Data Science 4 All / DS4A

Apprenticeship

Fellow

Completed a highly selective Data Science Fellowship at a LinkedIn Top 10 Startup (2022) with an acceptance rate under 3%, graduating with honors. Learning was facilitated through real-world business data cases and a capstone project.

About

Correlation One is a company focused on democratizing access to essential digital and data literacy skills, with a mission to help individuals thrive in the AI-driven economy. Through tailored workforce training programs, it bridges critical skills gaps for organizations, fostering both talent growth and career mobility. Their initiatives span across 20 countries and have empowered tens of thousands of learners. Correlation One partners with major organizations like Amazon and the U.S. Department of Defense to close digital and technology skill gaps.

The Data Science for All (DS4A) program by Correlation One aims to create equitable opportunities in data science by providing free, accessible education to underrepresented individuals. It focuses on offering specialized training to enhance participants' skills and prepare them for roles in the data science field. DS4A also partners with organizations to support diversity and inclusion efforts in the workforce.

Skills learned and Hands-on training in:

Data curation
Data cleaning
Exploratory data analysis
Data wrangling
Feature engineering
A/B testing
Statistical test/analysis
- T-tests, chi-squared, linear regression, contingency tables
Data Visualization

Programming: Python, SQL, R

Libraries/Tools: Pandas, NumPy, Jupyter, Tableau, Microsoft Excel and Power BI

Capstone project: To Sequel or Not to Sequel - Analyzing Sequel Profitability

Collaborated with a team of five to analyze and identify the financial benefit of creating movie sequels and the contributing factors to a successful sequel. Visit Tableau dashboard here.