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Artifical Intelligent Workshop

Pre-requisite : None

Target Audience

The basic knowledge of Computer Science is mandatory. The knowledge of Mathematics, Languages, Science, Mechanical or Electrical engineering is a plus.

Duration : 4 Days

Workshop Outline

What is Artificial Intelligence ?

  • Philosophy of AI
  • Goals of AI
  • What Contributes to AI?
  • Programming Without and With AI
  • What is AI Technique?
  • Applications of AI
  • History of AI

INTELLIGENT SYSTEMS

  • What is Intelligence ?
  • Types of Intelligence
  • What is Intelligence Composed of ?
  • Difference between Human and Machine Intelligence

RESEARCH AREAS OF AI

  • Real Life Applications of Research Areas
  • Task Classification of AI

AGENTS AND ENVIRONMENTS

  • What are Agent and Environment ?
  • Agents Terminology Rationality
  • What is Ideal Rational Agent ?
  • The Structure of Intelligent Agents
  • The Nature of Environments
  • Properties of Environment

POPULAR SEARCH ALGORITHMS

  • Single Agent Pathfinding Problems
  • Search Terminology
  • Brute-Force Search Strategies
  • Informed (Heuristic) Search Strategies
  • Local Search Algorithms

FUZZY LOGIC SYSTEMS

  • What is Fuzzy Logic?
  • Why Fuzzy Logic?
  • Fuzzy Logic Systems Architecture
  • Example of a Fuzzy Logic System
  • Application Areas of Fuzzy Logic
  • Advantages of FLSs
  • Disadvantages of FLSs

NATURAL LANGUAGE PROCESSING

  • Components of NLP
  • Difficulties in NLU
  • NLP Terminology
  • Steps in NLP
  • Implementation Aspects of Syntactic Analysis

EXPERT SYSTEMS

  • What are Expert Systems ?
  • Capabilities of Expert Systems
  • Components of Expert Systems Knowledge Base
  • Inference Engine
  • User Interface
  • Expert Systems Limitations
  • Applications of Expert System
  • Expert System Technology
  • Development of Expert Systems: General Steps
  • Benefits of Expert Systems

ROBOTICS

  • What are Robots?
  • What is Robotics?
  • Difference in Robot System and Other AI Program
  • Robot Locomotion
  • Components of a Robot
  • Computer Vision
  • Tasks of Computer Vision
  • Application Domains of Computer Vision
  • Applications of Robotics

NEURAL NETWORKS

  • What are Artificial Neural Networks (ANNs) ?
  • Basic Structure of ANNs
  • Types of Artificial Neural Networks
  • Working of ANNs
  • Machine Learning in ANNs
  • Bayesian Networks (BN)
  • Applications of Neural Networks

Locations offered

On-demand Anytime Anywhere Instructor led training available

Chennai, Bangalore, Hyderabad, Pune & other major cities in India, USA, UK, Middle east, Dubai & Singapore.

Offers

Early bird / Group / Corporate Group / Festive offers available

Dreams Plus an Exin accredited organization for Training, Certification, Courseware in Chennai and in several other places with a professional EXIN certification.

To ensure a practical learning experience for our students, we conduct high-quality training using VMEdu’s online and classroom course material presented in multiple formats such as podcasts, video lecturers, simulated tests and mobile apps.

DreamsPlus an Peoplecert Accredited Organization for Training, Certification, Courseware in Chennai and several other places.

Leading training organisation with PearsonVUE test centre  facility. Our trained students and new students could use the testing facility to deliver more than 200+ It exams.. Pearson VUE — is  the global leader in computer-based testing.

Enjoy  your testing  and training  experience in one place.