U&P AI - Natural Language Processing (NLP) with Python

Become an NLP Engineer by creating real projects using Python, semantic search, text mining and search engines!
4.26 (1149 reviews)
Udemy
platform
English
language
Data Science
category
Abdulhadi Darwish
instructor
U&P AI - Natural Language Processing (NLP) with Python
13,901
students
6 hours
content
Dec 2020
last update
$39.99
regular price

What you will learn

Understand every detail and build real stuff in NLP

(NEW)Learn how some plugins use semantic search to generate source code

(NEW)Building your vocabulary for any NLP model

(NEW)Reducing Dimensions of your Vocabulary for Machine Learning Models

(NEW)Feature Engineering and convert text to numerical values for machine learning models

(NEW) Keyword search VS Semantic search

(NEW)Similarity between documents

(NEW)Dealing with WordNet

(NEW)Search engines under the hood

Tokenizing text data

Converting words to their base forms using stemming

Converting words to their base forms using lemmatization

Dividing text data into chunks

Dealing with corpuses

Extracting document term matrix using the Bag of Words model

Building a category predictor

Constructing a gender identifier

Building a sentiment analyzer

Topic modeling using Latent Dirichlet Allocation

Screenshots

U&P AI - Natural Language Processing (NLP) with Python - Screenshot_01U&P AI - Natural Language Processing (NLP) with Python - Screenshot_02U&P AI - Natural Language Processing (NLP) with Python - Screenshot_03U&P AI - Natural Language Processing (NLP) with Python - Screenshot_04
Related Topics
1580542
udemy ID
3/4/2018
course created date
7/3/2019
course indexed date
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