id": "753fbdad",
    "metadata": {
     "editable": true
    },
@@ -3284,7 +3289,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "92f837ab",
+   "id": "327bb176",
    "metadata": {
     "editable": true
    },
@@ -3307,7 +3312,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "35de7d79",
+   "id": "6915d98d",
    "metadata": {
     "editable": true
    },
@@ -3343,7 +3348,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2341b6e9",
+   "id": "6159229d",
    "metadata": {
     "editable": true
    },
@@ -3364,7 +3369,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "074e8484",
+   "id": "70f3d5e8",
    "metadata": {
     "editable": true
    },
@@ -3386,7 +3391,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c17c3b86",
+   "id": "aab7e5b4",
    "metadata": {
     "editable": true
    },
@@ -3406,7 +3411,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "49a1a37d",
+   "id": "785fd98b",
    "metadata": {
     "editable": true
    },
@@ -3421,7 +3426,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a185bd43",
+   "id": "cf1b999b",
    "metadata": {
     "editable": true
    },
@@ -3439,7 +3444,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "53273d78",
+   "id": "04581208",
    "metadata": {
     "editable": true
    },
@@ -3469,7 +3474,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "db13f810",
+   "id": "d1580b89",
    "metadata": {
     "editable": true
    },
@@ -3498,7 +3503,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "753fa5bb",
+   "id": "66f9e349",
    "metadata": {
     "editable": true
    },
@@ -3529,7 +3534,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bebca9bb",
+   "id": "dcf8e4fe",
    "metadata": {
     "editable": true
    },
@@ -3552,7 +3557,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2e40473f",
+   "id": "d1d76bc1",
    "metadata": {
     "editable": true
    },
@@ -3570,7 +3575,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5b9ab189",
+   "id": "46aaee9d",
    "metadata": {
     "editable": true
    },
@@ -3593,7 +3598,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c152d5d8",
+   "id": "73c0f7ff",
    "metadata": {
     "editable": true
    },
@@ -3614,7 +3619,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e00bb23f",
+   "id": "d102eb89",
    "metadata": {
     "editable": true
    },
@@ -3630,7 +3635,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c6bb101b",
+   "id": "f82ffc60",
    "metadata": {
     "editable": true
    },
diff --git a/doc/src/week47/week47.do.txt b/doc/src/week47/week47.do.txt
index c2e39ae1a..ae93805c5 100644
--- a/doc/src/week47/week47.do.txt
+++ b/doc/src/week47/week47.do.txt
@@ -9,7 +9,10 @@ DATE: today
 * _Friday_: Support Vector Machines and Summary of Course
 
 
-Geron's chapter 5. Chapter 12 (sections 12.1-12.3 are the most relevant ones)  of Hastie et al contains also a good discussion.
+_Reading recommendations:
+ o Geron's chapter 5.
+ o Hastie et al Chapter 12 (sections 12.1-12.3 are the most relevant ones)
+ o Bishop chapter 7, with sections 7.1 and 7.2 as the essential ones
 
 "See overview video on Support Vector Machines":"https://www.youtube.com/watch?v=efR1C6CvhmE&ab_channel=StatQuestwithJoshStarmer". See also "this video":"https://www.youtube.com/watch?v=N1vOgolbjSc&ab_channel=AliceZhao".