How Companies Group Customers — A Data Science Project
The 16-session plan
Understand the dataset
Understand the dataset, the meaning of the variables present in the data, sign up for Google Colab and Kaggle, familiarize with Python, clustering problems, categorical vs numerical variables, discrete vs continuous variables
Exploratory data analysis
Exploratory data analysis, visualization, feature correlation, feature distribution, data spliting, concept of train-validate-test, Kfold cross validation
Handling missing data and outliers
Handling missing data and outliers, boxplots, feature transformation, correlations, PCA, t-SNE
K-means clustering
Frequently asked questions
Who is this project a great fit for?+
BlueRobins projects are designed for curious students in Grades 3-12 who want to build. No prior experience is needed — mentors start wherever your child is and grow the challenge as they grow.
What does a typical session look like?+
Your child meets 1-on-1 with their mentor every week over Google Meet. Programs run 16 sessions of 45 minutes each. Sessions are hands-on from minute one — building, designing, coding, writing, experimenting — with the mentor coaching live, asking great questions, and unlocking the next step.
What will my child build by the end?+
A finished project they're proud of and can show the world. Across 16 sessions, your child turns an ambitious idea into a working app, prototype, research write-up, portfolio, or published artifact. Every student finishes with a completion certificate signed by their mentor.
Why a free trial first?+
So your child can meet their mentor, get a feel for the project, and leave the call excited. The trial is a complimentary 1-on-1 free trial session — no credit card needed. After the trial, you decide if it's the right fit. Most families know within the first 15 minutes.