URBS-Lab with Ryan Urbanowicz

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68 videos

Educational, lecture, how-to, and other videos. On topics including (but not limited to) machine learning, artificial intelligence, data mining, biomedicine,...

Latest Videos

First Order Predicate Logic Representation

Propositional Logic Reasoning

Propositional Logic Representation

Other Expert System Variants

Uncertainty in Expert Systems

Probability Fundamentals

Building an Expert System

Rule-Based Expert Systems

Introduction to Expert Systems

Knowledge Representations Trees and Rules

Introduction to Artificial Intelligence

History of Artificial Intelligence

Artificial Intelligence Applications in Healthcare and Biomedicine

Biomedical Data Types and Challenges

Survival-LCS A Rule-based Machine Learning Approach to Survival Analysis

Introduction to Human Leukocytic Antigen (HLA) for Transplantation Research - Dr. Nicholas Brown

STREAMLINE AutoML Running From Command Line

STREAMLINE AutoML Running in Jupyter Notebook

STREAMLINE AutoML Running in Colab Notebook

STREAMLINE AutoML Run Parameters

STREAMLINE AutoML Input Data

STREAMLINE AutoML A Detailed Walkthrough

STREAMLINE AutoML A Brief Overview

A Brief Introduction to Automated Machine Learning (AutoML)

ExSTraCS An Evolutionary Rule-Based Machine Learning Algorithm for Biomedical Data Mining

Scikit-FIBERS An Evolutionary Algorithm for Risk Stratification in Right-Censored Survival Analysis

Introduction to Research in a Computational Lab

A Basic Introduction to Scientific Research in a Lab

The URBS-Lab Channel

URBS-Lab Machine Learning and Artificial Intelligence Research Overview (2023)