Podcast
Episode 42
Full Stack Data Science (with Vicki Boykis)
October 1st, 2018
learning data science
+5Hugo speaks with Vicki Boykis about what full-stack end-to-end data science actually is and how it works in a consulting setting across various industries.
About Vicki Boykis
Vicki Boykis is a senior manager at CapTech Consulting, working on projects in machine learning and data engineering. She has a BS in Economics from Penn State and an MBA from Temple University. In her free time, she enjoys blogging, reading, chasing her toddler, and purchasing Adidas footwear. Follow her on Twitter @vboykis or check out her blog!
Links from the show
FROM THE INTERVIEW
- Vicki's Tech Blog
- Vicki on Twitter
- CapTech Consulting
- Vicki's Tweet about Programming
- Building a Twitter art bot with Python, AWS, and socialist realism art
FROM THE SEGMENT
Data Science Best Practices (with Ben Skrainka~15:00)
- Cross-industry standard process for data mining
- Fundamentals of Machine Learning for Predictive Data Analytics
Statistical Lesson of the Week (with Emily Robinson~32:05)
- Sex Bias in Graduate Admissions: Data from Berkeley (Bickel et al., Science, 1975)
- Time Series Analysis Tutorial with Python
Original music and sounds by The Sticks.
