Tyler Himes

Data Science Portfolio

Greetings! I'm Tyler - a Data Scientist showcasing a collection of compelling projects in my portfolio. With a keen focus on driving tangible business impact, I invite you to explore my GitHub and LinkedIn profiles (or download my Resume) using the links provided below. Let's connect and delve into the world of data science!

14 minute read

The "You Are What You Eat" Customer Segmentation

In this project we use k-means clustering to segment up the customer base in order to increase business understanding and to enhance...

53 minute read

Customer Targeting Machine Learning Classification Python

Enhancing Targeting Accuracy Using ML

Our client, a grocery retailer, wants to utilize Machine Learning to reduce mailing costs and improve ROI!

36 minute read

Customer Loyalty Machine Learning Regression Python

Predicting Customer Loyalty Using ML

Our client, a grocery retailer, hired a market research consultancy to append market level customer loyalty information to the datab...

13 minute read

AB Testing Hypothesis Testing Chi-Square Python

Assessing Campaign Performance Using Chi-Square Test For Independence

In this project we apply Chi-Square Test For Independence to assess the performance of two types of mailers that were sent out to pr...

3 minute read

Python Numpy Images

Manipulating Images using only Numpy

Manipulating images can be an essential task in data science as it allows for data augmentation which can improve data accuracy by r...

8 minute read

Python Primes

Finding Prime Numbers with Python

In this post I'm going to run through a function in Python that can quickly find all the prime numbers below a given value.

Previous projects