From a43fb4c78c24ce6211a18d6821d82c4fb6674162 Mon Sep 17 00:00:00 2001
From: cif <cif2cif@gmail.com>
Date: Mon, 7 Mar 2022 12:28:10 +0100
Subject: [PATCH] Updated references

---
 ml2/3_0_0_Intro_ML_2.ipynb |  4 ++--
 ml2/3_2_Pandas.ipynb       | 10 +++++-----
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/ml2/3_0_0_Intro_ML_2.ipynb b/ml2/3_0_0_Intro_ML_2.ipynb
index 046399d..364623b 100644
--- a/ml2/3_0_0_Intro_ML_2.ipynb
+++ b/ml2/3_0_0_Intro_ML_2.ipynb
@@ -92,7 +92,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -106,7 +106,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.1"
+   "version": "3.8.12"
   },
   "latex_envs": {
    "LaTeX_envs_menu_present": true,
diff --git a/ml2/3_2_Pandas.ipynb b/ml2/3_2_Pandas.ipynb
index f98bcd0..2ff784d 100644
--- a/ml2/3_2_Pandas.ipynb
+++ b/ml2/3_2_Pandas.ipynb
@@ -433,10 +433,10 @@
    "metadata": {},
    "source": [
     "* [Pandas](http://pandas.pydata.org/)\n",
-    "* [Learning Pandas, Michael Heydt, Packt Publishing, 2015](http://proquest.safaribooksonline.com/book/programming/python/9781783985128)\n",
-    "* [Pandas. Introduction to Data Structures](http://pandas.pydata.org/pandas-docs/stable/dsintro.html#dsintro)\n",
+    "* [Learning Pandas, Michael Heydt, Packt Publishing, 2017](https://learning.oreilly.com/library/view/learning-pandas/9781787123137/)\n",
+    "* [Pandas. Introduction to Data Structures](https://pandas.pydata.org/pandas-docs/stable/user_guide/dsintro.html)\n",
     "* [Introducing Pandas Objects](https://www.oreilly.com/learning/introducing-pandas-objects)\n",
-    "* [Boolean Operators in Pandas](http://pandas.pydata.org/pandas-docs/stable/indexing.html#boolean-operators)"
+    "* [Boolean Operators in Pandas](https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#boolean-operators)"
    ]
   },
   {
@@ -458,7 +458,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -472,7 +472,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.1"
+   "version": "3.8.12"
   },
   "latex_envs": {
    "LaTeX_envs_menu_present": true,