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Feature Evaluation | Natural Language Processing with Python and NLTK

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Lessons List | 22 Lesson
Introduction to NLP | Natural Language Processing with Python and NLTK
00:04:09

Introduction to NLP | Natural Language Processing with Python and NLTK
NLTK Introduction | Natural Language Processing with Python and NLTK
00:09:57

NLTK Introduction | Natural Language Processing with Python and NLTK
Structured vs Unstructured data | Natural Language Processing with Python and NLTK
00:03:53

Structured vs Unstructured data | Natural Language Processing with Python and NLTK
Reading Text Data | Natural Language Processing with Python and NLTK
00:13:37

Reading Text Data | Natural Language Processing with Python and NLTK
Exploring the data | Natural Language Processing with Python and NLTK
00:08:14

Exploring the data | Natural Language Processing with Python and NLTK
NLP Pipeline for Text data | Natural Language Processing with Python and NLTK
00:09:15

NLP Pipeline for Text data | Natural Language Processing with Python and NLTK
Removing Punctuation | Pre processing | Natural Language Processing with Python and NLTK
00:11:55

Removing Punctuation | Pre processing | Natural Language Processing with Python and NLTK
Tokenization | Natural Language Processing with Python and NLTK
00:03:47

Tokenization | Natural Language Processing with Python and NLTK
Removing stop words | Natural Language Processing with Python and NLTK
00:05:01

Removing stop words | Natural Language Processing with Python and NLTK
Stemming | Natural Language Processing with Python and NLTK
00:05:22

Stemming | Natural Language Processing with Python and NLTK
Porter Stemmer in Python | Natural Language Processing with Python and NLTK
00:11:16

Porter Stemmer in Python | Natural Language Processing with Python and NLTK
Lemmatization in Python | Natural Language Processing with Python and NLTK
00:03:02

Lemmatization in Python | Natural Language Processing with Python and NLTK
WordNet Lemmatizer in NLTK python | Natural Language Processing with Python and NLTK
00:12:55

WordNet Lemmatizer in NLTK python | Natural Language Processing with Python and NLTK
Vectorization in Python | Natural Language Processing with Python and NLTK
00:05:48

Vectorization in Python | Natural Language Processing with Python and NLTK
Count Vectorization in Python | CountVectorizer | Natural Language Processing with Python and NLTK
00:14:24

Count Vectorization in Python | CountVectorizer | Natural Language Processing with Python and NLTK
N Grams Natural Language Processing | N Gram NLP | Natural Language Processing with Python and NLTK
00:10:00

N Grams Natural Language Processing | N Gram NLP | Natural Language Processing with Python and NLTK
TF IDF Vectorizer Python | Natural Language Processing with Python and NLTK
00:11:10

TF IDF Vectorizer Python | Natural Language Processing with Python and NLTK
Feature Engineering | Natural Language Processing with Python and NLTK
00:04:51

Feature Engineering | Natural Language Processing with Python and NLTK
Feature Engineering Feature Creation | Natural Language Processing with Python and NLTK
00:06:34

Feature Engineering Feature Creation | Natural Language Processing with Python and NLTK
Feature Evaluation | Natural Language Processing with Python and NLTK
00:07:21

Feature Evaluation | Natural Language Processing with Python and NLTK
Power Transformations | Box Cox Transformation | Tukey Transformation
00:11:30

Power Transformations | Box Cox Transformation | Tukey Transformation
Evaluation Metrics Accuracy Precision and Recall | NLP NLTK
00:09:51

Evaluation Metrics Accuracy Precision and Recall | NLP NLTK

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Course Description

Natural language processing (NLP) is a field that focuses on making natural human language usable by computer programs. NLTK, or Natural Language Toolkit, is a Python package that you can use for NLP. A lot of the data .
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