POLI2300.01 Spring 2020 Introduction to Data Science (Krupenkin)

By Masha Krupenkin

This is a podcast for lectures 17-28 of Professor Masha Krupenkin's Data Science course.... more

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FAQs about POLI2300.01 Spring 2020 Introduction to Data Science (Krupenkin):

How many episodes does POLI2300.01 Spring 2020 Introduction to Data Science (Krupenkin) have?

The podcast currently has 19 episodes available.

POLI2300.01 Spring 2020 Introduction to Data Science (Krupenkin) episodes:

April 04, 2020 Federalist Papers R Demo (4/3)
Here's the R demo from the lecture on 4/3.
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35min
April 04, 2020 Discovery - Text as Data (4/3)
Today, we're going to be talking about text as data and using text analysis to determine the authorship of the disputed federalist papers.
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16min
April 02, 2020 CLT Review R Demo (4/1)
Here, we review the Law of Large Numbers and the Central Limit Theorem using an R demo
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14min
April 02, 2020 Probability III (4/1)
Today, we wrap up our probability unit by talking about conditional probability and Bayes Rule.
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33min
March 30, 2020 Probability II (3/30)
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25min
March 25, 2020 3/25 R Demo
This is the R Demo for class on 3/25. It contains an introduction to sampling in R.
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11min
March 25, 2020 Probability I (3/25)
Today, we start our probability module. We talk about random variables and the uniform, normal, and binomial distributions.
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33min
March 23, 2020 Problem Set 2 Review (3/23)
Today, we'll be going over the key to Problem Set 2. Please download the key from canvas to follow along.
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28min
March 18, 2020 Course Structure
Hi everyone! Today, I'm going to talk a bit about the course structure and expectations moving forward.
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2min

FAQs about POLI2300.01 Spring 2020 Introduction to Data Science (Krupenkin):

How many episodes does POLI2300.01 Spring 2020 Introduction to Data Science (Krupenkin) have?

The podcast currently has 19 episodes available.