AI CERTs
AI for Telecommunications 专项课程
AI CERTs

AI for Telecommunications 专项课程

AI-Powered Transformation in Telecommunications. Learn AI tools to optimize telecom networks, enhance security, and automate customer support.

AI CERTs Team

位教师:AI CERTs Team

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推荐体验

4 周 完成
在 10 小时 一周
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推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Optimize Network Performance: Use AI for traffic prediction, QoS/QoE improvement, and automated network optimization with TensorFlow and Python.

  • Secure Telecom Infrastructure: Implement ML for anomaly detection, fraud prediction, and cybersecurity using Scikit-Learn and IDS.

  • AI for 5G/IoT: Optimize planning, spectrum, and device intelligence with Keras and edge/cloud solutions.

  • Enhance Customer Experience: Build AI bots, sentiment analytics & churn prediction engines using NLP, Python, and Power BI for superior telecom CX.

要了解的详细信息

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授课语言:英语(English)
最近已更新!

November 2025

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专业化 - 3门课程系列

您将学到什么

  • AI Foundations: Grasp core AI, ML, and NLP concepts and their transformative role in modern telecom systems.

  • Data Engineering: Learn to build and manage telecom data pipelines for AI-driven insights and automation.

  • IoT Integration: Understand how AI enhances IoT device connectivity, monitoring, and real-time data flow.

  • Applied Readiness: Build a solid foundation to advance into 5G, network optimization, and telecom security.

您将获得的技能

类别:Natural Language Processing
类别:Generative AI Agents
类别:Responsible AI
类别:Digital Communications
类别:Network Protocols
类别:System Design and Implementation
类别:Computer Networking
类别:Wireless Networks
类别:Automation
类别:Data Pipelines
类别:Artificial Intelligence
类别:Network Performance Management
类别:Generative AI
类别:Network Architecture
类别:Internet Of Things
类别:Network Troubleshooting
类别:Communication
类别:Emerging Technologies
类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:Telecommunications

您将学到什么

  • Network Intelligence: Apply AI and ML to build self-optimizing, predictive telecom networks.

  • 5G Optimization: Use AI models for efficient 5G deployment, traffic management, and resource allocation.

  • Cybersecurity with AI: Detect anomalies and prevent threats using AI-driven security systems.

  • Operational Efficiency: Automate network operations and enhance system reliability through intelligent analytics.

您将获得的技能

类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:Anomaly Detection
类别:Telecommunications
类别:System Design and Implementation
类别:Digital Communications
类别:Communication
类别:Network Protocols
类别:Tensorflow
类别:Network Architecture
类别:Emerging Technologies
类别:Generative AI
类别:Generative AI Agents
类别:Real Time Data
类别:Wireless Networks
类别:Responsible AI
类别:Deep Learning
类别:Computer Networking
类别:Network Planning And Design
类别:Network Performance Management
类别:Artificial Intelligence

您将学到什么

  • Customer Experience Intelligence: Leverage AI to personalize telecom services and improve customer engagement.

  • IoT & Network Operations: Integrate AI for efficient IoT management and intelligent Network Operations Centers (NOCs).

  • Ethical AI Deployment: Understand governance, transparency, and responsible AI use in telecom systems.

  • Capstone Mastery: Apply AI to real telecom challenges, deploying models and presenting data-driven solutions.

您将获得的技能

类别:Artificial Intelligence
类别:Internet Of Things
类别:Network Protocols
类别:Network Architecture
类别:Tensorflow
类别:Digital Communications
类别:PyTorch (Machine Learning Library)
类别:Generative AI Agents
类别:Generative AI
类别:System Design and Implementation
类别:Network Performance Management
类别:Responsible AI
类别:Emerging Technologies
类别:Wireless Networks
类别:Communication
类别:Network Monitoring
类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:Telecommunications
类别:IT Automation
类别:Computer Networking

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位教师

AI CERTs Team
AI CERTs
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AI CERTs

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