{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "
Programming & Data Analytics & AI 1 2026/2027
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Sant'Anna School of Advanced Studies, Pisa, Italy
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\"L'EMbeDS\"
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Course responsible
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Andrea Vandin a.vandin@santannapisa.it
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Lectures 6 and 7: Course closing
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from IPython.display import Image, display\n", "url_github_repo=\"https://github.com/EMbeDS-education/ComputingDataAnalysisModeling20252026/raw/main/PDAI/\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# What have we learned?" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 700 } }, "output_type": "display_data" } ], "source": [ "img=Image(url_github_repo+'jupyter/jupyterNotebooks/images/lastKahootMeme.JPG',width=700)\n", "display(img)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We managed to \n", "* Cover all topics\n", "* Give applications\n", "* Let you improve and monitor your learning process using online platforms\n", " * Assignments\n", " * Kahoot quizzes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# The final exam" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__The exam__\n", "* The exam is an oral examination with me\n", "* We will do it remotely using WebEx\n", "* The oral examination will start discussing some of the solutions you gave to the assignments, \n", " * From there we might ask you additional questions about topics covered in the course \n", " * __Therefore you should complete the assignments!__\n", "\n", "__Who is interested in the exam?__\n", "* Book a time slot for the exam in the Google sheet below\n", " * Do it now if you have not done it yet\n", " * No free slots? Please send us an email.\n", "* On the day and time of your exam \n", " - Follow this link to Andrea Vandin's WebEx virtual room: https://santannapisa.webex.com/meet/a.vandin\n", " - We have a tight schedule. __Be there on time!__" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "https://docs.google.com/spreadsheets/d/1zULREhC0WVGLCzJglcY-YsmRLpOzih0SBIapS402ljw/edit?usp=sharing\n" ] }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import IFrame\n", "google_doc_exam=\"https://docs.google.com/spreadsheets/d/1zULREhC0WVGLCzJglcY-YsmRLpOzih0SBIapS402ljw/edit?usp=sharing\"\n", "print(google_doc_exam)\n", "IFrame(google_doc_exam, 1000, 700)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Closing remarks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Thank you for your participation to this first module\n", "- We managed to cover all planned topics\n", "- We hope to \n", " - Have managed to instill in you a greater respect towards \n", " - the _art of programming_, and \n", " - a number of _general rules_ and _best practices_ to follow to get good-quality software\n", " - Have made this course interesting and entertaining\n", " - Get feedback from you on how to improve the course.\n", "\n", "> We hope to see you at M2 in next semester or in future editions of it. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "> __The party is not over yet__\n", ">\n", "> __Let's move to the Numpy_Pandas notebook__" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.0" }, "toc-autonumbering": true, "toc-showcode": false, "toc-showmarkdowntxt": false }, "nbformat": 4, "nbformat_minor": 4 }