Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Reasoning with Data

via YouTube

Overview

Explore fundamental concepts in data analysis and mathematical reasoning in this 90-minute lecture. Delve into convex regions and convex hulls, understand the intricacies of polls and bias, and master the calculation of expected value. Gain insights into compound interest and exponential functions, while also learning about linear functions and their applications. Discover the power of logarithms, from basic introduction to advanced rules and combinations with exponents. Examine the concept of compactness through Polsby-Popper and Schwartzberg methods. Apply your newfound knowledge to real-world scenarios, such as analyzing expected profit in Sam's Ski Shop case study.

Syllabus

Convex regions and convex hulls.
Polls and Bias.
Expected Value.
Compound Interest.
Exponential Fns (and Linear Fns).
Logarithms: Introduction.
Combining Logs and Exponents.
Log Rules.
Compactness: Polsby-Popper vs. Schwartzberg.
Sam’s Ski Shop and Expected Profit.

Taught by

Linda Green

Reviews

Start your review of Reasoning with Data

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.