Digital Twin Series

🚀 Bring Your Ideas to Life with Digital Twins – 8-Week Hands-On Workshop Series

Unlock the power of Digital Twins in this immersive, 8-week workshop series! 💡 Learn how to model real-world systems, connect IoT data, and visualize insights using Azure’s cutting-edge tools. From foundational concepts to a fully deployed digital twin application, this series guides you step by step culminating in a live Azure integration. 🌐

📅 Workshop Schedule (Saturdays 11 AM–12 PM PST):

Week 1: Digital Twin Basics – Oct 25 🏗️

• Build core understanding of digital twins and its powerful industry use cases.

Week 2: Azure Digital Twins Initial Setup – Nov 1 ⚙️

• Learn about IoT, Azure Digital Twins and Digital Twins Definition Language while creating an initial working twin model.

Week 3: Azure Event Hub for Simulation – Nov 15 🔄

• Explore proper simulation practices and Event Hub essentials and test run twin logic using Python simulation code.

Week 4: Data Processing with Azure Data Explorer – Nov 22 📊

• Cover Kusto Query Language fundamentals and how to perform Azure Data Explorer ingestion.

Week 5: Training Robust Inference Pipelines with Azure Machine Learning – Nov 29 🤖

• Train retrieved data in an Azure ML model for digital twin inference and predictive control

Week 6: Creating an ML Inference Twin Model – Dec 6 🛠️

• Assemble and deploy a working digital twin model powered by ML inference

Week 7: Creating a Baseline Twin Model – Dec 13 🧩

• Assemble and deploy a baseline, custom logic digital twin model

Week 8: Digital Twin Performance & Scalability – Dec 20 📈

• Assess digital twin performance from leveraging ML and learn how to scale twin systems

👥 Who Should Attend:

• Aspiring data scientists and AI enthusiasts
• Educators and students exploring machine learning
• Developers interested in prototyping with Azure AI

💡 What You’ll Gain:

• Hands-on experience with Digital Twin technology
• End-to-end understanding of AI pipeline development on Azure
• Practical skills to build and deploy real-world AI applications

💻 Format: 100% online | Interactive, step-by-step workshops

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