STAT401 (4 credit), Data Analysis STAT401 Fall 2024 (4 credit) (5 students) **Undergraduate Class & Lab https://www.claflin.edu/ Claflin University, Orangeburg, South Carolina, United States of America. https://www.claflin.edu/academics-research/schools-departments/school-of-natural-sciences-and-mathematics/department-of-mathematics-computer-science/computer-science
August 9 2023.
This is the class content for STAT401. The GitHub link is here
Data analysis: https://youtu.be/WIvehDeVRak
T Test: https://youtu.be/sIpMsN90Dt8
Analysis of Variance (ANOVA): https://youtu.be/Z-S4CfsRHA0
Correlation: https://youtu.be/yndToTyudUQ
Chi Square: https://youtu.be/dgehxC9tJVcDescriptive Statistics: https://youtu.be/09SCdQPVShU
Github: https://github.com/spawar2/STAT302
Semester class review: https://youtu.be/Pju8ecWWRAw
Probability & Statistics I & II, Biostatistics, Data Analysis (topics including descriptive & inferential statistics, variable types, distribution properties, discrete & continuous types, R functions, probability distributions (Discrete, Binomial, Poisson, Continuous Uniform, Chi-squared, Student-t, Fisher,) Exponential, Normal, Chi-Square), ANOVA, T-test, correlation, chi-Square, regression (linear, multiple, logistic), etc.)
https://campuspress.yale.edu/shrikantpawar/files/2024/08/Assignment-1.xlsx
Assignment 1: https://campuspress.yale.edu/shrikantpawar/files/2024/08/Screenshot-2024-08-26-at-1.01.44%E2%80%AFPM-300x53.png
https://campuspress.yale.edu/shrikantpawar/files/2024/09/ANOVA-Test-300x174.png
https://campuspress.yale.edu/shrikantpawar/files/2024/09/ANOVA-Test-1-300x202.png
https://campuspress.yale.edu/shrikantpawar/files/2024/09/Assignment4-300x85.png
https://campuspress.yale.edu/shrikantpawar/files/2024/09/ANOVA-Test-Article.pdf
https://campuspress.yale.edu/shrikantpawar/files/2024/09/Correlation-Test-Article.pdfhttps://campuspress.yale.edu/shrikantpawar/files/2024/10/Assignment5-300x83.png
https://campuspress.yale.edu/shrikantpawar/files/2024/11/Chi-square-test-300x210.png
https://campuspress.yale.edu/shrikantpawar/files/2024/11/Regression-Plot.pdf
https://campuspress.yale.edu/shrikantpawar/files/2024/11/Regression-300x151.png
All Videos
All Videos
WorldS4 2023
Madhuhas-Stanford-Testimonial
K-Fold Semi-Supervised-Video
Student Testimonial - Anika Agrawal
LECTURE 1
Normal Distribution: https://campuspress.yale.edu/shrikantpawar/files/2024/08/Screenshot-2024-08-23-at-8.49.59%E2%80%AFAM-300x198.png
Correlation Test: https://campuspress.yale.edu/shrikantpawar/files/2024/09/Correlation-300x144.png