Artificial Intelligence Machine Learning
Artificial Intelligence Machine Learning @ FDIC DOF
Dr. Fatena El-Masri, PhD Computational Science and Informatics, GMU
Master of Finance, GWU
PhD AI Face Recognition, NSW University, Australia (ABD) Master of Engineering, Sydney University, Australia
F. El-Masri: AI Presentation 7/12/2021
Disclaimer: This PPP is only the author's view of using AI/ML
Objectives
1. Brief History of AI 2. Definition & Examples of AI 3. Difference Between AI, ML, DL 4. AI Matters 5. Difference between Statistics and ML 6. Different Types of Machine Learning 7. Why AI matters to DOF ? Accounting 8. Why AI Matters to DOF - Auditing 9. How I used AI 10. Where is AI Going Next? 11. Any Questions
F. El-Masri: AI Presentation 7/12/2021
Brief History of AI
Alan Turing (1912-1954)
? Recent movie of his life - "The Imitation Game"
? Created "Christopher" to break WWII German encryption "Enigma"
? Established standard for AI systems
"Does the AI system demonstrate human intelligence?"
Turing Test
During the Turing test, the
human questioner a? skCsoamputer scientist who coined the term "artificial intelligence"
series of questions respondents.
to
ibno1th955
After the specific tim? eP, uthteAI theory into practical applications qwuheicshtiotenremr itnriaelsistoop?deercCaidrteeedated AI centers at Carnegie Mellon and MIT
bJyohthneMhcuCmaarntyrespondent a(n1d9w2h7i-c2h0t1er1m) inal is operated by the computer.
F. El-Masri: AI Presentation 7/12/2021
Defining AI & Examples
F. El-Masri: AI Presentation 7/12/2021
Difference Between AI, ML, DL
F. El-Masri: AI Presentation 7/12/2021
AI Matters Difference between Humans & Machines
F. El-Masri: AI Presentation 7/12/2021
Difference between Statistics and ML
F. El-Masri: AI Presentation 7/12/2021
Different Types of Machine Learning
F. El-Masri: AI Presentation 7/12/2021
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