From 7ecea5343e9d7dc47b98cfd0e95ff1d4ac6d97c6 Mon Sep 17 00:00:00 2001 From: cif Date: Mon, 2 Mar 2026 17:44:01 +0100 Subject: [PATCH] Updated to Pandas 3.X and corrected typos --- ml2/3_0_0_Intro_ML_2.ipynb | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/ml2/3_0_0_Intro_ML_2.ipynb b/ml2/3_0_0_Intro_ML_2.ipynb index 0704411..9c9f767 100644 --- a/ml2/3_0_0_Intro_ML_2.ipynb +++ b/ml2/3_0_0_Intro_ML_2.ipynb @@ -27,17 +27,17 @@ "source": [ "# Introduction to Machine Learning II\n", " \n", - "In this lab session, we will go deeper in some aspects that were introduced in the previous session. This time we will delve into a little bit more detail about reading datasets, analyzing data and selecting features. In addition, we will explore the machine learning algorithm SVM in a binary classification problem provided by the Titanic dataset.\n", + "In this lab session, we will go deeper into the aspects introduced in the previous session. This time, we will delve a bit more deeply into reading datasets, analyzing data, and selecting features. In addition, we will explore the SVM machine learning algorithm on a binary classification problem using the Titanic dataset.\n", "\n", "# Objectives\n", "\n", - "In this lecture we are going to introduce some more details about machine learning aspects. \n", + "In this lecture, we will introduce more details about machine learning. \n", "\n", "The main objectives of this session are:\n", "* Learn how to read data from a file or URL with pandas\n", "* Learn how to use the pandas DataFrame data structure\n", "* Learn how to select features\n", - "* Understand better and SVM machine learning algorithm" + "* Understand better the SVM machine learning algorithm" ] }, { @@ -82,7 +82,7 @@ "metadata": {}, "source": [ "## Licence\n", - "The notebook is freely licensed under under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n", + "The notebook is freely licensed under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n", "\n", "© Carlos A. Iglesias, Universidad Politécnica de Madrid." ] @@ -104,7 +104,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.12.2" }, "latex_envs": { "LaTeX_envs_menu_present": true, @@ -125,5 +125,5 @@ } }, "nbformat": 4, - "nbformat_minor": 1 + "nbformat_minor": 4 }