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. https://www.claflin.edu/academics-research/schools-departments/school-of-natural-sciences-and-mathematics/department-of-mathematics-computer-science/computer-science
JUNE 19 2022.
This is the class content for Data Science. The GitHub link is:
https://github.com/spawar2/Data-Science-Fall2022
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-Fall2022
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.).
All Videos
All Videos
WorldS4 2023
Madhuhas-Stanford-Testimonial
K-Fold Semi-Supervised-Video
