Course Code: 5gedgeai
Duration: 21 hours
Prerequisites:
  • 對5G網絡架構有基本了解
  • 熟悉人工智能和機器學習概念
  • 具有邊緣計算和IoT應用的經驗

對象

  • Telecom專業人員
  • AI工程師
  • 物聯網專家
Overview:

5G和Edge AI通過為實時決策和自動化實現超低延遲應用程序來改變行業。

這個由講師主導的實時培訓(在線或現場)旨在讓中級電信專業人員、AI工程師和希望探索5G網絡如何加速Edge AI應用程序的物聯網 specialists。

培訓結束時,參加者將能夠:

  • 了解5G技術的基本原理及其對Edge AI的影響。
  • 部署針對5G環境中低延遲應用程序優化的AI模型。
  • 使用Edge AI和5G連接實現實時決策系統。
  • 針對邊緣設備的高效性能優化AI工作負載。

課程格式

  • 互動講座和討論。
  • 大量的練習和實踐。
  • 在實驗室環境中進行實際操作。

課程定制選項

  • 如需請求本課程的定制培訓,請與我們聯繫以安排。
Course Outline:

介绍5G和Edge AI

  • 5G网络和边缘计算的概述
  • 4G和5G在AI应用中的关键区别
  • 超低延迟AI中的挑战和机遇

5G架构和Edge Computing

  • 了解AI工作负载的5G网络切片
  • Edge Computing的多Access Edge Computing (MEC)的作用
  • 电信环境中Edge AI的部署策略

在边缘设备上使用5G部署AI模型

  • 使用TensorFlow Lite和OpenVINO进行Edge AI
  • 针对实时处理优化AI模型
  • 案例研究:基于5G的AI视频分析

5G支持的超低延迟应用

  • 自治车辆和智能交通
  • 工业环境中AI驱动的预测维护
  • 医疗保健应用:远程诊断和监测

5G Edge AI系统中的安全性和可靠性

  • 5G AI中的数据隐私和网络安全挑战
  • 确保实时应用中AI模型的鲁棒性
  • 针对AI驱动的电信解决方案的合规性

5G和Edge AI的未来趋势

  • 6G和AI驱动的网络的进展
  • 5G AI的联邦学习整合
  • 智能城市和物联网中下一代应用

总结和结论

Sites Published:

United Arab Emirates - 5G and Edge AI: Enabling Ultra-Low Latency Applications

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