Focused on gaining interpretable insights from data. Experienced in working with large datasets and using advanced data analysis to answer complex questions with accuracy, applying sophisticated tools and techniques. Proficient in mastering new knowledge and techniques quickly. Able to understand and articulate what questions can and can’t be answered given certain data
Experienced in using statistical techniques and modeling with real-world, messy data. Able to apply sophisticated mathematics to understanding data. Proficient in the modern machine learning toolkit, including supervised and unsupervised learning techniques, and practically how to build predictive models
Articulate, insightful, and able to communicate technical procedures and results to expert and non-expert collaborators. Capable of turning a complex analysis into a compelling story so that decision-makers can move forward with an appropriate strategy. Flexible, creative, resourceful, and effective in both independent and collaborative environments
Data Science
The assumption is that some attributes like age and likelihood of diabetes are dependent on each other and this assumption helps in determining the probability of new data
Predict Entriesn_hourly i.e. number of hourly entries at the NYC Subway based on other predictor variables.
Central limit theorem
An analysis of personal activity monitoring device
Predict when the Fed will raise interest rates
Exploring renewable energies
Understanding consumer behaviour
Visualize social networking data from Facebook
How to plot the output on a map of the United States
Finding similar groups of travellers who belong to an airline’s frequent flyer program
Selecting which stocks to invest-in?
Automate the process of information retrieval
Predict how much a person earns
Predict which letter a particular image corresponds to
Why do people vote?
Developing a vandalism detector
Predict the risk of a borrower being unable to repay a loan
Predict if an inmate will violate his or her terms of parole
Predict whether a song will reach a spot in the Top 10, of the Billboard Hot 100 Chart
The Google Flu Trends project
Predict reading scores of students in the 2009 PISA exam
Study the relationship between average global temperature & several other factors