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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