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AI+ Telecommunications™
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Introduction
Course Introduction
Module 1: Introduction to AI in Telecommunications
Module 1: Introduction to AI in Telecommunications
Audio Book: Introduction to AI in Telecommunications
Podcast: Introduction to AI in Telecommunications
1.1 What is AI?
1.2 Telecom Industry Overview: The Role of AI in Transformation
1.3 Impact of AI on Telecom Services
1.4 What is Machine Learning?
1.5 Machine Learning in Telecom Industry
1.6 Natural Language Processing (NLP) and Computer Vision
1.7 Emerging trends in AI for Telecommunications
1.8 Case Study: Automating Customer Support Using NLP
ACTIVITY: Timeline
Quiz
Hands - On 1
Hands - On 2
Module 2: Data Engineering for Telecom AI
Module 2: Data Engineering for Telecom AI
Audio Book: Data Engineering for Telecom AI
Podcast: Data Engineering for Telecom AI
2.1 Data Engineering and Telecom Data
2.2 Processing structured vs. unstructured data
2.3 Designing and Managing the Telecom Data Pipeline
2.4 Data Engineering tools and Technology
2.5 Case Study: SK Telecom’s Big Data Analytics with Metatron Discovery
ACTIVITY: Tab
Quiz
Hands - On
Module 3: AI for 5G Networks
Module 3: AI for 5G Networks
Audio Book: AI for 5G Networks
Podcast: AI for 5G Networks
3.1 Introduction to 5G
3.2 AI Applications in 5G
3.3 Enhancing Network Management Sharing, AI
3.4 Case Study: SK Telecom—AI-Powered QoE Optimization for Real-Time Gaming and Streaming in 5G Networks
ACTIVITY: Case Study
Quiz
Hands - On
Module 4: AI in Network Optimization
Module 4: AI in Network Optimization
Audio Book: AI in Network Optimization
Podcast: AI in Network Optimization
4.1 Predictive Network Management
4.2 Performance Enhancement Techniques
4.3 Traffic Management Strategies
4.4 Case Study: Ericsson—Enhancing Network Performance with AI-Driven Load Balancing
ACTIVITY: Sequence Arrangement
Quiz
Hands - On 1
Hands - On 2
Module 5: AI for Network Security
Module 5: AI for Network Security
Audio Book: AI for Network Security
Podcast: AI for Network Security
5.1 Security Threats in Telecom
5.2 AI Security Solutions
5.3 Advanced Security Frameworks
5.4 Case Study: AI-Based Fraud Detection in Telecom
ACTIVITY: Hotspot
Quiz
Hands - On 1
Hands - On 2
Module 6: Enhancing Customer Experience with AI
Module 6: Enhancing Customer Experience with AI
Audio Book: Enhancing Customer Experience with AI
Podcast: Enhancing Customer Experience with AI
6.1 Personalized Customer Service
6.2 Service Quality Improvement
6.3 Enhancing Customer Engagement
6.4 Case Study
ACTIVITY: Problem Statement
Quiz
Hands - On 1
Hands - On 2
Module 7: IoT Integration with Telecommunication
Module 7: IoT Integration with Telecommunication
Audio Book: IoT Integration with Telecommunication
Podcast: IoT Integration with Telecommunication
7.1 IoT Fundamentals
7.2 Managing IoT Security Challenge
7.3 Enhancing Operational Efficiency with IoT
7.4 Case Study
ACTIVITY: Tab
Quiz
Hands - On
Module 8: AI-Integrated Network Operations Centers (NOCs)
Module 8: AI-Integrated Network Operations Centers (NOCs)
Audio Book: AI-Integrated Network Operations Centers (NOCs)
Podcast: AI-Integrated Network Operations Centers (NOCs)
8.1 Transitioning to AI-Driven NOCs: From reactive to predictive operations
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
8.7 Case Study: Nokia's Integration of AI in Network Optimization
ACTIVITY: Drag and Drop
Quiz
Hands - On
Module 9: Ethical Considerations in Artificial Intelligence
Module 9: Ethical Considerations in Artificial Intelligence
Audio Book: Ethical Considerations in Artificial Intelligence
Podcast: 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
ACTIVITY: Scenario Activity
Quiz
Hands - On
Module 10: Capstone Project
Module 10: Capstone Project
10.1 Introductory Video for Capstone Project
Course Summary
Course Summary
Resources
AI+ Telecommunications Blueprint
AI+ Telecommunications Detailed Curriculum
AI+ Telecommunications Tools
AI+ Telecommunications Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Telecommunications Examination
AI+ Telecommunications Examination
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