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How Artificial Intelligence (AI)
is leading the digital revolution
Jayant Sinha
Principal Consultant
(Energy & Utilities)
Anatomy of AI
 AI - Coined by John
McCarthy
 Intelligent computer
programs
 Mimic human brain
 Analyze situations
 Perform complex
calculations
 Learn and Evolve
2
Analytical
Skills
Cognitive
Skills
Computational
Skills
Patterning & Visualisation
Modeling & Simulation Logic and reasoning
Cognitive evolution
3
Tabulating Era
1900-1950s 1950-Present
Programming Era
2015 - …
Cognitive Era
The Process
 Deep Learning uses a multi-layered
Artificial Neural Network (ANN) to learn,
without being explicitly programmed.
 Machine Learning uses ‘cognition’ and
mathematical calculations to draw
inferences from the data.
 AI is the overarching technology which
uses both and acts in a way a normal
intelligent person would, but much faster
and accurately.
4
Artificial
Intelligence
(AI)
Machine
Learning
(ML)
Deep
Learning
(DL)
Applications
5
Data Mining
Automotive
Computer Vision
Cyber Security
Robotics
Virtual assistants
Gaming
Natural Language Processing
Developments
 Watson AI Platform - IBM
 Natural Language Processing
(NLP)
 SIRI - Apple
 Cortana - Microsoft
 Alexa/ Echo – Amazon
 Google – Google Now
 Samsung - Bixby
 Vision Systems
 Fuzzy Logic
 Smart Wearables
 Robotics
6
Use Cases
 Automobiles
 Aviation
 Medicine
 Finance & Commerce
 Utilities
 Education
 Defense
 Self driving vehicles
 Autopilots
 Nanobots
 Automatons
 Internet bots
 Smart machines
 Expert systems
7
Convergence
8
Courtesy: https://blogs.thomsonreuters.com
The Future (2020-2030)
9
Quantum Computing
Cyber crime prevention
Search for Extra-terrestrial intelligence
Climate Change Control
Virtual Reality simulation
Gait recognition
Preventive Healthcare
Language ceases to be barrier
Natural vs Artificial
 Creative
 Knowledge acquisition is
inherent
 Works with sensory
experience
 Natural ability of reasoning
and logic
 Intuition
 Emotions
 Programmed knowledge
 AI works with symbolic inputs
 Capability of sensors
 Learning curve
 Often non-intuitive
 Dispassionate
1 0
Natural Intelligence Artificial Intelligence
Thank you!
11
Jayant Sinha
E: jayant.sinha@enzen.com

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How AI is Leading the Digital Revolution

  • 1. How Artificial Intelligence (AI) is leading the digital revolution Jayant Sinha Principal Consultant (Energy & Utilities)
  • 2. Anatomy of AI  AI - Coined by John McCarthy  Intelligent computer programs  Mimic human brain  Analyze situations  Perform complex calculations  Learn and Evolve 2 Analytical Skills Cognitive Skills Computational Skills Patterning & Visualisation Modeling & Simulation Logic and reasoning
  • 3. Cognitive evolution 3 Tabulating Era 1900-1950s 1950-Present Programming Era 2015 - … Cognitive Era
  • 4. The Process  Deep Learning uses a multi-layered Artificial Neural Network (ANN) to learn, without being explicitly programmed.  Machine Learning uses ‘cognition’ and mathematical calculations to draw inferences from the data.  AI is the overarching technology which uses both and acts in a way a normal intelligent person would, but much faster and accurately. 4 Artificial Intelligence (AI) Machine Learning (ML) Deep Learning (DL)
  • 5. Applications 5 Data Mining Automotive Computer Vision Cyber Security Robotics Virtual assistants Gaming Natural Language Processing
  • 6. Developments  Watson AI Platform - IBM  Natural Language Processing (NLP)  SIRI - Apple  Cortana - Microsoft  Alexa/ Echo – Amazon  Google – Google Now  Samsung - Bixby  Vision Systems  Fuzzy Logic  Smart Wearables  Robotics 6
  • 7. Use Cases  Automobiles  Aviation  Medicine  Finance & Commerce  Utilities  Education  Defense  Self driving vehicles  Autopilots  Nanobots  Automatons  Internet bots  Smart machines  Expert systems 7
  • 9. The Future (2020-2030) 9 Quantum Computing Cyber crime prevention Search for Extra-terrestrial intelligence Climate Change Control Virtual Reality simulation Gait recognition Preventive Healthcare Language ceases to be barrier
  • 10. Natural vs Artificial  Creative  Knowledge acquisition is inherent  Works with sensory experience  Natural ability of reasoning and logic  Intuition  Emotions  Programmed knowledge  AI works with symbolic inputs  Capability of sensors  Learning curve  Often non-intuitive  Dispassionate 1 0 Natural Intelligence Artificial Intelligence
  • 11. Thank you! 11 Jayant Sinha E: jayant.sinha@enzen.com