diff --git a/doc/pub/week43/html/week43-solarized.html b/doc/pub/week43/html/week43-solarized.html
index 1b6ae0059..767223fd1 100644
--- a/doc/pub/week43/html/week43-solarized.html
+++ b/doc/pub/week43/html/week43-solarized.html
@@ -238,9 +238,12 @@ MathJax.Hub.Config({
Excellent lectures on CNNs and RNNs
diff --git a/doc/pub/week43/html/week43.html b/doc/pub/week43/html/week43.html
index 1d41c36b0..8ef8f7fa3 100644
--- a/doc/pub/week43/html/week43.html
+++ b/doc/pub/week43/html/week43.html
@@ -315,9 +315,12 @@ MathJax.Hub.Config({
- Thursday: Convolutional Neural Networks (CNN)
- Friday: Recurrent Neural Networks (RNN)
+
Excellent lectures on CNNs and RNNs
diff --git a/doc/pub/week43/ipynb/ipynb-week43-src.tar.gz b/doc/pub/week43/ipynb/ipynb-week43-src.tar.gz
index e21ce151e..9bccd36fa 100644
Binary files a/doc/pub/week43/ipynb/ipynb-week43-src.tar.gz and b/doc/pub/week43/ipynb/ipynb-week43-src.tar.gz differ
diff --git a/doc/pub/week43/ipynb/week43.ipynb b/doc/pub/week43/ipynb/week43.ipynb
index 28ecc2260..926d89951 100644
--- a/doc/pub/week43/ipynb/week43.ipynb
+++ b/doc/pub/week43/ipynb/week43.ipynb
@@ -2,7 +2,7 @@
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"\n",
"* Thursday: Convolutional Neural Networks (CNN)\n",
"\n",
- " * [Lecture video](https://youtu.be/Hm6Ay5DS6o0)\n",
+ " * [Video of lecture](https://youtu.be/Hm6Ay5DS6o0)\n",
"\n",
"* Friday: Recurrent Neural Networks (RNN)\n",
"\n",
+ " * [Video of lecture](https://youtu.be/JHfgQ77fpqs)\n",
+ "\n",
"**Excellent lectures on CNNs and RNNs.**\n",
"\n",
"* [Video on Convolutional Neural Networks from MIT](https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini)\n",
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@@ -721,7 +723,7 @@
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@@ -731,7 +733,7 @@
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@@ -743,7 +745,7 @@
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@@ -782,7 +784,7 @@
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@@ -886,7 +888,7 @@
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@@ -928,7 +930,7 @@
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@@ -1036,7 +1038,7 @@
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+ "id": "6a41849e",
"metadata": {
"editable": true
},
@@ -2334,7 +2336,7 @@
},
{
"cell_type": "markdown",
- "id": "9a944e06",
+ "id": "35b9e05c",
"metadata": {
"editable": true
},
@@ -2345,7 +2347,7 @@
},
{
"cell_type": "markdown",
- "id": "d0bc68db",
+ "id": "e41c9e7f",
"metadata": {
"editable": true
},
@@ -2363,7 +2365,7 @@
},
{
"cell_type": "markdown",
- "id": "89f93ab0",
+ "id": "e4fa30b7",
"metadata": {
"editable": true
},
@@ -2390,7 +2392,7 @@
},
{
"cell_type": "markdown",
- "id": "8dd6eb78",
+ "id": "794c6434",
"metadata": {
"editable": true
},
@@ -2402,7 +2404,7 @@
},
{
"cell_type": "markdown",
- "id": "b459ce4f",
+ "id": "031346a3",
"metadata": {
"editable": true
},
@@ -2421,7 +2423,7 @@
},
{
"cell_type": "markdown",
- "id": "d11f3e23",
+ "id": "589ebd62",
"metadata": {
"editable": true
},
@@ -2431,7 +2433,7 @@
},
{
"cell_type": "markdown",
- "id": "647e4631",
+ "id": "bca16390",
"metadata": {
"editable": true
},
@@ -2451,7 +2453,7 @@
},
{
"cell_type": "markdown",
- "id": "1a161dc2",
+ "id": "5036bdef",
"metadata": {
"editable": true
},
@@ -2463,7 +2465,7 @@
},
{
"cell_type": "markdown",
- "id": "46db414f",
+ "id": "4c1b1d08",
"metadata": {
"editable": true
},
@@ -2481,7 +2483,7 @@
},
{
"cell_type": "markdown",
- "id": "0e1bd4d2",
+ "id": "238bd7d8",
"metadata": {
"editable": true
},
@@ -2493,7 +2495,7 @@
},
{
"cell_type": "markdown",
- "id": "4488b9c5",
+ "id": "9f442947",
"metadata": {
"editable": true
},
@@ -2514,7 +2516,7 @@
},
{
"cell_type": "markdown",
- "id": "6c7b3ea3",
+ "id": "14b15908",
"metadata": {
"editable": true
},
@@ -2531,7 +2533,7 @@
{
"cell_type": "code",
"execution_count": 18,
- "id": "844a2f34",
+ "id": "77d6da8e",
"metadata": {
"collapsed": false,
"editable": true
@@ -2549,7 +2551,7 @@
},
{
"cell_type": "markdown",
- "id": "f999ed2a",
+ "id": "6ae2d19d",
"metadata": {
"editable": true
},
@@ -2560,7 +2562,7 @@
{
"cell_type": "code",
"execution_count": 19,
- "id": "1de68c0c",
+ "id": "b9613776",
"metadata": {
"collapsed": false,
"editable": true
@@ -2586,7 +2588,7 @@
},
{
"cell_type": "markdown",
- "id": "f4e25799",
+ "id": "c9e66616",
"metadata": {
"editable": true
},
@@ -2599,7 +2601,7 @@
{
"cell_type": "code",
"execution_count": 20,
- "id": "d8a97605",
+ "id": "1569475e",
"metadata": {
"collapsed": false,
"editable": true
@@ -2612,7 +2614,7 @@
},
{
"cell_type": "markdown",
- "id": "90284486",
+ "id": "12b62d01",
"metadata": {
"editable": true
},
@@ -2631,7 +2633,7 @@
{
"cell_type": "code",
"execution_count": 21,
- "id": "288b7876",
+ "id": "484c8267",
"metadata": {
"collapsed": false,
"editable": true
@@ -2699,7 +2701,7 @@
},
{
"cell_type": "markdown",
- "id": "6f46d25e",
+ "id": "5ec535ea",
"metadata": {
"editable": true
},
@@ -2712,7 +2714,7 @@
{
"cell_type": "code",
"execution_count": 22,
- "id": "37b3054d",
+ "id": "57bd2b25",
"metadata": {
"collapsed": false,
"editable": true
@@ -2752,7 +2754,7 @@
},
{
"cell_type": "markdown",
- "id": "551d62e0",
+ "id": "9eb312c0",
"metadata": {
"editable": true
},
@@ -2764,7 +2766,7 @@
{
"cell_type": "code",
"execution_count": 23,
- "id": "b2514895",
+ "id": "a0f69ebc",
"metadata": {
"collapsed": false,
"editable": true
@@ -2778,7 +2780,7 @@
{
"cell_type": "code",
"execution_count": 24,
- "id": "65242556",
+ "id": "bc8af18e",
"metadata": {
"collapsed": false,
"editable": true
@@ -2791,7 +2793,7 @@
},
{
"cell_type": "markdown",
- "id": "c264a585",
+ "id": "b3a15721",
"metadata": {
"editable": true
},
@@ -2802,7 +2804,7 @@
{
"cell_type": "code",
"execution_count": 25,
- "id": "bcd6d1d5",
+ "id": "5063cce6",
"metadata": {
"collapsed": false,
"editable": true
@@ -2816,7 +2818,7 @@
},
{
"cell_type": "markdown",
- "id": "cfcb27cc",
+ "id": "6bb237bd",
"metadata": {
"editable": true
},
@@ -2831,7 +2833,7 @@
{
"cell_type": "code",
"execution_count": 26,
- "id": "81a0d347",
+ "id": "86cda48d",
"metadata": {
"collapsed": false,
"editable": true
@@ -2847,7 +2849,7 @@
{
"cell_type": "code",
"execution_count": 27,
- "id": "55e5c0a6",
+ "id": "80ba9063",
"metadata": {
"collapsed": false,
"editable": true
@@ -2864,7 +2866,7 @@
},
{
"cell_type": "markdown",
- "id": "0488b19f",
+ "id": "bb3a1ddb",
"metadata": {
"editable": true
},
@@ -2876,7 +2878,7 @@
{
"cell_type": "code",
"execution_count": 28,
- "id": "9b4e0734",
+ "id": "6a622279",
"metadata": {
"collapsed": false,
"editable": true
@@ -2890,7 +2892,7 @@
},
{
"cell_type": "markdown",
- "id": "e7a01f04",
+ "id": "ec6e4c22",
"metadata": {
"editable": true
},
@@ -2906,7 +2908,7 @@
{
"cell_type": "code",
"execution_count": 29,
- "id": "faa0f98f",
+ "id": "2e7e1cb9",
"metadata": {
"collapsed": false,
"editable": true
@@ -2940,7 +2942,7 @@
},
{
"cell_type": "markdown",
- "id": "6b1854b0",
+ "id": "3850ab9e",
"metadata": {
"editable": true
},
@@ -2953,7 +2955,7 @@
{
"cell_type": "code",
"execution_count": 30,
- "id": "b9a84b77",
+ "id": "021cf5d8",
"metadata": {
"collapsed": false,
"editable": true
@@ -2978,7 +2980,7 @@
},
{
"cell_type": "markdown",
- "id": "8b996be3",
+ "id": "315efc9d",
"metadata": {
"editable": true
},
@@ -2992,7 +2994,7 @@
{
"cell_type": "code",
"execution_count": 31,
- "id": "c5047657",
+ "id": "c5f89572",
"metadata": {
"collapsed": false,
"editable": true
@@ -3010,7 +3012,7 @@
},
{
"cell_type": "markdown",
- "id": "5ab3e5e0",
+ "id": "892b888d",
"metadata": {
"editable": true
},
@@ -3021,7 +3023,7 @@
{
"cell_type": "code",
"execution_count": 32,
- "id": "48d4afd1",
+ "id": "2f76e6b1",
"metadata": {
"collapsed": false,
"editable": true
@@ -3061,7 +3063,7 @@
},
{
"cell_type": "markdown",
- "id": "0caa2763",
+ "id": "04a13013",
"metadata": {
"editable": true
},
@@ -3073,7 +3075,7 @@
{
"cell_type": "code",
"execution_count": 33,
- "id": "b0e73261",
+ "id": "b30d2d5b",
"metadata": {
"collapsed": false,
"editable": true
@@ -3085,7 +3087,7 @@
},
{
"cell_type": "markdown",
- "id": "95eca1ec",
+ "id": "bb5ebefb",
"metadata": {
"editable": true
},
@@ -3099,7 +3101,7 @@
{
"cell_type": "code",
"execution_count": 34,
- "id": "30cbdd71",
+ "id": "095d5e76",
"metadata": {
"collapsed": false,
"editable": true
@@ -3116,7 +3118,7 @@
},
{
"cell_type": "markdown",
- "id": "b72caa6a",
+ "id": "458cb7db",
"metadata": {
"editable": true
},
@@ -3130,7 +3132,7 @@
{
"cell_type": "code",
"execution_count": 35,
- "id": "f1ecd7ef",
+ "id": "2750a80e",
"metadata": {
"collapsed": false,
"editable": true
@@ -3147,7 +3149,7 @@
},
{
"cell_type": "markdown",
- "id": "99f348cf",
+ "id": "c22bbd95",
"metadata": {
"editable": true
},
@@ -3163,7 +3165,7 @@
{
"cell_type": "code",
"execution_count": 36,
- "id": "1596f7d8",
+ "id": "4cf8445a",
"metadata": {
"collapsed": false,
"editable": true
@@ -3191,7 +3193,7 @@
{
"cell_type": "code",
"execution_count": 37,
- "id": "c271a2ed",
+ "id": "17d05da8",
"metadata": {
"collapsed": false,
"editable": true
@@ -3214,7 +3216,7 @@
{
"cell_type": "code",
"execution_count": 38,
- "id": "ed9d5fdd",
+ "id": "637d3ed2",
"metadata": {
"collapsed": false,
"editable": true
@@ -3227,7 +3229,7 @@
},
{
"cell_type": "markdown",
- "id": "e602d023",
+ "id": "87eb6a8d",
"metadata": {
"editable": true
},
@@ -3243,7 +3245,7 @@
{
"cell_type": "code",
"execution_count": 39,
- "id": "0dad14ee",
+ "id": "40292572",
"metadata": {
"collapsed": false,
"editable": true
@@ -3270,7 +3272,7 @@
},
{
"cell_type": "markdown",
- "id": "eb90f46b",
+ "id": "00941b6c",
"metadata": {
"editable": true
},
@@ -3285,7 +3287,7 @@
{
"cell_type": "code",
"execution_count": 40,
- "id": "c7f1007b",
+ "id": "847b36d0",
"metadata": {
"collapsed": false,
"editable": true
@@ -3301,7 +3303,7 @@
},
{
"cell_type": "markdown",
- "id": "f51dd218",
+ "id": "33345d59",
"metadata": {
"editable": true
},
@@ -3312,7 +3314,7 @@
},
{
"cell_type": "markdown",
- "id": "4646c9d7",
+ "id": "6e8ce57b",
"metadata": {
"editable": true
},
@@ -3330,7 +3332,7 @@
{
"cell_type": "code",
"execution_count": 41,
- "id": "d7d4467e",
+ "id": "134a9d78",
"metadata": {
"collapsed": false,
"editable": true
@@ -3348,7 +3350,7 @@
},
{
"cell_type": "markdown",
- "id": "b95c647c",
+ "id": "b10195e8",
"metadata": {
"editable": true
},
@@ -3359,7 +3361,7 @@
{
"cell_type": "code",
"execution_count": 42,
- "id": "50648dfb",
+ "id": "77969057",
"metadata": {
"collapsed": false,
"editable": true
diff --git a/doc/src/week43/week43.do.txt b/doc/src/week43/week43.do.txt
index 61669cac7..1c8513984 100644
--- a/doc/src/week43/week43.do.txt
+++ b/doc/src/week43/week43.do.txt
@@ -6,8 +6,9 @@ DATE: today
===== Plans for week 43 =====
* Thursday: Convolutional Neural Networks (CNN)
- * "Lecture video":"https://youtu.be/Hm6Ay5DS6o0"
+ * "Video of lecture":"https://youtu.be/Hm6Ay5DS6o0"
* Friday: Recurrent Neural Networks (RNN)
+ * "Video of lecture":"https://youtu.be/JHfgQ77fpqs"