BTEC 560 Spring 2023 (4 credit), Introduction to Probability and Statistics/Fundamentals of Bioinformatics,  *Graduate Class (Masters & Ph.D. Level) 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

January 19, 2023.

This is the class content for BTEC 560. The GitHub link is here

Data analysis: https://youtu.be/WIvehDeVRak

https://youtu.be/dhIjTt26YKQ

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/dgehxC9tJVc

Descriptive 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 (qualitative, quantitative), Data Visualization (BoxPlots, Scatter Plots), distribution properties, discrete & continuous types, R functions, data wrangling and handling, probability distributions (Discrete, Binomial, Poisson, Continuous Uniform, Chi-squared, Student-t, Fisher,)  Exponential, Normal, Chi-Square), hypothesis testing using critical value (Probability, F Statistics, Coefficient) using ANOVA, data wrangling, Post Hoc Test, T-test, correlation, chi-Square, regression (linear, multiple, logistic), etc.)

https://campuspress.yale.edu/shrikantpawar/files/2024/05/Student-Evaluations-2021-2024-3df60a3eaf357f31.pdf​https://campuspress.yale.edu/shrikantpawar/files/2024/11/Probability-distributions-functions-1-300x215.pnghttps://github.com/spawar2/BTEC-560-Spring2024/blob/main/Data-Handing.rtf

https://campuspress.yale.edu/shrikantpawar/files/2025/02/ANOVA-Plot.pdf

https://campuspress.yale.edu/shrikantpawar/files/2025/02/Anova-test-1-300x204.png

​https://campuspress.yale.edu/shrikantpawar/files/2025/02/Plot-Features-300x130.png

​https://github.com/spawar2/Data-Science-Spring2025/blob/main/Data-Wrangling-Post-Hoc-Test.rtf

https://campuspress.yale.edu/shrikantpawar/files/2025/04/Chi-square-Test-2-300x292.png

https://campuspress.yale.edu/shrikantpawar/files/2024/05/Student-Evaluations-2021-2024-3df60a3eaf357f31.pdf

Correlation Coefficient: https://campuspress.yale.edu/shrikantpawar/files/2024/09/Correlation-Coefficient-Value-300x153.png

T-Distribution: https://campuspress.yale.edu/shrikantpawar/files/2024/09/T-Distribution-300x157.png

Correlation Test: https://campuspress.yale.edu/shrikantpawar/files/2024/09/Screenshot-2024-09-11-at-11.36.45%E2%80%AFAM-300x195.png

https://campuspress.yale.edu/shrikantpawar/files/2024/09/Correlation-1-300x205.png

https://campuspress.yale.edu/shrikantpawar/files/2024/10/Ttest-1-300x167.png

https://campuspress.yale.edu/shrikantpawar/files/2024/10/Ttest-1.pdf

https://campuspress.yale.edu/shrikantpawar/files/2024/10/Assignment6-300x82.pnghttps://campuspress.yale.edu/shrikantpawar/files/2024/10/Assignment7-300x115.png

https://campuspress.yale.edu/shrikantpawar/files/2024/11/Probability-Distributions-300x213.png

https://campuspress.yale.edu/shrikantpawar/files/2024/11/Probability-distributions-functions-300x220.png

https://campuspress.yale.edu/shrikantpawar/files/2024/11/Probability-distributions-functions-1-300x215.png

https://campuspress.yale.edu/shrikantpawar/files/2024/11/Probability-distributions-functions-1-300x215.png

https://campuspress.yale.edu/shrikantpawar/files/2024/11/Chi-square-test-300x210.png

https://github.com/spawar2/BTEC-560-Spring2024/blob/main/Data-Handing.rtf

https://campuspress.yale.edu/shrikantpawar/files/2025/02/ANOVA-Plot.pdf

https://campuspress.yale.edu/shrikantpawar/files/2025/02/Anova-test-1-300x204.png

​https://campuspress.yale.edu/shrikantpawar/files/2025/02/Plot-Features-300x130.png

https://github.com/spawar2/Data-Science-Spring2025/blob/main/Data-Wrangling-Post-Hoc-Test.rtf

https://campuspress.yale.edu/shrikantpawar/files/2025/04/Chi-square-Test-2-300x292.png