Convex Optimization - Final Project

Description

This repo contains a sentiment analysis project using Support Vector Classifier and NLTK.

Directory Structure

├── data/
│   ├── 
│   └── 
├── figures/
├── images/
├── models/
├── notebooks/
│   └── Amazon Sentiment Analysis.ipynb
├── src/
│   └── 
├── test/
│   └── 
└── README.md

Links

To get the data please refer to Amazon Reviews: Unlocked Mobile Phones https://www.kaggle.com/PromptCloudHQ/amazon-reviews-unlocked-mobile-phones

List of tasks

• Exploratory Data Analysis and modeling:
  • Generate Bag of Words
  • Balance dataset
  • Hyperparameter tunning.
• Export dependencies requirements.txt
• Create REST API that receives the JSON located in test/api_test.json and returns the prediction probability.
• Deploy the model.

Contact 📫

E-Mail: adrian.ramos@iteso.mx / ing.adrian.ramos@outlook.com / adrian.ramos.ds@gmail.com

LinkedIn: adrianramosds