Dr. Toni Farley

AI Educator & Researcher | Shaping the Future of Intelligence

AI Projects

Generative AI for Leaders
Mastering the AI Revolution

Navigating the Future: A practical guide to implementing and managing AI solutions in your organization.

udemy.com

tonia.ai

brainwave.one

AWS machine learning model training and serving infrastructure

GCP machine learning model training and serving infrastructure

Writing

gowritestuff.com

marsnone.com

Publications

1. Wai, D. Arceci, R. et al. “Abstract 5583: Integrative genomic analyses on pediatric acute myeloid leukemia,” Cancer Research 74(19 Supplement):5583-5583 · September 2014
2. Farley T, Kiefer J, Von Hoff D, Trent JM, Colbourn C, Mousses S. "The BioIntelligence Framework: a new computational platform for biomedical knowledge computing," Journal of American Medical Informatics Association, Published Online First: 2 August 2012, doi: 10.1136/amiajnl-2011-000646.
3. Butler K, Farley T, McDaniel P, Rexford J. "A Survey of BGP Security Issues and Solutions," Proceedings of the IEEE, 98:1, 2010, pp. 100-122.
4. Farley T, Colbourn C. "Multiterminal Measures for Network Reliability and Resilience," Design of Reliability Communication Networks, Oct 2009, pp. 107-114
5. Farley T, Colbourn C. "Multi-Terminal Network Connectedness on Series-Parallel Networks," Discrete Mathematics, Algorithms And Applications, 1:2, 2009, pp. 253-265.
6. Ye N, Li X, Farley T, Xu X. "Job Scheduling Methods for Reducing Waiting Time Variance," Computers and Operations Research, 34:10, October 2007, pp. 3069-3083.
7. Farley T, Colbourn C. "Multiterminal Resilience for Series-Parallel Networks," Networks, 50:2, September 2007, pp. 164-172.
8. Ye N, Lai Y-C, Farley T. "Quality of Service Assurance for Dependable Information Infrastructure," Information Security Research: New Methods for Protecting Against Cyber Threats, Wiley, Chapter 1.2.1, pp. 53-79, Indianapolis, Indiana, 2007.
9. Ye N, Farley T, Li X, Bashettihalli H. "Batch Scheduled Admission Control for Computer and Network Systems," Information, Knowledge, Systems Management, 5:4, 2006, pp. 211-226.
10. Ye N, Farley T, Lakshminarasimhan D. "An Attack-Norm Separation Approach for Detecting Cyber Attacks," Information Systems Frontiers, 8:3, July 2006, pp. 163-177.
11. Ye N, Farley T. "Information Sharing and Control in Homogeneous and Heterogeneous Supply Networks," Int'l Journal of Modelling and Simulation, 26:2, 2006.
12. Farley T, Joseph J. "Intrusion Detection," Encyclopedia of Cryptography and Security. van Tilborg, Henk C.A. (Ed.), Springer, 2005.
13. Ye N, Newman C, Farley T. "A System-Fault-Risk Framework for Cyber Attack Classification and Profiling," Information, Knowledge, Systems Management, 5:2, 2005-2006, pp. 135-151.
14. Ye N, Farley T. "A Scientific Approach to Cyberattack Detection," IEEE Computer, 38:11, November 2005, pp.55-61.
15. Ye N, Yang Z, Lai Y-C, Farley T. "Enhancing router QoS through job scheduling with weighted shortest processing time-adjusted," Computers and Operations Research, 32:9, Sept 2005, pp. 2255-2269.
16. Ye N, Gel ES, Li X, Farley T, Lai Y-C. "Web server QoS models: applying scheduling rules from production planning," Computers and Operations Research, 32:5, May 2005, pp. 1147-1164.
17. Ye N, Harish B, Farley T. "Attack Profiles to Derive Data Observations, Features, and Characteristics of Cyber Attacks," Information, Knowledge, Systems Management, 5:1, Jan 2005, pp. 23-47.
18. Butler K, Farley T, McDaniel P. "A Survey of BGP Security Issues and Solutions," Technical Report TD-5UGJ33, AT&T Labs -- Research, Florham Park, NJ, February 2004. (revised June 2004).
19. Ye N, Farley T, Aswath D. "Data Measures and Collection Points to Detect Traffic Condition Changes on Large-Scale Computer Networks," Information, Knowledge, Systems Management, 4:4, Dec 2004, pp. 215-224.
20. Chen Y, Farley T, Ye N. "Qos Requirements of Network Applications on the Internet," Information, Knowledge, and Systems Management, 4:1, Jan 2004, pp. 55-76.
21. Ye N, Lai Y-C, Farley T. "Dependable Information Infrastructures as Complex Adaptive Systems," Systems Engineering, 6:4, 2003, pp. 225-237.
22. Ye N, Li X, Farley T. "A data mining technique for discovering distinct patterns of hand signs: Implications in User Training and Computer Interface Design," Ergonomics, 46(1-3), 2003, pp. 188-196.
23. Ye N, Chen Y, Farley T. "Qos Requirements Of Multimedia Data On Computer Networks," Proceedings of the 2nd Int'l Conf on Active Media Technology (ICAMT), 2003, pp. 183-189.

Course Development & Teaching

• Enterprise Artificial Intelligence for Business Strategies
• Neural Networks and Deep Learning
• Natural Language Processing
• Predictive Analytics
• Data Science with Python

• Cloud Application Development with Google Cloud Platform
• Introduction to Theoretical Computer Science
• Principles of Programming Languages
• Intro & Intermediate Programming with Python, Java, C++, C#
• Software Testing, Automation, and Quality Assurance
• Secure Coding with C/C++
• Database Systems with Programming Fundamentals
• Web Development with ASP.NET
• Introduction to Data Science
• Information and Data Management
• Mathematical Foundations of Data Science
• Computer Literacy
• Technology and Society
• Computer Networks

• Generative AI for Leaders: Business in the AI Age
• Beginner Latex

Bio

Dr. Farley is a computer scientist with 20+ years of experience, now specializing in AI - machine learning, deep learning, and natural language processing. Her unique background spans from a PhD in Computer Science, to a Postdoc in molecular medicine, to building national-level big data systems in industry.

Today, she is passionate about advancing AI through education and research. She designs cutting-edge courses, mentors aspiring researchers, and explores AI's transformative potential across diverse fields.

- Created in collaboration with Claude AI 2024