Starbucks Capstone Project

The capstone project for Udacity’s Data Scientist Nanodegree Program

Project Overview

Problem Statement

Dataset Description

Exploratory Data Analysis ( EDA )

1. Portfolio Dataset

Offer Categories Distribution
Offer Duration Distribution
Reward Amounts Distribution

2. Profile Dataset

Gender Distribution
Age Distribution

3. Transcript Dataset:

Class Labels
Gender Distribution in Age groups

Data Preprocessing

1. Portfolio Dataset

2. Profile Dataset

3. Transcript Dataset

4. Final Merged Dataset

Feature Engineering

Data Modeling

Evaluation Metric

Model Parameters

Model Parameters

Model Evaluation Results

Model Results

Conclusions

Improvements

Reflections

Data Science Learner and Enthusaist.

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