From 08dff42af0572d15dc9bd2929721c1652d600106 Mon Sep 17 00:00:00 2001
From: Stefan Krawczyk <stefank@cs.stanford.edu>
Date: Thu, 23 Feb 2023 14:28:11 -0800
Subject: [PATCH] Hopefully fixes links for docs to build

---
 docs/talks-or-podcasts-or-blogs-or-papers.rst | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/docs/talks-or-podcasts-or-blogs-or-papers.rst b/docs/talks-or-podcasts-or-blogs-or-papers.rst
index e70a5dcf0..2ca987897 100644
--- a/docs/talks-or-podcasts-or-blogs-or-papers.rst
+++ b/docs/talks-or-podcasts-or-blogs-or-papers.rst
@@ -12,25 +12,25 @@ This page curates talks, podcasts, and blogs about Hamilton
      - Info / Links
    * - August 2022
      - Hamilton: a modular open source declarative paradigm for high level modeling of dataflows
-     - `Paper <https://cdmsworkshop.github.io/2022/Proceedings/ShortPapers/Paper6\_StefanKrawczyk.pdf>`_ at `CDMS Workshop <https://cdmsworkshop.github.io/2022/overview.html>`_ @ `VLDB2022 <https://vldb.org/2022>`_
+     - `Paper <https://cdmsworkshop.github.io/2022/Proceedings/ShortPapers/Paper6_StefanKrawczyk.pdf>`_ at `CDMS Workshop <https://cdmsworkshop.github.io/2022/overview.html>`_ @ `VLDB2022 <https://vldb.org/2022>`_
    * - July 2022
      - Hamilton: A Python Micro-Framework for Data / Feature Engineering @MLOPs World Bay Area
-     - `Slides <https://github.com/skrawcz/talks/files/9213924/Hamilton\_.A.Python.Micro-Framework.for.Data.\_.Feature.Engineering.pdf>`_
+     - `Slides <https://github.com/skrawcz/talks/files/9213924/Hamilton_.A.Python.Micro-Framework.for.Data._.Feature.Engineering.pdf>`_
    * - July 2022
      - Tidy Production Pandas with Hamilton
-     - `Blog Post <https://towardsdatascience.com/tidy-production-pandas-with-hamilton-3b759a2bf562>`__
+     - `Blog Post <https://towardsdatascience.com/tidy-production-pandas-with-hamilton-3b759a2bf562>`_
    * - June 2022
      - Developing Scalable Feature Engineering DAGs with Metaflow & Hamilton
-     - `Blog post <https://outerbounds.com/blog/developing-scalable-feature-engineering-dags>`__
+     - `Blog post <https://outerbounds.com/blog/developing-scalable-feature-engineering-dags>`_
    * - May 2022
      - How to iterate with Hamilton in a Notebook
-     - `Blog post <https://towardsdatascience.com/how-to-iterate-with-hamilton-in-a-notebook-8ec0f85851ed>`__
+     - `Blog post <https://towardsdatascience.com/how-to-iterate-with-hamilton-in-a-notebook-8ec0f85851ed>`_
    * - May 2022
      - How to Use Hamilton with Pandas in 5 minutes
-     - `Blog post <https://medium.com/@stefan.krawczyk/how-to-use-hamilton-with-pandas-in-5-minutes-89f63e5af8f5>`__
+     - `Blog post <https://medium.com/@stefan.krawczyk/how-to-use-hamilton-with-pandas-in-5-minutes-89f63e5af8f5>`_
    * - May 2022
      - Hamilton: a python micro-framework for data/feature engineering at Stitch Fix
-     - `Youtube video <https://www.youtube.com/watch?v=PDGIt37dov8\&ab\_channel=AICamp>`_
+     - `AICamp youtube video <https://www.youtube.com/watch?v=PDGIt37dov8&ab_channel=AICamp>`_
    * - March 2022
      - Functions and DAGs: Hamilton, a General Purpose Micro-Framework for Pandas Dataframe Generation
      - `Blog post <https://towardsdatascience.com/functions-dags-introducing-hamilton-a-microframework-for-dataframe-generation-more-8e34b84efc1d>`__
@@ -42,7 +42,7 @@ This page curates talks, podcasts, and blogs about Hamilton
      - Blog post on Hamilton origins. `Blog post <https://multithreaded.stitchfix.com/blog/2021/10/14/functions-dags-hamilton>`_
    * - April 2021
      - Hamilton: a Micro Framework for Creating Dataframes @ applyconf
-     - 10 minute lightning talk on Hamilton `Youtube video <https://www.youtube.com/watch?v=B5Zp\_30Knoo>`_
+     - 10 minute lightning talk on Hamilton `Applyconf youtube video <https://www.youtube.com/watch?v=B5Zp_30Knoo>`_
 
 Slides
 ------