Golden State Warriors Data Analytics Exercise
For a recent University of San Francisco MBA class, I wanted to put my students in a challenging situation where they would be forced to make difficult data science trade...
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Data Version Control: iterative machine learning
It is hardly possible in real life to develop a good machine learning model in a single pass. ML modeling is an iterative process and it is extremely important to keep tr...
Science of the Body – Different Kind of Risk Reward Analysis
I was wondering how to approach this blog when I decided to toast some raisin-bread for breakfast. Shortly after I started eating it, I began coughing. I have shared ...
Data Scientists – Are You Prepared For Your Next Interview?
You’ve perfected your CV, got great experience under your belt, maybe a PhD and can wrangle data amongst the finest but just how prepared are you for your next intervie...
DSC Webinar Series: Data Viz: Re-examining what we thought we knew
Instead of well-run experiments and real evidence, many supposed rules are based on opinion, aesthetic judgments, and incomplete or oversimplified studies. In this Data S...
Dealing With Imbalanced Datasets
Summary: Dealing with imbalanced datasets is an everyday problem. SMOTE, Synthetic Minority Oversampling TEchnique and its variants are techniques for solving this pr...
What type are you? Six Job Categories for Data Scientists
Once dubbed as the sexiest job of the 21st century by The Harvard Business Review, data scientists take pride in having adept technical skills in providing solutions to p...
Are you brave enough to change your Data Habits?
Do you often go with gut feeling rather than data and insights? Is your data stored in separate databases, in different formats with different values? We all have bad ha...
DSC Webinar Series: Case Study: Scaling Data Preparation for Faster Insights
Companies are always looking for ways to improve the way they work with data. The ability to build out a workflow, automate the data blending and preparation, and then an...
Taxonomy of 3D DataViz
Been trying to pull together a taxonomy of 3D data viz. Biggest difference is I think between allocentric (data moves) and egocentric (you move) viewpoints. The differenc...