Udemy – NLP – Natural Language Processing with Python 2019-1

Description

NLP - Natural Language Processing with Python is the name of a training course on the Udemy website that teaches how to run and manage natural language processing (NLP) with Python. During this course you will learn how to use machine learning and deep learning alongside the Spacy, NLTK and SciKit-Learn libraries to manage natural language processing. In this course you will be taught all the topics needed to become an NLP expert in Python.

At the beginning of this course you will learn the basics and how to work with text and PDF files in Python. Here's how to put one together for use with your NLTK and Spacy libraries. The instructor also teaches you how to tag word components, which is an important part of building intelligent language systems, and uses Python scripts to automatically categorize words.

You will also learn how to let your code understand concepts such as money, time, product, etc., and use the Scikit-Learn library to build machine learning systems. The course also covers advanced topics such as emotional text analysis and modeling, and uses in-depth learning to build conversational robots.

Items that are taught in this course

Execute and manage natural language processing by Python

Use machine learning and deep learning

Using the Spacy, NLTK and SciKit-Learn libraries

Work with text and PDF files in Python

Tokenization, decomposition, and identification

Labeling of word components

Use Python scripts to automatically categorize words

Emotional analysis of texts and modeling

Build chat bots

NLP course specifications - Natural Language Processing with Python

English language

Duration: 11 hours and 24 minutes

Number of courses: 79

Instructor: Jose Portilla

File format: mp4

Topics

79 lectures 11:24:38

Introduction 4 lectures 21:58

Python Text Basics 8 lectures 01:20:00

Natural Language Processing Basics 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

Prerequisite

Understand general Python

Have permissions to install python packages onto computer

Internet connection

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p