diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -2,4 +2,5 @@
 Resources used in my [talks](https://vladiliescu.net/talks).
 
 * [Boy meets Girl](./Boy%20meets%20Girl)
-* [Service versus Studio](./Service%20versus%20Studio)
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+* [Service versus Studio](./Service%20versus%20Studio)
+* [Training Better Models Using Automated Machine Learning](./Training%20Better%20Models%20Using%20Automated%20Machine%20Learning)