Izhar-Ul-Haq/Natural-language-processing

About

This repository is a related to all about Natural Langauge Processing - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python)

                          https://coursesteach.com/
                          https://coursesteach.com/course/view.php?id=46

Module 01 - Natural Language Processing with Classification and Vector Spaces

Week 1-** Sentiment Analysis using Logistic Regression**

• Preprocessing_Aassignment_1.ipynb
• Lab#1:Visualizing word frequencies
• Lab 2:Visualizing tweets and the Logistic Regression model
• Assignmen:Sentiment analysis with logistic Regression

Week 2-** Sentiment Analysis using Naive Bayes**

• Lab1-Visualizing Naive Bayes
• Assignment_2_Naive_Bayes

Week 3 - Vector Space Model

• Lab1_Linear_algebra_in_Python_with_Numpy.ipynb
• Lab:2_Manipulating word embeddings

Week 4 - Machine Translation and Document Search

• Lab1 Rotation matrices R2
• Lab2:Hash tables

Week - Building Chatbots in Python

• Building Chatbots in Python