NLP and Python Development: Basics to Advanced Applications
Unlock the power of NLP and Python to create intelligent applications and advanced machine learning models
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1,070
students
12.5 hours
content
Jul 2024
last update
$39.99
regular price
What you will learn
The fundamentals of Natural Language Processing (NLP) and its applications.
Text preprocessing techniques such as tokenization, stemming, lemmatization, and removing stopwords.
Feature extraction methods to convert text into numerical data.
How to install and set up essential NLP libraries and tools.
Practical implementation of NLP concepts through hands-on demos.
Creating a chatbot using Python, including reflection dictionaries and output verification.
Developing a GUI calculator application with Python's Tkinter library.
An introduction to machine learning, its advantages and disadvantages.
Utilizing NumPy for array creation, operations, and manipulation.
Exploring data visualization with Matplotlib and data handling with Pandas.
Supervised and unsupervised learning techniques using Scikit-Learn.
Real-world applications such as face recognition, text classification, and sentiment analysis.
6050237
udemy ID
6/30/2024
course created date
7/17/2024
course indexed date
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