Opleiding: AI+ Telecommunications Practitioner™ eLearning

Formerly known as AI+ Telecommunications™<br> <br>AI in Telecommunications: Redefining the Future of Seamless Connectivity

  • Foundational Insights: Explore AI technologies enhancing telecom networks, from predictive maintenance to network optimization and customer service automation. 
  • Advanced Applications: Master AI in 5G deployment, anomaly detection, and real-time resource management for improved network performance. 
  • Specialized Expertise: Learn AI solutions for cybersecurity, fraud detection, and efficient IoT integration to ensure network reliability. 
  • Capstone Project: Develop AI-driven solutions for real-world telecom challenges like network optimization and intelligent service delivery. 
Module 1: Introduction to AI in Telecommunications
  • 1.1 AI Fundamentals in Telecommunications
  • 1.2 AI Technologies for Telecom
  • 1.3 Emerging Trends in AI for Telecommunications
  • 1.4 Case Study
  • 1.5 Hands-on
Module 2: Data Engineering for Telecom AI
  • 2.1 Foundation of Telecom Data Engineering
  • 2.2 Designing and Managing the Telecom Data Pipeline
  • 2.3 Data Engineering tools and Technology
  • 2.4 Case Study: SK Telecom’s Big Data Analytics with Metatron Discovery
  • 2.5  Hands on Exercise
Module 3: AI for 5G Networks
  • 3.1 Introduction to 5G
  • 3.2 AI Applications in 5G
  • 3.3 Enhancing Network Management with AI
  • 3.4 Case Study
  • 3.5 Hands-on
Module 4: AI in Network Optimization
  • 4.1 Predictive Network Management
  • 4.2 Performance Enhancement Techniques
  • 4.3 Traffic Management Strategies
  • 4.4 Case Study
  • 4.5 Hands-on
Module 5: AI in Network Security
  • 5.1 Security Threats in Telecom
  • 5.2 AI Security Solutions
  • 5.3 Advanced Security Frameworks
  • 5.4 Case Study
  • 5.5 Hands-on
Module 6: Enhancing Customer Experience with AI
  • 6.1 Personalized Customer Service
  • 6.2 Service Quality Improvement
  • 6.3 Enhancing Customer Engagement
  • 6.4 Case Study
  • 6.5 Hands-on
Module 7: IoT Integration with Telecommunications
  • 7.1 IoT Fundamentals
  • 7.2 Managing IoT Security Challenges
  • 7.3 Enhancing Operational Efficiency with IoT
  • 7.4 Case Study
  • 7.5 Hands-on
Module 8: AI-Integrated Network Operations Centers (NOC)
  • 8.1 Transitioning to AI-driven NOCs
  • 8.2 Automating escalations and root cause analyses
  • 8.3 Closed-loop automation with AI and SDN integration
  • 8.4 Designing AI-ready network architectures
  • 8.5 Change management strategies for AI rollouts in operations
  • 8.6 Case Study: Implementation of AI assistants in NOCs
Module 9: Ethical Considerations in Artificial Intelligence
  • 9.1 Ethical Implications of Using Artificial Intelligence
  • 9.2 Responsible Deployment Practices
  • 9.3 Emerging Trends and Challenges
  • 9.4 Case Study
  • 9.5 Hands-on
Module 10: Capstone Project Tools you will explore
  • TensorFlow
  • Keras
  • Matplotlib

Online proctored exam included, with one free retake.
Exam format: 50 questions, 70% passing, 90 minutes, online proctored exam

Access to all materials and exams is provided for 365 days after delivery.

Instructor-led OR Self-paced course + Official exam + Digital badge
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