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AI+ Telecommunications Practitioner™
Telecommunications is changing – and AI is the decisive driver. Intelligent algorithms control network processes, optimize resources and detect faults before they occur. This training shows how these technologies can be applied in practice.
Key topics
- AI-driven management and optimization of network infrastructures.
- Analysis of traffic and usage data using machine learning methods.
- Proactive fault diagnosis and predictive maintenance strategies.
- Improving service quality through data-driven decision processes.
- Detection of security-relevant anomalies through AI-powered analysis systems.
Prerequisite
A basic technical understanding of IT or telecommunications is helpful.
Target group
This training is aimed at professionals working in network operations, infrastructure management or technical innovation who want to apply AI methods in a targeted way.
The training builds a sound understanding of how AI is used in modern telecommunications networks – practical and directly applicable.
course content
AI Fundamentals in Telecommunications
- Core concepts of AI in telecommunications
- Relevant AI tools and platforms in the telecoms sector
- Current developments and future directions
- Real-world telecoms example
- Hands-on exercise
Data Management and Engineering in Telecoms
- Introduction to data engineering concepts for telecommunications
- Building and operating data pipelines in the telecoms sector
- Relevant tools and technologies in the data domain
- Case example: Big data analytics in telecommunications
- Practical lab exercise
AI-Driven 5G Technologies in Action
- Core principles and architecture of modern 5G networks
- How AI can be applied in 5G environments
- AI-powered optimization of network operations
- Real-world 5G example
- Applied exercises
Network Optimization through Machine Learning
- Predictive network management using AI methods
- Strategies for boosting network performance
- Intelligent control of network traffic
- Real-world example
- Hands-on exercise
Security Solutions Powered by AI in Networks
- Threat scenarios and vulnerabilities in telecoms systems
- AI-driven detection and defence mechanisms
- Modern security architectures at a glance
- Real-world example
- Hands-on exercise
AI-Driven Optimization of Customer Communication
- Tailored service offerings through AI methods
- Raising quality standards in customer support
- Strategies for sustainable customer retention
- Real-world example
- Hands-on exercise
Connecting IoT and Telecommunications Systems
- Core principles and architectures of the Internet of Things
- Security requirements and risks in IoT environments
- IoT-based efficiency gains in network operations
- Real-world example
- Hands-on exercise
AI in Modern Network Operations Centers
- Transforming network operations with AI-powered NOCs
- AI-based fault analysis and automated escalation management
- Self-optimizing network processes with AI and SDN
- Designing intelligent network structures
- Real-world example
- Hands-on exercise
AI Ethics and Responsible Deployment
- Impact and responsibility when deploying AI
- Principles of ethically sound AI deployment
- New developments and open questions in AI
- Real-world example
- Hands-on exercise
Final Project
- Practical project to consolidate course content
Up to 100% funding for your continuing education
Attractive funding opportunities are available for numerous continuing education programs – depending on the funding program, up to 100% funding is possible.
The requirement is that you live or work in Germany. Our funding opportunities are not available outside of Germany.
Funding opportunities are available for career starters, job seekers, career changers, startups, experienced professionals, those seeking career advancement, and specialists.
