diff --git a/index.xml b/index.xml
index d939a3e..7f61758 100644
--- a/index.xml
+++ b/index.xml
@@ -104,7 +104,7 @@
http://yulab-smu.top/learn-ai/
Mon, 01 Jan 0001 00:00:00 +0000
http://yulab-smu.top/learn-ai/
- <ol>
<li>Basics of python</li>
<li>Learn numpy, pandas, matplotlib</li>
<li><a href="https://www.youtube.com/playlist?list=PLkDaE6sCZn6FNC6YRfRQc_FbeQrF8BwGI" class="external-link" target="_blank" rel="noopener">Machine Learning Specialization by Andrew Ng</a>
<ul>
<li>Supervised Machine Learning: Regression and Classification</li>
<li>Advanced Learning Algorithms</li>
<li>Unsupervised Learning, Recommenders, Reinforcement Learning</li>
</ul>
</li>
<li>Neural network
<ul>
<li>Neural Networks: Zero to Hero</li>
</ul>
</li>
<li>Deep learining specialisation
<ul>
<li>Neural Networks and Deep Learning</li>
<li>Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization</li>
<li>Structuring Machine Learning Projects</li>
<li>Convolutional Neural Networks</li>
<li>Sequence Models</li>
</ul>
</li>
</ol>
+ <ol>
<li><a href="https://www.youtube.com/watch?v=nLRL_NcnK-4&t=39209s" class="external-link" target="_blank" rel="noopener">Basics of python</a></li>
<li>Learn numpy, pandas, matplotlib</li>
<li><a href="https://www.youtube.com/playlist?list=PLkDaE6sCZn6FNC6YRfRQc_FbeQrF8BwGI" class="external-link" target="_blank" rel="noopener">Machine Learning Specialization by Andrew Ng</a>
<ul>
<li>Supervised Machine Learning: Regression and Classification</li>
<li>Advanced Learning Algorithms</li>
<li>Unsupervised Learning, Recommenders, Reinforcement Learning</li>
</ul>
</li>
<li>Neural network
<ul>
<li>Neural Networks: Zero to Hero</li>
</ul>
</li>
<li>Deep learining specialisation
<ul>
<li>Neural Networks and Deep Learning</li>
<li>Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization</li>
<li>Structuring Machine Learning Projects</li>
<li>Convolutional Neural Networks</li>
<li>Sequence Models</li>
</ul>
</li>
</ol>
-
Members
diff --git a/learn-ai/index.html b/learn-ai/index.html
index cb03ad8..60f8b63 100644
--- a/learn-ai/index.html
+++ b/learn-ai/index.html
@@ -172,7 +172,7 @@