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NLP in Python Natural Language Course

Course Reviews

Track :

Programming

Lessons no : 22

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What will you learn in this course?
  • Develop Python scripts for natural language processing using NLTK and other libraries
  • Implement text preprocessing techniques like tokenization, stemming, and lemmatization in Python
  • Analyze and extract meaningful insights from textual data using NLP algorithms and Python tools
  • Build sentiment analysis models to classify emotions and opinions in text data
  • Apply part-of-speech tagging and named entity recognition for advanced text analysis
  • Create language models and perform text classification with Python NLP libraries
  • Utilize Python to clean, organize, and visualize large-scale textual datasets
  • Develop chatbots and conversational agents using NLP techniques in Python
  • Implement keyword extraction and topic modeling for effective information retrieval
  • Optimize NLP workflows for real-world applications like sentiment analysis and text summarization

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Lessons | 22
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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NLP in Python Natural Language 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 .