URBS-Lab with Ryan Urbanowicz

@UCHIKWNLhglKHJpkxw993sKQ - 2.7K subscribers

Educational, lecture, how-to, and other videos. On topics including (but not limited to) machine learning, artificial intelligence, data mining, biomedicine, statistics, teaching and more. I run the URBS Lab (Unbounded Research in Biomedical Systems) at the Cedars Sinai Medical Center. My views are my own.

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First Order Predicate Logic: Representation

First Order Predicate Logic: Representation URBS-Lab with Ryan Urbanowicz

50 views - 1 week ago

Propositional Logic: Reasoning

Propositional Logic: Reasoning URBS-Lab with Ryan Urbanowicz

78 views - 2 weeks ago

Propositional Logic: Representation

Propositional Logic: Representation URBS-Lab with Ryan Urbanowicz

52 views - 2 weeks ago

Other Expert System Variants

Other Expert System Variants URBS-Lab with Ryan Urbanowicz

31 views - 3 weeks ago

Uncertainty in Expert Systems

Uncertainty in Expert Systems URBS-Lab with Ryan Urbanowicz

48 views - 3 weeks ago

Probability Fundamentals

Probability Fundamentals URBS-Lab with Ryan Urbanowicz

57 views - 1 month ago

Building an Expert System

Building an Expert System URBS-Lab with Ryan Urbanowicz

61 views - 1 month ago

Rule-Based Expert Systems

Rule-Based Expert Systems URBS-Lab with Ryan Urbanowicz

106 views - 1 month ago

Introduction to Expert Systems

Introduction to Expert Systems URBS-Lab with Ryan Urbanowicz

183 views - 1 month ago

Knowledge Representations: Trees and Rules

Knowledge Representations: Trees and Rules URBS-Lab with Ryan Urbanowicz

101 views - 1 month ago

Introduction to Artificial Intelligence

Introduction to Artificial Intelligence URBS-Lab with Ryan Urbanowicz

185 views - 1 month ago

History of Artificial Intelligence

History of Artificial Intelligence URBS-Lab with Ryan Urbanowicz

156 views - 1 month ago

Artificial Intelligence Applications in Healthcare and Biomedicine

Artificial Intelligence Applications in Healthcare and Biomedicine URBS-Lab with Ryan Urbanowicz

111 views - 1 month ago

Biomedical Data: Types and Challenges

Biomedical Data: Types and Challenges URBS-Lab with Ryan Urbanowicz

122 views - 1 month ago

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

Survival-LCS: A Rule-based Machine Learning Approach to Survival Analysis URBS-Lab with Ryan Urbanowicz

312 views - 1 year ago

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

Introduction to Human Leukocytic Antigen (HLA) for Transplantation Research - Dr. Nicholas Brown URBS-Lab with Ryan Urbanowicz

1.2K views - 1 year ago

STREAMLINE AutoML: Running From Command Line

STREAMLINE AutoML: Running From Command Line URBS-Lab with Ryan Urbanowicz

145 views - 2 years ago

STREAMLINE AutoML: Running in Jupyter Notebook

STREAMLINE AutoML: Running in Jupyter Notebook URBS-Lab with Ryan Urbanowicz

196 views - 2 years ago

STREAMLINE AutoML: Running in Colab Notebook

STREAMLINE AutoML: Running in Colab Notebook URBS-Lab with Ryan Urbanowicz

277 views - 2 years ago

STREAMLINE AutoML: Run Parameters

STREAMLINE AutoML: Run Parameters URBS-Lab with Ryan Urbanowicz

92 views - 2 years ago

STREAMLINE AutoML: Input Data

STREAMLINE AutoML: Input Data URBS-Lab with Ryan Urbanowicz

156 views - 2 years ago

STREAMLINE AutoML: A Detailed Walkthrough

STREAMLINE AutoML: A Detailed Walkthrough URBS-Lab with Ryan Urbanowicz

310 views - 2 years ago

STREAMLINE AutoML: A Brief Overview

STREAMLINE AutoML: A Brief Overview URBS-Lab with Ryan Urbanowicz

502 views - 2 years ago

A Brief Introduction to Automated Machine Learning (AutoML)

A Brief Introduction to Automated Machine Learning (AutoML) URBS-Lab with Ryan Urbanowicz

3.9K views - 2 years ago

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

ExSTraCS: An Evolutionary Rule-Based Machine Learning Algorithm for Biomedical Data Mining URBS-Lab with Ryan Urbanowicz

171 views - 2 years ago

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

Scikit-FIBERS: An Evolutionary Algorithm for Risk Stratification in Right-Censored Survival Analysis URBS-Lab with Ryan Urbanowicz

231 views - 2 years ago

Introduction to Research in a Computational Lab

Introduction to Research in a Computational Lab URBS-Lab with Ryan Urbanowicz

483 views - 3 years ago

A Basic Introduction to Scientific Research in a Lab

A Basic Introduction to Scientific Research in a Lab URBS-Lab with Ryan Urbanowicz

714 views - 3 years ago

The URBS-Lab Channel

The URBS-Lab Channel URBS-Lab with Ryan Urbanowicz

1.7K views - 3 years ago

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

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

487 views - 3 years ago

10. Automated Machine Learning (AutoML)

10. Automated Machine Learning (AutoML) URBS-Lab with Ryan Urbanowicz

736 views - 3 years ago

9. Machine Learning Pitfalls and Solutions

9. Machine Learning Pitfalls and Solutions URBS-Lab with Ryan Urbanowicz

296 views - 3 years ago

8. Post Machine Learning Analysis

8. Post Machine Learning Analysis URBS-Lab with Ryan Urbanowicz

277 views - 3 years ago

7. Rule-Based Machine Learning Algorithms

7. Rule-Based Machine Learning Algorithms URBS-Lab with Ryan Urbanowicz

3.4K views - 3 years ago

6. Neural Network Algorithms

6. Neural Network Algorithms URBS-Lab with Ryan Urbanowicz

455 views - 3 years ago

5. Tree-Based Algorithms

5. Tree-Based Algorithms URBS-Lab with Ryan Urbanowicz

667 views - 3 years ago

4. Machine Learning Modeling

4. Machine Learning Modeling URBS-Lab with Ryan Urbanowicz

696 views - 3 years ago

3B. Preparing Data - Splitting and Feature Processing

3B. Preparing Data - Splitting and Feature Processing URBS-Lab with Ryan Urbanowicz

692 views - 3 years ago

3A. Preparing Data - Exploratory Analysis & Data Wrangling

3A. Preparing Data - Exploratory Analysis & Data Wrangling URBS-Lab with Ryan Urbanowicz

1K views - 3 years ago

Editing and Exporting with Adobe Premiere Pro: Producing Educational Lecture Videos (Part 4)

Editing and Exporting with Adobe Premiere Pro: Producing Educational Lecture Videos (Part 4) URBS-Lab with Ryan Urbanowicz

641 views - 3 years ago

Posting To YouTube: Producing Educational Lecture Videos (Part 5)

Posting To YouTube: Producing Educational Lecture Videos (Part 5) URBS-Lab with Ryan Urbanowicz

100 views - 3 years ago

Recording with OBS Studio: Producing Educational Lecture Videos (Part 3)

Recording with OBS Studio: Producing Educational Lecture Videos (Part 3) URBS-Lab with Ryan Urbanowicz

1.3K views - 3 years ago

Hardware and Software for Recording and Editing: Producing Educational Lecture Videos (Part 2)

Hardware and Software for Recording and Editing: Producing Educational Lecture Videos (Part 2) URBS-Lab with Ryan Urbanowicz

128 views - 3 years ago

Preparing Content in PowerPoint - Producing Educational Lecture Videos (Part 1)

Preparing Content in PowerPoint - Producing Educational Lecture Videos (Part 1) URBS-Lab with Ryan Urbanowicz

279 views - 3 years ago

2. Biomedical Data Goals and Challenges

2. Biomedical Data Goals and Challenges URBS-Lab with Ryan Urbanowicz

1.1K views - 3 years ago

1. Machine Learning Essentials for Biomedical Data Science: Introduction and ML Basics

1. Machine Learning Essentials for Biomedical Data Science: Introduction and ML Basics URBS-Lab with Ryan Urbanowicz

3.7K views - 3 years ago

Lecture 24: Rule-based Machine Learning

Lecture 24: Rule-based Machine Learning URBS-Lab with Ryan Urbanowicz

3.9K views - 5 years ago

Lecture 23: Introduction to Machine Learning

Lecture 23: Introduction to Machine Learning URBS-Lab with Ryan Urbanowicz

820 views - 5 years ago

Lecture 19: Local and Population-based Search

Lecture 19: Local and Population-based Search URBS-Lab with Ryan Urbanowicz

965 views - 5 years ago

Lecture 18: Uninformed and Heuristic Search

Lecture 18: Uninformed and Heuristic Search URBS-Lab with Ryan Urbanowicz

2.5K views - 5 years ago

Lecture 15: Probability and Introduction to Uncertainty

Lecture 15: Probability and Introduction to Uncertainty URBS-Lab with Ryan Urbanowicz

3.8K views - 5 years ago

Lecture 13: Building an Expert System and PyKE

Lecture 13: Building an Expert System and PyKE URBS-Lab with Ryan Urbanowicz

31.5K views - 5 years ago

Lecture 17: Intelligent Agents and Introduction to Search

Lecture 17: Intelligent Agents and Introduction to Search URBS-Lab with Ryan Urbanowicz

3.8K views - 5 years ago

Lecture 10: Semantic Webs, Trees, and Other Tree-based Machine Learning

Lecture 10: Semantic Webs, Trees, and Other Tree-based Machine Learning URBS-Lab with Ryan Urbanowicz

1.5K views - 5 years ago

Lecture 16: Biomedical Expert Systems

Lecture 16: Biomedical Expert Systems URBS-Lab with Ryan Urbanowicz

1.9K views - 5 years ago

Lecture 12: Rule-based and Other Expert Systems

Lecture 12: Rule-based and Other Expert Systems URBS-Lab with Ryan Urbanowicz

16.6K views - 5 years ago

Lecture 11: Rules and Introduction to Expert Systems

Lecture 11: Rules and Introduction to Expert Systems URBS-Lab with Ryan Urbanowicz

23.9K views - 5 years ago

Lecture 9: Knowledge Organization Systems and Ontologies

Lecture 9: Knowledge Organization Systems and Ontologies URBS-Lab with Ryan Urbanowicz

4.2K views - 5 years ago

Lecture 8: Semantic Networks and Frames

Lecture 8: Semantic Networks and Frames URBS-Lab with Ryan Urbanowicz

20.7K views - 5 years ago

Lecture 7: First Order Logic - Reasoning

Lecture 7: First Order Logic - Reasoning URBS-Lab with Ryan Urbanowicz

2.2K views - 5 years ago