#42 Full Stack Data Science
DataFramed
English - October 01, 2018 00:00 - 50 minutes - 23.3 MB - ★★★★★ - 237 ratingsTechnology Education How To data science data literacy learning and development artificial intelligence machine learning Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Hugo speaks with Vicki Boykis about what full-stack end-to-end data science actually is, how it works in a consulting setting across various industries and why it’s so important in developing modern data-driven solutions to business problems. Vicki is a full-stack data scientist and senior manager at CapTech Consulting, working on projects in machine learning and data engineering. They'll also discuss the increasing adoption of data science in the cloud technologies and associated pitfalls, along with how to equip businesses with the skills to maintain the data products you developed for them. All this and more: Hugo is pumped!
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 SEGMENTS
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 at ~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.