WorkShop on AI & Gen AI

Work Shop on AI, Gen AI & Emerging Technologies for Professional

This Workshop is designed to provide industry engineers with both theoretical knowledge and practical skills in AI, ML, DL, and emerging technologies, emphasizing real-world applications and hands-on experience.

Day 1:Understanding AI, ML, and DL Fundamentals

9:00 AM - 9:30 AM: Welcome and Introduction

Ø  Overview of the workshop objectives and agenda

Ø  Introduction to the importance of AI in the engineering industry

 

9:30 AM - 10:30 AM: Session 1 - Introduction to Artificial Intelligence (AI)

Ø  Overview of AI: Concepts and significance in the engineering field

Ø  Real-world applications of AI in industry

 

10:30 AM - 10:45 AM: Break (15 minutes)

 

10:45 AM - 11:45 AM: Session 2 - Machine Learning (ML)

Ø  Introduction to ML: Types of learning (supervised, unsupervised, reinforcement)

Ø  Common ML algorithms and their applications in engineering

Ø  Hands-on Session: Building a simple ML model (e.g., predictive maintenance)

 

11:45 AM - 12:45 PM: Session 3 - Deep Learning (DL) for Industrial Applications

Ø  Introduction to DL: Neural networks and architectures

Ø  Industrial applications of DL (e.g., image recognition in manufacturing)

Ø  Hands-on Session: Developing a basic neural network

 

12:45 PM - 1:00 PM: Break (15 minutes)

 

1:00 PM - 2:00 PM: Session 4 - Integration of AI, ML, and DL in Engineering Projects

Ø  Case studies on AI/ML/DL integration in engineering projects

Ø  Challenges and best practices in deploying AI solutions in industry.

Day 2: Advanced AI Techniques and Emerging Technologies

9:00 AM - 9:30 AM: Recap of Day 1 and Introduction to Day 2

Ø  Summary of key learnings from Day 1

Ø  Introduction to advanced AI techniques and emerging technologies

 

9:30 AM - 10:30 AM: Session 5 - Generative AI

Ø  Introduction to Generative AI and its applications


 Hands-on Session: Exploring Generative AI tools for Presentations (Gamma)

 

10:30 AM - 10:45 AM: Break (15 minutes)

 

10:45 AM - 11:45 AM: Session 6 - AI-Driven Automation

Ø  Hands-on Session: Exploring Generative AI tools (ChatGPT, Dall.E, Sora)

 

11:45 AM - 12:45 PM: Session 7 - AI-Driven Automation

Ø  Overview of AI-driven automation and robotics

Ø  Hands-on Session: Implementing basic AI-driven automation solutions

 

12:45 PM - 1:00 PM: Break (15 minutes)

 

1:00 PM - 2:00 PM: Session 8 - Introduction to Emerging Technologies

Ø  Overview of Virtual Reality (VR), Augmented Reality (AR), and Mixed Reality (MR)

Ø  Introduction to Digital Twinning and the Metaverse

Ø  Applications of these technologies in the engineering industry

 

Workshop Conclusion:

2:00 PM - 2:15 PM: Closing Remarks and Q&A

Ø  Summary of the workshop

Ø  Open discussion and feedback collection

Ø  Final Q&A session