The first step in any data cleaning process is to understand the structure and quality of the source data. For a sales forecasting project, the key datasets would be historical…
In 2015, a group of Computer Science students created an iOS app called MediBuddy as their capstone project. The app helps connect patients with volunteer drivers who can provide non-emergency…
First, you’ll want to design a compelling presentation structure to guide your audience through your key ideas in a logical flow. A standard structure includes an introduction, body, and conclusion…
One of the major challenges will be obtaining consent from single parents to have their children participate. Parents may be hesitant to have their children discuss private matters like self-esteem,…
One of the most important aspects of any data science or machine learning project is understanding the target users and ensuring the project delivers value for them. Gaining insights into…
Bitbucket is a code hosting platform owned by Atlassian that is very similar to GitHub but with some different features and pricing models. Some key points about Bitbucket: It supports…
Develop a project that solves an important problem or meets a significant need. Conduct user and stakeholder research to deeply understand the challenges, pain points or unmet demands. Seek to…
Academic journals: Peer-reviewed academic journals are a great place to find in-depth, authoritative research on nearly any topic. Some top-tier journals to consider include journals published by academic publishers like…
Permutation feature importance works by measuring how a model’s ability to correctly predict target variables declines when the values of a particular feature are randomly shuffled or permuted. This technique…
One of the major challenges is adapting existing processes and procedures to work with the new online system. Capstone projects are usually overseen using traditional human-centric and manual methods like…
Alma Torres