EPISODE · Aug 17, 2021 · 29 MIN
How Computer Science & Statistics Fundamentals Can Advance Data Science in 2021 (Chris Volinsky, AVP Data Science & AI Research, AT&T)
from Data Science Leaders
Computer scientists can be fearless, pushing the limits of computational power and the scale of data we can analyze. On the flipside, statisticians can be intensely skeptical, always measuring error and bringing a critical perspective.According to Chris Volinsky, AVP - Data Science & AI Research at AT&T, it’s these two schools of thought that combine to make data science such a powerful function in business.In this episode, Chris shares his thoughts on how computer science and statistics fundamentals can help us continue to push data science forward. Plus, he offers advice on how to conduct all-important exploratory data analysis (EDA) effectively.We discuss:- How computer scientists influenced data science- What statistical thought brings to the equation- Tips and tricks for doing EDA rightTune in on Apple Podcasts, Spotify, our website, or wherever you listen to podcasts. Can’t see the links above? Just visit domino.buzz/podcast for helpful links from each episode.
What this episode covers
Computer scientists can be fearless, pushing the limits of computational power and the scale of data we can analyze. On the flipside, statisticians can be intensely skeptical, always measuring error and bringing a critical perspective.According to Chris Volinsky, AVP - Data Science & AI Research at AT&T, it’s these two schools of thought that combine to make data science such a powerful function in business.In this episode, Chris shares his thoughts on how computer science and statistics fundamentals can help us continue to push data science forward. Plus, he offers advice on how to conduct all-important exploratory data analysis (EDA) effectively.We discuss:- How computer scientists influenced data science- What statistical thought brings to the equation- Tips and tricks for doing EDA rightTune in on Apple Podcasts, Spotify, our website, or wherever you listen to podcasts. Can’t see the links above? Just visit domino.buzz/podcast for helpful links from each episode.
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How Computer Science & Statistics Fundamentals Can Advance Data Science in 2021 (Chris Volinsky, AVP Data Science & AI Research, AT&T)
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