Topic Modeling for Sustainable Fashion Brand's Social Media
Overview
What this challenge is about.
Analyze 50,000 social media posts with topic modeling, identify 5-10 themes, and write a data-driven strategy memo. Earn a verifiable certificate.
The scenario
EcoWear is a mid-sized sustainable fashion brand based in London, with a strong online community. They are active on Twitter and Instagram but lack a systematic understanding of what their audience cares about.
The Brief
What you'll do, and what you'll demonstrate.
What are the key topics in EcoWear's social media mentions, and how can they inform content strategy?
Earning criteria — what you'll demonstrate
- Apply unsupervised topic modeling techniques (LDA or BERTopic) to a real-world text corpus
- Evaluate topic coherence and interpret results
- Translate quantitative findings into qualitative business insights
- Communicate complex analytical results to a non-technical audience
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Aligned coursework coming soon.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
- Topic Modeling
Apply topic modeling to solve real industry problems and demonstrate production-level capability.
- Text Mining
Apply text mining to solve real industry problems and demonstrate production-level capability.
- Lda
Apply lda to solve real industry problems and demonstrate production-level capability.
- Python
Write clean, efficient Python for data processing, automation, and backend services.
- Data Visualization
Transform complex data into clear, insightful visual representations.
Careers
Career paths this challenge builds toward
Completing this challenge demonstrates skills that transfer directly to these roles: