User Feedback Analysis using NLP
Use Sentiment Analysis and Topic Modelling to Analyze User Reviews and Feedback about a product
14 Tutorials
0 Exercises
Intermediate Level
100% Online
Self-paced
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About this course
Contributors & Instructors
What you will learn?
Course Content
1. Introduction
3
Why User Feedback is Important
Introduction to Sentiment Analysis and NLP
Libraries and Dataset
2. Hands-on User Feedback Analysis
11
Loading the Data
Data Preprocessing
Data Cleaning
Feature Engineering
Topic Modelling using Gensim
TFIDF Vectorization
Interpreting Engineered Variables
Exploratory Data Analysis
Model Building
Feature Importances
Model Evaluation using ROC Curve
