Все публикации

Tariffs and Tax

Tariffs and Tax cuts = Persistent Inflation

Dessert with Experts:

Dessert with Experts: Data Science and Machine Learning at ETSU: (With special guest ChatGPT)

Logistic Regression and

Logistic Regression and Odds

Decision and Other

Decision and Other Trees

Decision Tree Classifiers

Decision Tree Classifiers

Conditional Probability, Information,

Conditional Probability, Information, Entropy

Predictive Modeling

Predictive Modeling

Supervised Learning

Supervised Learning

Complex Networks as

Complex Networks as 'Big Data'

Complex is not

Complex is not Random

Complexity and Big

Complexity and Big Data

Simple Examples of

Simple Examples of User Preference

BasicProbability

BasicProbability

Course Structure: Analytics

Course Structure: Analytics and Predictive Modeling

Big Data Revisited

Big Data Revisited

Boosting

Boosting

Random Forests

Random Forests

Loss Functions

Loss Functions

Rattle Logistic and

Rattle Logistic and Support Vector Machine

Softmax and Maximum

Softmax and Maximum Entropy

Mutual Information and

Mutual Information and KL Divergence

The Odds Ratio

The Odds Ratio

What are the

What are the Odds

Midterm Overview

Midterm Overview