A Thorough Intro to AI, Artificial Intelligence (AI) refers to the simulation of human intelligence
- 1. A Thorough Intro to MS Azure AI Mazhar Ali Beta MLSA
- 2. Agenda Introduction to AI History of AI Present Day & AI Future of AI Types of AI Domains of AI Zaheen.IT A Thorough Introduction to AI 2
- 4. Zaheen.IT A Thorough Introduction to AI 4
- 5. Introduction to AI Zaheen.IT A Thorough Introduction to AI 5 Definition A branch of computer science dealing with the simulation of intelligent behavior in computers. / The capability of a machine to imitate intelligent human behavior.
- 6. Introduction to AI Zaheen.IT A Thorough Introduction to AI 6 Intelligence ? Is a cat intelligent? Is a child intelligent?
- 7. Introduction to AI Zaheen.IT A Thorough Introduction to AI 7 A method of inquiry in AI to determine whether or not a computer is capable of thinking like a human being. Turing Test
- 9. History of AI – 1950 Zaheen.IT A Thorough Introduction to AI 9 Alan Turing publishes the paper "Computing Machinery and Intelligence," which proposes the Turing Test as a measure of machine intelligence.
- 10. History of AI – 1956 Zaheen.IT A Thorough Introduction to AI 10 John McCarthy, Marvin Minsky, Nathaniel Rochester, and Claude Shannon organize the Dartmouth Conference, which is widely regarded as the birth of AI.
- 11. History of AI – 1959 Zaheen.IT A Thorough Introduction to AI 11 Arthur Samuel creates a checkers-playing program that can learn from experience.
- 12. History of AI – 1961 Zaheen.IT A Thorough Introduction to AI 12 James Slagle develops SAINT, an AI program that can solve calculus problems.
- 13. History of AI – 1969 Zaheen.IT A Thorough Introduction to AI 13 The first mobile robot capable of reasoning and decision- making, Shakey, is developed by the Stanford Research Institute.
- 14. History of AI – 1997 Zaheen.IT A Thorough Introduction to AI 14 IBM's Deep Blue defeats world chess champion Garry Kasparov in a six-game match.
- 15. History of AI – 2011 Zaheen.IT A Thorough Introduction to AI 15 IBM's Watson computer defeats two human champions on the quiz show Jeopardy!.
- 16. History of AI – 2016 Zaheen.IT A Thorough Introduction to AI 16 Google's DeepMind develops AlphaGo, an AI program that defeats world champion Lee Sedol at the game of Go.
- 17. History of AI – 2017 Zaheen.IT A Thorough Introduction to AI 17 AlphaGo defeats Ke Jie, the world's top-ranked player of the board game Go.
- 18. History of AI – 2017 Zaheen.IT A Thorough Introduction to AI 18 OpenAI's GPT (Generative Pre- trained Transformer) language model sets a new benchmark in natural language processing.
- 19. History of AI – 2020 Zaheen.IT A Thorough Introduction to AI 19 OpenAI releases GPT-3, a natural language processing model that has impressed many with its language capabilities.
- 20. Present Day & AI
- 21. Present Day & AI Zaheen.IT A Thorough Introduction to AI 21 GPT-3 BERT T5 Transfer Learning DL Auto ML BARD Generative AI
- 22. Present Day & AI Zaheen.IT A Thorough Introduction to AI 22 These are just a few examples of the recent breakthroughs and advancements. AI is a rapidly evolving field, and new breakthroughs and advancements are made regularly.
- 23. Future of AI
- 24. Future of AI Zaheen.IT A Thorough Introduction to AI 24 Autonomous Systems Generative AI Predictive Analytics Human Centered AI Explainable AI
- 25. Types of AI
- 26. Types of Artificial Intelligence Zaheen.IT A Thorough Introduction to AI 26 Based On Capabilities Based On Functionalities Narrow AI Super AI General AI Reactive Machine Limited Memory Theory of Mind Self Aware
- 27. Domains of AI
- 28. Domains of AI Zaheen.IT A Thorough Introduction to AI 28 Swarm Intelligence Fuzzy Logic Cognitive Computing DS
- 29. Artificial intelligence is like a teenager - it's full of potential, but it still has a lot to learn. ChatGPT Zaheen.IT A Thorough Introduction to AI 29
- 30. Conclusion Learn AI before it learns YOU to replace YOU. & “Right Now” is the right time to learn, create and do AI. •Mazhar Ali Zaheen.IT A Through Introduction to AI 30
- 31. Thank you Zaheen.IT A Thorough Introduction to AI 31 Mazhar Ali Beta Mlsa
Editor's Notes
- #1: Introduction to Self Community Lead MLSA IMSciences 8th Semester Student What makes me suitable to teach this topic? Doing my FYP in Deep Learning (Intelligent Assistive Device) Aspiring Machine Learning Engineer and Educator In 7th Semester we were taught a coarse named – “Artificial Intelligence”.
- #2: 1. This session is to lay a non-technical foundation to the field of AI. 2. A high level Overview of the Field AI Goal The goal of this session 1. is to educate the beginners on what AI is, and 2. spark your interest further in this field. Following is the agenda: Read from slides
- #3: Introduction to AI
- #4: This is a fun and explaining doodle about AI Created by a Cloud Advocate @ Microsoft Todo: Elaborate from the doodle
- #5: One can find a lot of definitions to what AI. Amongst all, what I myself found good enough to add here are the following: READ FROM SLIDE Explain…
- #6: But before we go further, Lets first consider the question that; What does Intelligence mean? What intelligence is? Ask these questions; Is a cat Intelligent? Is a child intelligent? And you will see that people will not be answering it the same Hence; It is very hard to objectively define what Intelligence is. But what when AI is since comprised of two words one is Artificial and other is Intelligence; So now we will need to have a crisp criteria for what do we mean by intelligence for machine RIGHT? Hmay pta hona chhaye k intelligence k kia mani hain jab hm is ko computer k context may bole otherwise agr hmaray pas koi criteria hi na ho k Intelligence ka kia mtlb lena hain to hmry lye AI ko as field age le k jana bht bara challenge bn jyga right.. Is liye we have something called TURING TEST? Go TO NEXT SLIDE
- #7: Orally explain about Turing Test More tests were formulated Marcus Test Lovelace Test Reverse Turing Test
- #8: History of AI Why is it important to know the history? It is important for an AI enthusiast to know the history of AI for several reasons: Understanding the evolution of AI Learning from past mistakes Identifying key contributors and milestones Understanding the societal implications of AI: Overall, knowing the history of AI can help enthusiasts appreciate the evolution of the field, learn from past mistakes, identify key contributors and milestones, and understand the societal implications of AI. This understanding can help enthusiasts develop more effective and responsible AI systems and algorithms, and contribute to the continued growth and development of the field.
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- #26: Narrow AI: also known as weak AI or applied AI, refers to artificial intelligence systems that are designed to perform specific tasks within a narrow domain of knowledge or expertise. E.G. Speech Recognition, Image Classification and NLP etc General AI: also known as strong AI or artificial general intelligence, refers to an artificial intelligence system that can perform any intellectual task that a human being can. E.G. Hypothetical Concept Super AI: The term "SUPER AI" does not have a widely accepted definition in the field of artificial intelligence, but it is often used to refer to an advanced form of artificial intelligence that surpasses human-level intelligence in all cognitive tasks, including creativity, problem-solving, and decision-making. Reactive machine AI: also known as reactive AI, is a type of artificial intelligence system that operates solely on the basis of its current inputs without any internal model or memory of past events E.G. Car’s Collision Avoidance System Limited memory AI: is a type of artificial intelligence that has the ability to remember some past experiences or data, but only for a limited period of time or with a limited capacity. E.G. ChatGPT Theory of Mind: Theory of mind AI is an artificial intelligence that can understand and reason about the mental states of other agents, such as their beliefs, intentions, and emotions. E.G. Chatbot - detect and respond to a user's emotional state user seems frustrated or upset based on their language or tone of voice, responses to be more empathetic or supportive. Self Aware AI: refers to an artificial intelligence system that has the ability to perceive its own existence, understand its own capabilities and limitations, and make decisions about its own actions and goals. In other words, it is an AI system that has a sense of self and can reflect on its own state. E.G. AGI/ GAI -> hypothetical and topic debate and research