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@@ -5,10 +5,10 @@ To be published by MIT Press.
 
 <h2> Download draft PDF </h2>
 
-<a href="https://github.com/udlbook/udlbook/releases/download/v0.3.1/UnderstandingDeepLearning_15_12_22.pdf">Draft PDF Chapters 1-16</a><br> 2022-12-15. CC-BY-NC-ND license
+<a href="https://github.com/udlbook/udlbook/releases/download/v0.4.0/UnderstandingDeepLearning_16_01_23_C.pdf">Draft PDF Chapters 1-17</a><br> 2022-12-15. CC-BY-NC-ND license
 <br>
 <ul>
-	<li> Chapters 17-20 (coming soon)
+	<li> Chapters 18-20 (coming soon)
 	<li> Report errata via <a href="https://github.com/udlbook/udlbook/issues">github</a> or contact me directly at udlbookmail@gmail.com
 	<li> Follow me on <a href="https://twitter.com/SimonPrinceAI">Twitter</a> or <a href="https://www.linkedin.com/in/simon-prince-615bb9165/">LinkedIn</a> for updates.
 </ul>