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Secure Edge Al: Build Secure Al Products End-to-End

TESA
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In this lesson, you will explore how to design and build secure AI systems on edge devices, combining artificial intelligence with strong security practices from the ground up.

You will learn the fundamentals of edge computing, including how data is processed locally, how AI models are deployed on embedded or edge hardware, and why security is critical in real-world AI applications.

Throughout the course, you will gain hands-on experience in developing end-to-end AI solutions, from data acquisition and model development to secure deployment and system integration.

This course is designed for both beginners and professionals who want to build reliable, scalable, and secure AI products, ready for real-world environments such as industrial systems, smart devices, and connected infrastructure.

Course Benefits

1. Understand the fundamentals of Edge AI and secure system design
2. Gain knowledge of data security, encryption, and secure communication
3. Enhance your ability to build trustworthy and secure AI applications
4. Apply AI in real-world use cases such as smart industry and IoT systems

Courses Structure

Chapter 1: Introduction to Secure Edge AI
    Course Trailer
    What's your benefit
Chapter 2: Getting Started
    Environment Setup & Prerequisites for Secure Edge AI (Modustoolbox setup, Deepcraft Studio, VSCode)
    Introduction to DEEPCRAFT Studio, Modustoolbox and VSCode
    Create your first project on DEEPCRAFT Studio
Chapter 3: Secure Connectivity with TESAIoT Developer Hub
    Understand the developer lifecycle
    Secure IoT Connectivity MQTT TESA license
    Secure Boot Concept
    Hello World Secure App with PSOC Edge EVT EC2 (Enable Image validate)
    Hello World Secure App with PSOC Edge EVT EC2 (Overwrite Mode)
    Hello World Secure App with PSOC Edge EVT EC2 (SWAP Mode)
    Secure OTA Wi-Fi Https application example with local server
Chapter 4: Edge AI Playground with Deepcraft Studio
    Image Object Detection on DEEPCRAFT Studio
    Voice Recognition on DEEPCRAFT Studio
    DEEPCRAFT Studio already project template
    Create Custom model on DEEPCRAFT Studio
Chapter 5: Data Analytic & AI Agent with TESAIoT Platform
    Data Exploratory
    Data Labeling & AI Model Training
    AI Agent
Chapter 6: Integrate Your Own Application/Platform with TESAIoT Foundation Platform
    The Gateway & Data Routing
    The Intelligent 3rd-Parties Platform
    Complete Loop Integration & Assessment

Learning Hours

60 Hours

Staff

Mr. Sukonthee Sungkhun
Video Analytics Developer

Course Summary

  1. Course Number

    L002

  2. Classes Start

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