This repository contains a series of projects that were completed in order to practice and apply the skills covered in-class.
Unit Projects
At the end of each Unit, we worked on short structured projects. These activities tested our understanding of the unit’s most important concepts with in-class practice and instructor support.
Final Project
We also completed a final project, which asked us to apply our skills to a real-world or business problem of our choice.
The capstone was an opportunity for us to demonstrate our new skills and tackled a pressing issue relevant to our life, industry, or organization. We created a hypothesis, analyzed internal data, and generated a working model, prototype, solution, or recommendation.
Final project deliverables included:
- Proposal: Describe the chosen problem and identify relevant data sets (confirming access, as needed).
- Brief: Share a summary of the initial analysis and next steps with the instructional team.
- Report: Submit a cleanly formatted Jupyter Notebook (or other files) documenting the code and process for technical/peer stakeholders.
- Presentation: Present a summary of the business problem, approach, and recommendation to an audience of non-technical executive stakeholders.
Project Breakdown
Project 1: Python Technical Code Challenges
Project 2: Exploratory Data Analysis
Project 3: Modeling Practice
Project 4: Final Project
- Part 1: Proposal + Dataset
- Part 2: Initial EDA Brief
- Part 3: Technical Report
- Part 4: Presentation