Archive
Past data science projects
Data Science Projects
A collection of data science projects from StrataScratch.
Healthcare & Insurance
- Apollo Hospitals - Hospitalization Hypothesis Testing Easy · Data Exploration
- State Farm - Agricultural Data Analysis Easy · Business Analysis
- Evolent Health - Beer Data Analysis Easy · Business Analysis
- Match - Medical Certification Changes Medium · Business Analysis
Tech & Platforms
- Meta - Rotten Tomatoes Movies Rating Prediction Medium · Classification
- Uber - Partner Business Modeling Easy · Business Analysis
- Uber - City Supply and Demand Data Analysis Easy · Business Analysis
- Uber - Will New Drivers Start Driving Medium · Classification
- Netflix - New Shows and Movies Analysis Easy · Data Exploration
- Airbnb - Market Analysis in Dublin Medium · Business Analysis
- Amazon - Image Files Processing Easy · Data Engineering
Financial Services
- Capital One - Model Building on Synthetic Dataset Easy · Regression
- Capital One - NYC Taxi Data Analysis Medium · Business Analysis
- N26 - Expenses and Income Prediction Medium · Regression
- Revolut - Fraudsters Detection Medium · Classification
- Freedom Debt Relief - Marketing Campaign Results Medium · Business Analysis
AI & ML Specific
- Neurotrade - Prediction of Stock Price Direction Hard · Classification
- PeakData - Keyword Detection on Websites Hard · NLP
- The Saas Co. - Recognizing Names Hard · NLP
- Spectrm - Chatbot Responses Hard · NLP
- Emogi - Predicting Emojis in Tweets Hard · NLP
Retail & E-commerce
- Walmart - Black Friday Purchases Analysis Medium · Business Analysis
- Allegro - Laptop Price Prediction Hard · Regression
- Starbucks - Customer Targeting Analysis Medium · Business Analysis
Other Industries
- BCG Gamma - Modelling Churn in Energy Company Hard · Classification
- WHO - Air Pollution Analysis Easy · Data Exploration
- City of Montreal - Crime Data Analysis Medium · Data Exploration
- Yulu - Demand for Electric Bicycles Easy · Business Analysis
- Pearson - Student Performance Analysis Easy · Business Analysis