AI-based-sentiment-analysis

Understanding Human Sentiments using AI Based Text Analysis Techniques

Description

Creating a Web Based Dashboard to Gain Real Time Analysis on How Customers Feel About Client's Product Using Machine Learning and NLP Techniques with Data Processing on Large Dataset.

Solution

• Process large dataset and convert into a smaller dataset after cleaning and preprocessing the data to convert in to a csv file
• Read the csv dataset and use the Bag of Words Model to train a model and save into a pickle file.
• Using Pre trained models to achieve the same.
• Create a Web Scraper to scrape the data from Etsy to test the newly created model by saving the reviews/feedback into a database
• Create a Dashboard using the Dash framework to integrate the picked file and predict the sentiments of the stored data from the database.

Dashboard