“The goal is to turn data into information and information into insight.”
- Carly Fiorina, former CEO, Hewlett Packard (HP).
As a Data Science learner, I translate data into valuable and comprehensible insights.Getting insights out of data is something that I really like. Data visualization and machine learning are some techniques that I use to achieve this. I am a strong believer of Open Source. I use Python, PostgreSQL for my projects.
Built a logistic regression model to find most promising leads for an educational company.
Built an clustering model (KMeans & Hierarchical) to find out cluster of countries in dire need of NGO's help.
Built Linear Regression to both predict and understand how different variables affect the number of users.
Focused mainly on identifying & in understanding the driving factors behind loan default. Thus, helping in predicting loan defaulter.