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   4.6  40 reviews on Udemy

A Complete Natural Language Processing Beginner Masterclass™

Learn Core NLP Theory. Projects: Sentiment Analysis, Fake News Detector, Topic Models, LSTMs, Speech Recognition & More!
Course from Udemy
 535 students enrolled
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Sentiment Analysis on Steam Video Game reviews.
Make your own product recommendation system.
Google Colab Cloud-Based Notebooks for using Python: to be up-to-date with what's being used in the Data Science world 2020!
Convert Speech To Text
Create a Fake News Detector with Deep Learning
Make Classifiers for Text Analysis.
Get comfortable using Python for NLP applications
Machine Learning for Language Applications
A good foundation in Linguistics to help learn NLP concepts.
Machine Learning Modelling Techniques
Deep Learning: Neural Networks, RNN, LSTM
Perform Speech Recognition
Create Chatbots

This course takes you from a beginner level to being able to understand NLP concepts, linguistic theory, and then practice these basic theories using Python - with very simple examples as you code along with me.

If you are new to Python or any computer programming, the course instructions make it easy for you to code together with me. I explain code line by line.

The gentle pace takes you gradually from these basics of NLP foundation to being able to understand Mathematical & Linguistic (English-Language based, Non-Mathematical) theories of Deep Learning.

Natural Language Processing Foundation

  • Linguistics & Semantics - study the background theory on natural language to better understand the Computer Science applications

  • Pre-processing Data (cleaning)

  • Regex, Tokenization, Stemming, Lemmatization

  • Part-of-Speech Tagging

The topics outlined below are taught using practical Python projects! 

  • Text Classification & Sentiment Analysis

  • Unsupervised Sentiment Analysis

  • Topic Modelling

  • Word Embedding with Deep Learning Models

  • LSTM using TensorFlow, Keras Sequence Model

  • Speech Recognition

  • Convert Speech to Text



A Complete Natural Language Processing Beginner Masterclass™
$ 109.99
per course
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