Data Science Portfolio

This repo contains data science projects that I have completed whilst learning and developing my skills. These projects are presented in iPython Notebook form.

Contents

• Full Portfolio Projects

  Here are my fully developed portfolio projects to display my skills and ability. Please feel free to take a look.

  • Natural Language Processing
    • Sentiment Analysis using NLTK
  • Regression
    • Regression Model for Daegu Housing Prices
  • Classification
    • Classifier Models for Predicting Employee Churn

• Micro Projects

  Here are a selection of micro projects that I've created. They are not executed to the same extent as my full portfolio projects, but still contain some interesting skills and insights. Note: They won't be as true a reflection of my ability as the full portfolio.

  • Natural Language Processing
    • Using Natural Language Processing with Spam Detection
  • Deep Learning
    • Using TensorFlow to Classify Handwritten Digits
  • Regression
    • Linear Regression Model for Ecommerce Dataset
  • Classification
    • Classifier Model for Breast Cancer Data
    • Classifier Model for Iris Dataset