SlideShare a Scribd company logo
1 of 22
Presented by,
   Shahabaj Dange
ARTIFICIAL INTELLIGENCE
   β€’ Intelligence: β€œability to learn, understand and think”
       (Oxford dictionary)

   β€’ AI is the study of how to make computers make things
       which at the moment people do better.

   β€’ Examples: Speech recognition, Smell, Face, Object,
       Intuition, Inferencing, Learning new skills, Decision
       making, Abstract thinking.


2/26/2013                     Artificial Intelligence          3
ARTIFICIAL INTELLIGENCE
Intelligence Behavior
Specific characteristics of intelligent behavior:

            – Learn from experience and apply the knowledge acquired from
              experience.
            – Handle complex situations.
            – Solve problems when important information is missing.
            – Determine what is important.
            – React quickly and correctly to a new situation.
            – Understand visual images.
            – Process and manipulate symbols.
            – Be creative and imaginative.
            – Use heuristics.




2/26/2013                           Artificial Intelligence                 6
4 Views of AI

        Think like humans                          Think rationally




            Act like humans                        Act rationally


2/26/2013                     Artificial Intelligence                 7
Turing Test
(developed by Alan Turing, a British Mathematician)

      attempts to determine whether the
       responses from a computer with
   intelligent behavior are indistinguishable
         from responses from a human.
Games
οƒ˜ 1950        Claude Shannon published a paper describing how
οƒ˜             a computer could play chess.
οƒ˜ 1952-1962   Art Samuel built the first checkers program
οƒ˜ 1957         a chess program was written by Alex Bernstein at MIT
              for an IBM 704.
              Newell and Simon predicted that a computer will
              beat a human at chess within 10 years.
οƒ˜ 1967        MacHack was good enough to achieve a class-C
              rating in tournament chess.
οƒ˜ 1994        Chinook became the world checkers champion
οƒ˜ 1997        Deep Blue beat Kasparpov
οƒ˜ 2007        Checkers is solved
 2/26/2013                    Artificial Intelligence                 9
The difference between Natural and Artificial Intelligence
                               Attributes                                Natural        Artificial
                                                                         Intelligence   Intelligence
                                                                         (Human)        (Machine)

  The ability to use sensors (eyes, ears, touch, smell)                  HIGH           LOW

  The ability to be creative and imaginative                             HIGH           LOW

  The ability to learn from experience                                   HIGH           LOW

  The ability to be adaptive                                             HIGH           LOW

  The ability to afford the cost of acquiring intelligence               HIGH           LOW

  The ability to use a variety of information source                     HIGH           HIGH

  The ability to acquire large amount of external information            HIGH           HIGH

  The ability to make complex calculations                               LOW            HIGH

  The ability to transfer information                                    LOW            HIGH

  The ability to make a series of calculations rapidly and accurately    LOW            HIGH



2/26/2013                                      Artificial Intelligence                                 10
Major Branches of AI
            – Perceptive system
                 β€’ A system that approximates the way a human sees, hears, and
                   feels objects
            –   Robotics
            –   Vision system
            –   Natural language processing
            –   Neural network
            –   Expert system
            –   Learning system
                                                                Schematic


2/26/2013                            Artificial Intelligence                     11
Major Branches of
            Artificial Intelligence



                    VISION        LEARNING
                   SYSTEMS         SYSTEMS

        ROBOTICS
                                                                    EXPERT
                                                                   SYSTEMS


                                                         NEURAL
                    NATURAL LANGUAGE                    NETWORKS
                       PROCESSING


2/26/2013                     Artificial Intelligence                        12
Major Branches of Artificial Intelligence
  1. Robotics

  Involve developing mechanical or
  computer devices that perform
  tasks requiring a high degree of
  precision or that are hazardous for
  humans.




2/26/2013                   Artificial Intelligence   13
2. Vision Systems

    Include hardware and software
    that permit computers to
    capture, store, and manipulate
    visual images and pictures.




2/26/2013                   Artificial Intelligence   14
3. Natural language processing
  Computers understand and react to statements and commands made in a
  β€œnatural” language, such as English.

  4. Learning system
  Computer changes how it functions or reacts to situations based on feedback.

  5. Neural network
  Computer system that can act like or simulate the functioning of the human
  brain.

  6. Expert Systems
  Consists of hardware and software that stores knowledge and makes inferences,
  similar to a human expert.




2/26/2013                           Artificial Intelligence                       15
What if Technology goes beyond control ?
β€’   The Matrix (Series)
β€’   Terminator (Series)
β€’   Transformers (Series)
β€’   Robot
β€’   Startrek




2/26/2013               Artificial Intelligence   16
Laws of Robots
β€’ stated by Isaac Asimov
β€’ First Law:
         A robot may not injure a human being, or, through inaction,
    allow a human being to come to harm.
β€’ Second Law:
        A robot must obey orders given it by human beings, except
    where such orders would conflict with the First Law.
β€’ Third Law:
         A robot must protect its own existence as long as such
    protection does not conflict with the First or Second Law.


2/26/2013                     Artificial Intelligence                  17
Ethics of AI
            – People might lose their jobs to automation.
            – People might lose their sense of being unique.
            – People might lose some of their privacy rights.
            – The use of AI systems might result in a loss of
              accountability.
            – The success of AI might mean the end of the human
              race.




2/26/2013                          Artificial Intelligence        18
AI Applications
   AI techniques are used in many common applications; just a sample
            –   Intelligent user interfaces
            –   Search Engines
            –   Spell/grammar checkers
            –   Context sensitive help systems
            –   Medical diagnosis systems
            –   Regulating/Controlling hardware devices and processes (e.g, in automobiles)
            –   Voice/image recognition (more generally, pattern recognition)
            –   Scheduling systems (airlines, hotels, manufacturing)
            –   Error detection/correction in electronic communication
            –   Program verification / compiler and programming language design
            –   Web search engines / Web spiders
            –   Web personalization and Recommender systems (collaborative/content filtering)
            –   Personal agents
            –   Customer relationship management
            –   Credit card verification in e-commerce / fraud detection
            –   Data mining and knowledge discovery in databases
            –   Computer games



2/26/2013                                    Artificial Intelligence                            19
2/26/2013   Artificial Intelligence   20
2/26/2013   Artificial Intelligence   22

More Related Content

What's hot

Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceMonkeyDLuffy54
Β 
Artificial intelligence ppt
Artificial intelligence pptArtificial intelligence ppt
Artificial intelligence pptDikshaSharma391
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceA.I. Tazib
Β 
Artificial intelligence
Artificial intelligence Artificial intelligence
Artificial intelligence pramiidhaaavula
Β 
Artificial intelligence- The science of intelligent programs
Artificial intelligence- The science of intelligent programsArtificial intelligence- The science of intelligent programs
Artificial intelligence- The science of intelligent programsDerak Davis
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial IntelligenceDhrumil Shah
Β 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEMidhuti
Β 
Artificial intelligence : what it is
Artificial intelligence : what it isArtificial intelligence : what it is
Artificial intelligence : what it iswww.myassignmenthelp.net
Β 
Artificial Intelligence PPT .
Artificial Intelligence PPT .Artificial Intelligence PPT .
Artificial Intelligence PPT .VAIBHAVNAGPURE6
Β 
Artificial Intelligence Presentation
Artificial Intelligence PresentationArtificial Intelligence Presentation
Artificial Intelligence Presentationlpaviglianiti
Β 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEOmkar Shinde
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceAnkush
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceUmasree Raghunath
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial IntelligenceAbbas Hashmi
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligencesaloni sharma
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial IntelligenceGirish Naik
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial IntelligenceBikas Sadashiv
Β 

What's hot (20)

Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial intelligence ppt
Artificial intelligence pptArtificial intelligence ppt
Artificial intelligence ppt
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial intelligence
Artificial intelligence Artificial intelligence
Artificial intelligence
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial intelligence- The science of intelligent programs
Artificial intelligence- The science of intelligent programsArtificial intelligence- The science of intelligent programs
Artificial intelligence- The science of intelligent programs
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Β 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCE
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial intelligence : what it is
Artificial intelligence : what it isArtificial intelligence : what it is
Artificial intelligence : what it is
Β 
Artificial Intelligence PPT .
Artificial Intelligence PPT .Artificial Intelligence PPT .
Artificial Intelligence PPT .
Β 
Artificial Intelligence Presentation
Artificial Intelligence PresentationArtificial Intelligence Presentation
Artificial Intelligence Presentation
Β 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCE
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Β 

Similar to AI Fundamentals: An Introduction to Key Concepts and Applications

Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceShahabaj786
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligencerajnishkumar90
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial IntelligenceBise Mond
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceArbaz Sheikh
Β 
ARTIFICIAL INTELLIGENCE SLIDESHARE.pptx
ARTIFICIAL INTELLIGENCE SLIDESHARE.pptxARTIFICIAL INTELLIGENCE SLIDESHARE.pptx
ARTIFICIAL INTELLIGENCE SLIDESHARE.pptxmatsiemokgalabong
Β 
Chapter 3 - EMTE.pptx
Chapter 3 - EMTE.pptxChapter 3 - EMTE.pptx
Chapter 3 - EMTE.pptxEyersu Selemon
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceBiniam Behailu
Β 
Artificial Intelligence Engineering .pptx
Artificial Intelligence Engineering .pptxArtificial Intelligence Engineering .pptx
Artificial Intelligence Engineering .pptxyogeshjangid31
Β 
ARTIFICIAL INTELLIGENCE & NEURAL NETWORKS
ARTIFICIAL INTELLIGENCE & NEURAL NETWORKSARTIFICIAL INTELLIGENCE & NEURAL NETWORKS
ARTIFICIAL INTELLIGENCE & NEURAL NETWORKSEr Kaushal
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceDanish Javed
Β 
Artificial inteligence
Artificial inteligenceArtificial inteligence
Artificial inteligenceAdarsh Saxena
Β 
Ai complete note
Ai complete noteAi complete note
Ai complete noteNajar Aryal
Β 
Lect1 111021211234-phpapp02
Lect1 111021211234-phpapp02Lect1 111021211234-phpapp02
Lect1 111021211234-phpapp02Jay-ann Villanueva
Β 
CH-1 Introduction to Artificial Intelligence for class 9.pptx
CH-1 Introduction to Artificial Intelligence for class 9.pptxCH-1 Introduction to Artificial Intelligence for class 9.pptx
CH-1 Introduction to Artificial Intelligence for class 9.pptxAadityaNanda
Β 
ARTIFICIAL INTELLIGENCEr.pdf
ARTIFICIAL INTELLIGENCEr.pdfARTIFICIAL INTELLIGENCEr.pdf
ARTIFICIAL INTELLIGENCEr.pdfssusere55750
Β 
ARTIFICIAL INTELLIGENCEr.pdf
ARTIFICIAL INTELLIGENCEr.pdfARTIFICIAL INTELLIGENCEr.pdf
ARTIFICIAL INTELLIGENCEr.pdfMuhammad Sohail
Β 
Artificial Intelligence
Artificial Intelligence Artificial Intelligence
Artificial Intelligence Pardeep Vats
Β 
a36ba6f5-0090-444b-9a2c-19b38b65d5f5-150215005736-conversion-gate02.pptx
a36ba6f5-0090-444b-9a2c-19b38b65d5f5-150215005736-conversion-gate02.pptxa36ba6f5-0090-444b-9a2c-19b38b65d5f5-150215005736-conversion-gate02.pptx
a36ba6f5-0090-444b-9a2c-19b38b65d5f5-150215005736-conversion-gate02.pptxararifulislam19950
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial IntelligencePrakhyath Rai
Β 

Similar to AI Fundamentals: An Introduction to Key Concepts and Applications (20)

Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Mis 008
Mis 008Mis 008
Mis 008
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
ARTIFICIAL INTELLIGENCE SLIDESHARE.pptx
ARTIFICIAL INTELLIGENCE SLIDESHARE.pptxARTIFICIAL INTELLIGENCE SLIDESHARE.pptx
ARTIFICIAL INTELLIGENCE SLIDESHARE.pptx
Β 
Chapter 3 - EMTE.pptx
Chapter 3 - EMTE.pptxChapter 3 - EMTE.pptx
Chapter 3 - EMTE.pptx
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial Intelligence Engineering .pptx
Artificial Intelligence Engineering .pptxArtificial Intelligence Engineering .pptx
Artificial Intelligence Engineering .pptx
Β 
ARTIFICIAL INTELLIGENCE & NEURAL NETWORKS
ARTIFICIAL INTELLIGENCE & NEURAL NETWORKSARTIFICIAL INTELLIGENCE & NEURAL NETWORKS
ARTIFICIAL INTELLIGENCE & NEURAL NETWORKS
Β 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Β 
Artificial inteligence
Artificial inteligenceArtificial inteligence
Artificial inteligence
Β 
Ai complete note
Ai complete noteAi complete note
Ai complete note
Β 
Lect1 111021211234-phpapp02
Lect1 111021211234-phpapp02Lect1 111021211234-phpapp02
Lect1 111021211234-phpapp02
Β 
CH-1 Introduction to Artificial Intelligence for class 9.pptx
CH-1 Introduction to Artificial Intelligence for class 9.pptxCH-1 Introduction to Artificial Intelligence for class 9.pptx
CH-1 Introduction to Artificial Intelligence for class 9.pptx
Β 
ARTIFICIAL INTELLIGENCEr.pdf
ARTIFICIAL INTELLIGENCEr.pdfARTIFICIAL INTELLIGENCEr.pdf
ARTIFICIAL INTELLIGENCEr.pdf
Β 
ARTIFICIAL INTELLIGENCEr.pdf
ARTIFICIAL INTELLIGENCEr.pdfARTIFICIAL INTELLIGENCEr.pdf
ARTIFICIAL INTELLIGENCEr.pdf
Β 
Artificial Intelligence
Artificial Intelligence Artificial Intelligence
Artificial Intelligence
Β 
a36ba6f5-0090-444b-9a2c-19b38b65d5f5-150215005736-conversion-gate02.pptx
a36ba6f5-0090-444b-9a2c-19b38b65d5f5-150215005736-conversion-gate02.pptxa36ba6f5-0090-444b-9a2c-19b38b65d5f5-150215005736-conversion-gate02.pptx
a36ba6f5-0090-444b-9a2c-19b38b65d5f5-150215005736-conversion-gate02.pptx
Β 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Β 

More from Shahabaj786

Package ppt2
Package ppt2Package ppt2
Package ppt2Shahabaj786
Β 
Package ppt1
Package ppt1Package ppt1
Package ppt1Shahabaj786
Β 
Package ppt1
Package ppt1Package ppt1
Package ppt1Shahabaj786
Β 
Package ppt2
Package ppt2Package ppt2
Package ppt2Shahabaj786
Β 
Tourism final
Tourism finalTourism final
Tourism finalShahabaj786
Β 

More from Shahabaj786 (6)

Package ppt2
Package ppt2Package ppt2
Package ppt2
Β 
Package ppt1
Package ppt1Package ppt1
Package ppt1
Β 
Package ppt1
Package ppt1Package ppt1
Package ppt1
Β 
Package ppt2
Package ppt2Package ppt2
Package ppt2
Β 
Barcode
BarcodeBarcode
Barcode
Β 
Tourism final
Tourism finalTourism final
Tourism final
Β 

Recently uploaded

Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
Β 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
Β 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
Β 
FULL ENJOY πŸ” 8264348440 πŸ” Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY πŸ” 8264348440 πŸ” Call Girls in Diplomatic Enclave | DelhiFULL ENJOY πŸ” 8264348440 πŸ” Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY πŸ” 8264348440 πŸ” Call Girls in Diplomatic Enclave | Delhisoniya singh
Β 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
Β 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
Β 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
Β 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
Β 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
Β 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
Β 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
Β 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
Β 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
Β 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
Β 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
Β 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
Β 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
Β 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
Β 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
Β 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
Β 

Recently uploaded (20)

Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Β 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
Β 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
Β 
FULL ENJOY πŸ” 8264348440 πŸ” Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY πŸ” 8264348440 πŸ” Call Girls in Diplomatic Enclave | DelhiFULL ENJOY πŸ” 8264348440 πŸ” Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY πŸ” 8264348440 πŸ” Call Girls in Diplomatic Enclave | Delhi
Β 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
Β 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
Β 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Β 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
Β 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
Β 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
Β 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Β 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
Β 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
Β 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
Β 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
Β 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
Β 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
Β 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Β 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
Β 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
Β 

AI Fundamentals: An Introduction to Key Concepts and Applications

  • 1.
  • 2. Presented by, Shahabaj Dange
  • 3. ARTIFICIAL INTELLIGENCE β€’ Intelligence: β€œability to learn, understand and think” (Oxford dictionary) β€’ AI is the study of how to make computers make things which at the moment people do better. β€’ Examples: Speech recognition, Smell, Face, Object, Intuition, Inferencing, Learning new skills, Decision making, Abstract thinking. 2/26/2013 Artificial Intelligence 3
  • 6. Specific characteristics of intelligent behavior: – Learn from experience and apply the knowledge acquired from experience. – Handle complex situations. – Solve problems when important information is missing. – Determine what is important. – React quickly and correctly to a new situation. – Understand visual images. – Process and manipulate symbols. – Be creative and imaginative. – Use heuristics. 2/26/2013 Artificial Intelligence 6
  • 7. 4 Views of AI Think like humans Think rationally Act like humans Act rationally 2/26/2013 Artificial Intelligence 7
  • 8. Turing Test (developed by Alan Turing, a British Mathematician) attempts to determine whether the responses from a computer with intelligent behavior are indistinguishable from responses from a human.
  • 9. Games οƒ˜ 1950 Claude Shannon published a paper describing how οƒ˜ a computer could play chess. οƒ˜ 1952-1962 Art Samuel built the first checkers program οƒ˜ 1957 a chess program was written by Alex Bernstein at MIT for an IBM 704. Newell and Simon predicted that a computer will beat a human at chess within 10 years. οƒ˜ 1967 MacHack was good enough to achieve a class-C rating in tournament chess. οƒ˜ 1994 Chinook became the world checkers champion οƒ˜ 1997 Deep Blue beat Kasparpov οƒ˜ 2007 Checkers is solved 2/26/2013 Artificial Intelligence 9
  • 10. The difference between Natural and Artificial Intelligence Attributes Natural Artificial Intelligence Intelligence (Human) (Machine) The ability to use sensors (eyes, ears, touch, smell) HIGH LOW The ability to be creative and imaginative HIGH LOW The ability to learn from experience HIGH LOW The ability to be adaptive HIGH LOW The ability to afford the cost of acquiring intelligence HIGH LOW The ability to use a variety of information source HIGH HIGH The ability to acquire large amount of external information HIGH HIGH The ability to make complex calculations LOW HIGH The ability to transfer information LOW HIGH The ability to make a series of calculations rapidly and accurately LOW HIGH 2/26/2013 Artificial Intelligence 10
  • 11. Major Branches of AI – Perceptive system β€’ A system that approximates the way a human sees, hears, and feels objects – Robotics – Vision system – Natural language processing – Neural network – Expert system – Learning system Schematic 2/26/2013 Artificial Intelligence 11
  • 12. Major Branches of Artificial Intelligence VISION LEARNING SYSTEMS SYSTEMS ROBOTICS EXPERT SYSTEMS NEURAL NATURAL LANGUAGE NETWORKS PROCESSING 2/26/2013 Artificial Intelligence 12
  • 13. Major Branches of Artificial Intelligence 1. Robotics Involve developing mechanical or computer devices that perform tasks requiring a high degree of precision or that are hazardous for humans. 2/26/2013 Artificial Intelligence 13
  • 14. 2. Vision Systems Include hardware and software that permit computers to capture, store, and manipulate visual images and pictures. 2/26/2013 Artificial Intelligence 14
  • 15. 3. Natural language processing Computers understand and react to statements and commands made in a β€œnatural” language, such as English. 4. Learning system Computer changes how it functions or reacts to situations based on feedback. 5. Neural network Computer system that can act like or simulate the functioning of the human brain. 6. Expert Systems Consists of hardware and software that stores knowledge and makes inferences, similar to a human expert. 2/26/2013 Artificial Intelligence 15
  • 16. What if Technology goes beyond control ? β€’ The Matrix (Series) β€’ Terminator (Series) β€’ Transformers (Series) β€’ Robot β€’ Startrek 2/26/2013 Artificial Intelligence 16
  • 17. Laws of Robots β€’ stated by Isaac Asimov β€’ First Law: A robot may not injure a human being, or, through inaction, allow a human being to come to harm. β€’ Second Law: A robot must obey orders given it by human beings, except where such orders would conflict with the First Law. β€’ Third Law: A robot must protect its own existence as long as such protection does not conflict with the First or Second Law. 2/26/2013 Artificial Intelligence 17
  • 18. Ethics of AI – People might lose their jobs to automation. – People might lose their sense of being unique. – People might lose some of their privacy rights. – The use of AI systems might result in a loss of accountability. – The success of AI might mean the end of the human race. 2/26/2013 Artificial Intelligence 18
  • 19. AI Applications AI techniques are used in many common applications; just a sample – Intelligent user interfaces – Search Engines – Spell/grammar checkers – Context sensitive help systems – Medical diagnosis systems – Regulating/Controlling hardware devices and processes (e.g, in automobiles) – Voice/image recognition (more generally, pattern recognition) – Scheduling systems (airlines, hotels, manufacturing) – Error detection/correction in electronic communication – Program verification / compiler and programming language design – Web search engines / Web spiders – Web personalization and Recommender systems (collaborative/content filtering) – Personal agents – Customer relationship management – Credit card verification in e-commerce / fraud detection – Data mining and knowledge discovery in databases – Computer games 2/26/2013 Artificial Intelligence 19
  • 20. 2/26/2013 Artificial Intelligence 20
  • 21.
  • 22. 2/26/2013 Artificial Intelligence 22