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BTEC560 (4 credit), Introduction to Probability and Statistics/Fundamentals of Bioinformatics, BTEC560 (4 credit) Fall 2022 (25 students) *Graduate Class (Masters & Ph.D. Level) https://www.claflin.edu/ Claflin University, Orangeburg, South Carolina, United States of Americahttps://www.claflin.edu/academics-research/schools-departments/school-of-natural-sciences-and-mathematics/department-of-mathematics-computer-science/computer-science

January 19 2022.

This is the class content for BTEC560. 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 & IIBiostatisticsData Analysis (topics including descriptive & inferential statistics, variable types, 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)ANOVA, data wrangling, Post Hoc Test, T-testcorrelationchi-Squareregression (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.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

Doing Homework

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Madhuhas-Stanford-Testimonial

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K-Fold Semi-Supervised-Video

K-Fold Semi-Supervised-Video

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Student Testimonial - Anika Agrawal

Student Testimonial - Anika Agrawal

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LECTURE 1 Syllabus

LECTURE 2

LECTURE 3

LECTURE 4

LECTURE 5

LECTURE 6

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