diff --git a/README.md b/README.md
index 4ee90ba585356dbc5af338ffc701b39ef932e9ef..9ebca40145514cd15ff41c692a9c476ebc0739f8 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@
 A flexible package to use Deep Learning with tabular data, text and images
 using wide and deep models.
 
-**Documentation:** [https://pytorch-widedeep.readthedocs.io](https://pytorch-widedeep.readthedocs.io/en/latest/index.html)
+**Documentation:** [https://pytorch-widedeep.readthedocs.io](https://pytorch-widedeep.readthedocs.io/en/master/)
 
 **Companion posts:** [infinitoml](https://jrzaurin.github.io/infinitoml/)
 
diff --git a/pypi_README.md b/pypi_README.md
index 584369f67eeaa11dd73b148a7a88e19564bfaca6..e6059d8c8f591dc2c796fcb5ee84210b2a5a26d6 100644
--- a/pypi_README.md
+++ b/pypi_README.md
@@ -11,7 +11,7 @@
 A flexible package to use Deep Learning with tabular data, text and images
 using wide and deep models.
 
-**Documentation:** [https://pytorch-widedeep.readthedocs.io](https://pytorch-widedeep.readthedocs.io/en/latest/index.html)
+**Documentation:** [https://pytorch-widedeep.readthedocs.io](https://pytorch-widedeep.readthedocs.io/en/master/)
 
 **Companion posts:** [infinitoml](https://jrzaurin.github.io/infinitoml/)