Telco Customer Churn Prediction
Telco Customer Churn Prediction

Analyzing the features of customers who churn, and also building a machine learning model to predict churn.

PythonSupervised LearningClassification
Sentiment Analysis for TripAdvisor Reviews
Sentiment Analysis for TripAdvisor Reviews

Using Natural Language Processing (NLP) to study the sentiments behind the customer reviews.

PythonSupervised LearningNLP
Social Media Ads Forecasting
Social Media Ads Forecasting

Exploratory Data Analysis (EDA) on social media ads platform and built a linear regression model to forecast sales.

PythonSupervised LearningRegression
HR Analytics Dashboard
HR Analytics Dashboard

This dashboard provides insights for HR analytics to solve problems such as employees attrition.

Google Data StudioData AnalyticsData Visualization
Cafe Recommendation System
Cafe Recommendation System

A recommendation system predicts the preference of a user and suggest relevant items to the user. This is a simple recommendation system for a cafe to suggest drinks (coffee/tea) to a customer based on their previous records.

PythonSupervised Learning
Facebook Ads Campaign Dashboard
Facebook Ads Campaign Dashboard

A dashboard for Facebook ads campaign optimization and analysis, also included Python notebook

PythonGoogle Data StudioData AnalyticsData Visualization