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The A.I Ecosystem
"AS SOON AS IT WORKS, NO ONE CALLS IT A.I. ANYMORE.“
PRESENTED BY:-M ABHISHEK DORA
3RD YEAR MECHANICAL
Contents
INTRODUCTION TO A.I.
EVOLUTION OF A.I.
BRANCHES OF A.I.
APPLICATIONS OF A.I.
CONCLUSIONS ON A.I.
o What is AI?
AI is the study of ideas that enable computers to be
intelligent
Intelligence might be defined as the capacity to
acquire and apply knowledge
Ai is the part of computer science concerned with
design of computer systems that exhibit human
intelligence
o What’s involved in A.I?
o Ability to interact with the real world
to perceive, understand, and act
e.g., speech recognition and understanding and synthesis
o Reasoning and Planning
modelling the external world, given input
solving new problems, planning
o Learning and Adaptation
we are continuously learning and adapting
our internal models are always being “updated”
o Academic Disciplines relevant to
A.I
o Philosophy Logic, methods of reasoning
foundations of learning, language,
rationality.
o Mathematics Formal representation and proof, algorithms
o Probability/Statistics modelling uncertainty, learning from data
o Neuroscience neurons as information processing units.
o Psychology/ how do people perceive, process
o Cognitive Science information, represent knowledge.
o Computer building fast computers
engineering
o Control theory design systems that maximize an objective
function over time
o Linguistics knowledge representation, grammars
o History of A.I
 1943: early beginnings
McCulloch & Pitts: Boolean circuit model of brain
 1950: Turing
Turing's "Computing Machinery and Intelligence“
 1956: birth of AI
Dartmouth meeting: "Artificial Intelligence“ name adopted
 1950s: initial promise
Early AI programs, including
Samuel's checkers program
How can you tell whether a
machine or program is intelligent?
The Turing Test
Operational test for intelligent behaviour:
the Imitation Game
APPLICATIONS OF A.I.
o Natural Language Processing
(NLP).
o Speech recognition.
o Computer vision.
o Humanoid.
Natural Language Processing
o The goal of NLP is to enable people and computers
to communicate in a natural (humanly)
language(such as, English) rather than in a
computer language.
o The field of NLP is divided in 2 categories—
• Natural Language understanding.
• Natural Language generation.
Speech Recognition
o The primary interactive method of communication
used by humans is not reading and writing, it is
speech.
o The goal of speech recognition research is to allow
computers to understand human speech. So that they
can hear our voices and recognize the words we are
speaking.
Computer Vision
o People generally use vision as their primary means of sensing their environment, we generally
see more than we hear, feel or smell or taste.
o The goal of computer vision research is to give computers this same powerful facility for
understanding their surrounding. Here A.I helps computer to understand what they see through
attached cameras.
Humanoid/Robot
o A humanoid robot is a robot with its
body shape built to resemble the
human body.
o The design may be for functional
purposes, such as interacting with
human tools and environments, for
experimental purposes.
Commercial Availability
CORTANA SIRI GOOGLE NOW
Merits of A.I
They don’t stop
No Risk of Harms
Act as Aids
Their function is almost limitless
Demerits of A.I
Over reliance on A.I
Human Feel
Inferior
Misuse
Do you believe artificial intelligence
(AI) benefits mankind (yes) or
detracts from it (no)?
Yes, artificial intelligence benefits the human
Technology offers benefits In my opinion
technology offers multiple benefits to mankind in
the form of various conveniences.
It also provides automation for many tedious or
complex processes.
Thanks a Lot!
Now you may ask me your queries!

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The Artificial Intelligence Ecosystem

  • 1. The A.I Ecosystem "AS SOON AS IT WORKS, NO ONE CALLS IT A.I. ANYMORE.“ PRESENTED BY:-M ABHISHEK DORA 3RD YEAR MECHANICAL
  • 2. Contents INTRODUCTION TO A.I. EVOLUTION OF A.I. BRANCHES OF A.I. APPLICATIONS OF A.I. CONCLUSIONS ON A.I.
  • 3. o What is AI? AI is the study of ideas that enable computers to be intelligent Intelligence might be defined as the capacity to acquire and apply knowledge Ai is the part of computer science concerned with design of computer systems that exhibit human intelligence
  • 4. o What’s involved in A.I? o Ability to interact with the real world to perceive, understand, and act e.g., speech recognition and understanding and synthesis o Reasoning and Planning modelling the external world, given input solving new problems, planning o Learning and Adaptation we are continuously learning and adapting our internal models are always being “updated”
  • 5. o Academic Disciplines relevant to A.I o Philosophy Logic, methods of reasoning foundations of learning, language, rationality. o Mathematics Formal representation and proof, algorithms o Probability/Statistics modelling uncertainty, learning from data o Neuroscience neurons as information processing units.
  • 6. o Psychology/ how do people perceive, process o Cognitive Science information, represent knowledge. o Computer building fast computers engineering o Control theory design systems that maximize an objective function over time o Linguistics knowledge representation, grammars
  • 7. o History of A.I  1943: early beginnings McCulloch & Pitts: Boolean circuit model of brain  1950: Turing Turing's "Computing Machinery and Intelligence“  1956: birth of AI Dartmouth meeting: "Artificial Intelligence“ name adopted  1950s: initial promise Early AI programs, including Samuel's checkers program
  • 8. How can you tell whether a machine or program is intelligent?
  • 9. The Turing Test Operational test for intelligent behaviour: the Imitation Game
  • 10.
  • 11. APPLICATIONS OF A.I. o Natural Language Processing (NLP). o Speech recognition. o Computer vision. o Humanoid.
  • 12. Natural Language Processing o The goal of NLP is to enable people and computers to communicate in a natural (humanly) language(such as, English) rather than in a computer language. o The field of NLP is divided in 2 categories— • Natural Language understanding. • Natural Language generation.
  • 13. Speech Recognition o The primary interactive method of communication used by humans is not reading and writing, it is speech. o The goal of speech recognition research is to allow computers to understand human speech. So that they can hear our voices and recognize the words we are speaking.
  • 14. Computer Vision o People generally use vision as their primary means of sensing their environment, we generally see more than we hear, feel or smell or taste. o The goal of computer vision research is to give computers this same powerful facility for understanding their surrounding. Here A.I helps computer to understand what they see through attached cameras.
  • 15. Humanoid/Robot o A humanoid robot is a robot with its body shape built to resemble the human body. o The design may be for functional purposes, such as interacting with human tools and environments, for experimental purposes.
  • 17.
  • 18. Merits of A.I They don’t stop No Risk of Harms Act as Aids Their function is almost limitless
  • 19. Demerits of A.I Over reliance on A.I Human Feel Inferior Misuse
  • 20. Do you believe artificial intelligence (AI) benefits mankind (yes) or detracts from it (no)?
  • 21. Yes, artificial intelligence benefits the human Technology offers benefits In my opinion technology offers multiple benefits to mankind in the form of various conveniences. It also provides automation for many tedious or complex processes.
  • 22. Thanks a Lot! Now you may ask me your queries!