Data Science (4 credit) CSCI455 Data Science (4 credit) Spring 2023 (10 students) **Undergraduate Class & Lab https://www.claflin.edu/ Claflin University, Orangeburg, South Carolina, USA.

JUNE 19 2022.

This is the class content for Data Science. The Github link is:

https://github.com/spawar2/Data-Science-Fall2024

Data Science:

Machine Leaning: https://youtu.be/Pju8ecWWRAw

Tree Based Models: https://youtu.be/FOtl6qM_nX0

Regression: https://youtu.be/LrSDfwwnbKY

Github: https://github.com/spawar2/Data-Science-Fall20242

Data Science (Data wrangling, visualization, Machine Learning QDA, LDA, ROC, Decision Trees, Regularization,Descriptive and inferential statistics, probability distributions, variable types, distribution properties, discrete & continuous types, R functions, ANOVA, T-test, correlation, chi-Square, regression Text Analysis Feature Engineering, Classification and Model Evaluation, Regression: Basics and Prediction, Evaluation and Interpretation, Clustering, etc.).

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