Applied Analytical Programming
Offered By: YouTube
Course Description
Overview
Explore a comprehensive series of video lectures from Wake Technical Community College's Business Analytics department covering essential topics in applied analytical programming. Dive into statistical concepts such as T-Distribution, logistic regression, hypothesis testing, correlation, and probability distributions. Learn about variable types, coding techniques, data visualization, and measures of central tendency and dispersion. Gain practical knowledge in statistical error analysis, the Central Limit Theorem, and basic probability. Enhance your analytical skills through this 90-minute playlist designed for students pursuing business analytics education.
Syllabus
T-Distribution [BAS 220].
Logistic Regression [BAS 220].
Statistical Error [BAS 220].
Hypothesis Testing [BAS 220].
Correlation [BAS 220].
Discrete Distribution: Binomial [BAS 220].
Continuous Distribution: Normal [BAS 220].
Central Limit Theorem [BAS 220].
Basic Probability [BAS 220].
Variable Types [BAS 220].
Coding with Variable Types [BAS 220].
Using Graphs to Understand Data [BAS 220].
Measuring Center and Spread [BAS 220].
Taught by
Wake Tech Business Analytics
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