mirror of
https://github.com/gsi-upm/sitc
synced 2024-11-14 02:32:27 +00:00
93 lines
2.3 KiB
Plaintext
93 lines
2.3 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"![](images/EscUpmPolit_p.gif \"UPM\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Course Notes for Learning Intelligent Systems"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Department of Telematic Engineering Systems, Universidad Politécnica de Madrid, © 2016 Carlos A. Iglesias"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Introduction to Natural Language Processing\n",
|
|
" \n",
|
|
"In this lab session, we are going to learn how to analyze texts and apply machine learning techniques on textual data sources.\n",
|
|
"\n",
|
|
"# Objectives\n",
|
|
"\n",
|
|
"The main objectives of this session are:\n",
|
|
"* Learn how to obtain lexical, syntactic and semantic features from texts\n",
|
|
"* Learn to use some libraries, such as NLTK, Scikit-learn and gensim for NLP"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"# Table of Contents"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"1. [Home](4_0_Intro_NLP.ipynb)\n",
|
|
"1. [Lexical processing](4_1_Lexical_Processing.ipynb)\n",
|
|
"1. [Syntactic processing](4_2_Syntactic_Processing.ipynb)\n",
|
|
"2. [Vector representation](4_3_Vector_Representation.ipynb)\n",
|
|
"3. [Classification](4_4_Classification.ipynb)\n",
|
|
"1. [Semantic models](4_5_Semantic_Models.ipynb)\n",
|
|
"1. [Combining features](4_6_Combining_Features.ipynb)\n",
|
|
"5. [Exercises](4_7_Exercises.ipynb)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"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",
|
|
"\n",
|
|
"© 2016 Carlos A. Iglesias, Universidad Politécnica de Madrid."
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"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": "3.5.1"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 0
|
|
}
|