This intermediate-level course builds on Pathway A to help you advance from understanding AI concepts to designing and implementing intelligent telecom systems. You’ll dive deep into AI-powered automation, deep learning for anomaly detection, predictive network optimization, and real-time decision intelligence for 5G and IoT ecosystems.
Network and Security Optimization in Telecommunication
Network and Security Optimization in Telecommunication
This course is part of AI for Telecommunications Specialization
Instructor: AI CERTs Team
Included with
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
5 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
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.
Skills you'll gain
- Computer Networking
- Real Time Data
- System Design and Implementation
- Artificial Intelligence
- Model Deployment
- Network Architecture
- AI Security
- Artificial Intelligence and Machine Learning (AI/ML)
- Telecommunications
- Digital Communications
- Emerging Technologies
- Network Performance Management
- Network Protocols
- Generative AI Agents
- Wireless Networks
- Communication
- Responsible AI
- Tensorflow
- Anomaly Detection
- Generative AI
- Skills section collapsed. Showing 7 of 20 skills.
Details to know
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Recently updated!
November 2025
Assessments
3 assignments
Taught in English
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This course is part of the AI for Telecommunications Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 3 modules in this course
This module covers a quick summary of what the certification is going to cover from start to finish. Here is the brief about the structure of the overall certification: Each of our certifications follows a consistent, multimodal structure to provide a flexible learning experience. The content is available across four formats: eBooks: In-depth written material for focused learning. Audiobooks: Audio version of the eBook, perfect for learning on the go. Podcasts: Engaging audio content to reinforce key concepts. Videos: Modular video chunks, each covering a specific topic. The names of the eBooks, Audiobooks, and Podcasts are the same, ensuring you can seamlessly switch between formats without losing track of the content. Videos are divided into bite-sized modules for easier consumption, and all content across these mediums is consistent, so no matter which format you choose, the information remains the same. This gives you the freedom to learn in the way that works best for you.
What's included
4 videos1 assignment2 plugins
What's included
4 videos1 assignment2 plugins
What's included
4 videos1 assignment2 plugins
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Frequently asked questions
This pathway focuses on applying AI to optimize telecom networks, enhance 5G performance, and strengthen cybersecurity systems.
While Pathway A builds AI foundations, Pathway B emphasizes hands-on applications—using AI for predictive maintenance, network optimization, and security automation.
You’ll work with tools like TensorFlow, Keras, Scikit-learn, and PyTorch for building and training AI models for telecom systems.
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Financial aid available,