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365 Careers. (2018). Statistics for data science and business analysis. Packt Publishing.
Watch Chapter 4: Measures of Central Tendency, Asymmetry, and Variability.
This video describes the different measures of central tendency, measuring skewness, calculating variance, standard deviation, and the correlation coefficient.
Watch Chapter 5: Practical Example: Descriptive Statistics.
This video details a practical example of descriptive statistics.
RapidMiner, Inc. (2021). RapidMiner educational license program. RapidMiner, Inc. This web page provides access to registration and downloads for a 1-year renewable educational license for RapidMiner Studio. Students must apply using their NCU email address and follow instructions sent to them via email.
365 Careers. (2018). R Programming for statistics and data science. Packt Publishing.
Watch Chapter 1: Introduction and Getting Started.
This video demonstrates how to download and install R and R Studio, how to install packages, how to maintain those packages use the library, and navigate the graphical user interface.
Fandango, A., Idris, I., & Navlani. A. (2021). Python data analysis (3rd ed.). Packt Publishing. Read all sections between Statistics and Summary
These sections describe different statistic principles, including central tendency, dispersion, skewness, kurtosis, and more.