Data Science Fundamentals Summer 2023 (4 credit) CSCI455 10 students **Undergraduate Class & Lab https://www.claflin.edu/ Claflin University, Orangeburg, South Carolina, USA
JUNE 19 2023
This is the class content for Data Science. The Github link is:
https://github.com/spawar2/Data-Science-Fundamentals-Summer-2023
Data Science:
Machine Leaning: https://youtu.be/Pju8ecWWRAw
Tree Based Models: https://youtu.be/FOtl6qM_nX0
Regression: https://youtu.be/LrSDfwwnbKY
Intro: https://www.youtube.com/watch?v=ZwILpqjYoLU&ab_channel=ShrikantPawar
Intro 2: https://youtu.be/HLduzJRUzJQ
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, regressionText Analysis Feature Engineering, Classification and Model Evaluation, Regression: Basics and Prediction, Evaluation and Interpretation, Clustering, etc.).
![Doing Homework](https://static.wixstatic.com/media/11062b_51bcacf60955483993c855f28b3fd283~mv2.jpg/v1/crop/x_761,y_0,w_2146,h_2240/fill/w_460,h_480,al_c,q_80,usm_0.66_1.00_0.01,enc_auto/Doing%20Homework.jpg)
All Videos
All Videos
![All Videos](https://static.wixstatic.com/media/81dd80_fc33a66e0bbf4a4893175f80b0aa1b31f002.jpg/v1/fill/w_640,h_360,enc_auto/file.jpeg 1x, https://static.wixstatic.com/media/81dd80_fc33a66e0bbf4a4893175f80b0aa1b31f002.jpg/v1/fill/w_1280,h_720,enc_auto/file.jpeg 2x)
![WorldS4 2023](https://static.wixstatic.com/media/81dd80_fc33a66e0bbf4a4893175f80b0aa1b31f002.jpg/v1/fill/w_153,h_86,enc_auto/file.jpeg 1x, https://static.wixstatic.com/media/81dd80_fc33a66e0bbf4a4893175f80b0aa1b31f002.jpg/v1/fill/w_305,h_172,enc_auto/file.jpeg 2x)
WorldS4 2023
![Madhuhas-Stanford-Testimonial](https://static.wixstatic.com/media/81dd80_2e0a97347fef480ab4b41ff3338a2cc5f002.jpg/v1/fill/w_153,h_86,enc_auto/file.jpeg 1x, https://static.wixstatic.com/media/81dd80_2e0a97347fef480ab4b41ff3338a2cc5f002.jpg/v1/fill/w_305,h_172,enc_auto/file.jpeg 2x)
Madhuhas-Stanford-Testimonial
![K-Fold Semi-Supervised-Video](https://static.wixstatic.com/media/81dd80_527fa1ded0394bfd82993652acfa5606f002.jpg/v1/fill/w_153,h_86,enc_auto/file.jpeg 1x, https://static.wixstatic.com/media/81dd80_527fa1ded0394bfd82993652acfa5606f002.jpg/v1/fill/w_305,h_172,enc_auto/file.jpeg 2x)
K-Fold Semi-Supervised-Video
![Student Testimonial - Anika Agrawal](https://static.wixstatic.com/media/81dd80_ecaecdeccee94859900e3a7541ba1a3ff002.jpg/v1/fill/w_153,h_86,enc_auto/file.jpeg 1x, https://static.wixstatic.com/media/81dd80_ecaecdeccee94859900e3a7541ba1a3ff002.jpg/v1/fill/w_305,h_172,enc_auto/file.jpeg 2x)