The description
NLP – Natural Language Processing with Python is the name of a course on the Udemy website that teaches how to implement and manage natural language processing (NLP) with Python. In this course, you will learn how to use machine learning and the science of deep learning alongside the Spacy, NLTK, and SciKit-Learn libraries to handle natural language processing. This course will teach you all the topics you need to become an NLP expert in Python.
You will learn the basics at the start of this course and learn how to work with text and PDF files in Python. You will then learn about applications from the NLTK and Spacy libraries and use them for tokenization, analysis, and authentication. The tutor also teaches you about word component markup, which is an important part of building intelligent language systems, using Python scripts to automatically classify words.
You will also learn how to let your code understand concepts such as money, time, product, etc., and how to use the Scikit-Learn library to build machine learning systems. The course also covers advanced topics such as emotional analysis of texts and modeling and also uses deep learning to build dialogue bots.
Courses taught in this course:
- Python’s implementation and management of natural language processing
- Use machine learning and deep learning
- Using Spacy, NLTK and SciKit-Learn libraries
- Working with text and PDF files in Python
- Tokenization, decomposition and identity identification
- Labeling components of speech
- Use Python scripts to automatically classify words
- Emotional analysis of texts and modeling
- Make chat bots
Course Specifications NLP – Natural Language Processing with Python:
- English language
- Duration: 11 hours 24 minutes
- Number of lessons: 79
- Tutor: Jose Portilla
- File format: mp4
Course titles:
79 lectures 11:24:38
Introduction
4 lessons 21:58
Basics of Python text
8 lectures 01:20:00
Fundamentals of Natural Language Processing
13 lectures 01:44:26
Part of Speech Tagging and Named Entity Recognition
9 lectures 01:16:36
Text Classification
13 lectures 01:51:19
Semantics and Sentiment Analysis
8 lectures 01:04:19
Topic Modeling
9 lectures 01:07:50
Deep learning for NLP
15 lectures 02:38:11
Course prerequisites
- Understanding General Python
- Have permissions to install python packages on the computer
- Internet connection
Pictures
sample movie
Installation guide
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english subtitle
Quality: 720p
Download link
File password(s): ngaur.com
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3.95 GB