Hands-On Artificial Intelligence Technology for Industry 4.0

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Hands-On Artificial Intelligence Technology for…

Program Title: Hands-On Artificial Intelligence Technology for Industry 4.0

Duration: 40 Hours (5 Days)

Brought to you by…

Stradford International College

Lean Smart Industry Solutions PLT

Introduction to Industry 4.0

The Various Industrial Revolutions
Digitalisation and the Networked Economy
Drivers, Enablers, Compelling Forces and Challenges for Industry 4.0
The Journey so far: Developments in USA, Europe, China and other countries
Comparison of Industry 4.0 Factory and Today’s Factory
Trends of Industrial Big Data and Predictive Analytics for Smart Business Transformation
Class Room Discussion

Artificial Intelligence

Introduction
What is AI?
The Foundations of Artificial Intelligence
The History of Artificial Intelligence
The State of the Art
Class Room Discussion
Exercises

Intelligent Agents

Agents and Environments
Good Behavior: The Concept of Rationality
The Nature of Environments

Solving Problems by Searching

Problem-Solving Agents
Example Problems
Searching for Solutions
Uninformed Search Strategies
Informed (Heuristic) Search Strategies
Heuristic Functions
Exercises

Natural Language Processing

Language Models
Text Classification
Information Retrieval
Information Extraction
Class Room Discussion

Natural Language for Communication

Phrase Structure Grammars
Syntactic Analysis (Parsing)
Augmented Grammars and Semantic Interpretation
Machine Translation
Speech Recognition
Exercises

Industrial AI Robotics

Introduction
Robot Hardware
Robotic Perception
Planning to Move
Planning Uncertain Movements
Moving
Robotic Software Architectures
Application Domains
Class Room Exercise

Philosophical Foundations

Weak AI: Can Machines Act Intelligently?
Strong AI: Can Machines Really Think?
The Ethics and Risks of Developing Artificial Intelligence
Exercises

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