[ FreeCourseWeb ] Udemy - U&P AI - Natural Language Processing (NLP) with Python

[ FreeCourseWeb.com ] U&P AI - Natural Language Processing (NLP) with Python

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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + .srt | Duration: 71 lectures (5 hour, 49 mins) | Size: 1.2 GB
Become an NLP Engineer by creating real projects using Python, semantic search, text mining and search engines!
What you'll learn

Understand every detail and build real stuff in NLP
(NEW)Learn how some plugins use semantic search to generate source code
(NEW)Building your vocabulary for any NLP model
(NEW)Reducing Dimensions of your Vocabulary for Machine Learning Models
(NEW)Feature Engineering and convert text to numerical values for machine learning models
(NEW) Keyword search VS Semantic search
(NEW)Similarity between documents
(NEW)Dealing with WordNet
(NEW)Search engines under the hood
Tokenizing text data
Converting words to their base forms using stemming
Converting words to their base forms using lemmatization
Dividing text data into chunks
Dealing with corpuses
Extracting document term matrix using the Bag of Words model
Building a category predictor
Constructing a gender identifier
Building a sentiment analyzer
Topic modeling using Latent Dirichlet Allocation

Requirements

A little bit of python

Use Winrar to Extract. And use a shorter path when extracting, such as C: drive

ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)

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