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Safe AI in Telecoms: Network Automation, Customer Systems and Regulatory Duties

Where AI Is Used Across Networks, Operations and Customer Care

Quiz: Where AI Is Used Across Networks, Operations and Customer Care

Network Automation and Human Oversight of Autonomous Changes

Quiz: Network Automation and Human Oversight of Autonomous Changes

Telecoms Security Duties and AI Inside the Network

Quiz: Telecoms Security Duties and AI Inside the Network

Fault Prediction, Root Cause Analysis and False Alarms

Quiz: Fault Prediction, Root Cause Analysis and False Alarms

Capacity Planning Models and Service Quality Commitments

Quiz: Capacity Planning Models and Service Quality Commitments

Churn and Retention Models: Fairness and Customer Detriment

Quiz: Churn and Retention Models: Fairness and Customer Detriment

Credit Checks, Debt Management and Vulnerable Customers

Quiz: Credit Checks, Debt Management and Vulnerable Customers

Fraud Detection, SIM Swap and Wrongly Blocked Accounts

Quiz: Fraud Detection, SIM Swap and Wrongly Blocked Accounts

Customer Service Automation and Complaint Handling Rules

Quiz: Customer Service Automation and Complaint Handling Rules

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Quiz: Capacity Planning Models and Service Quality Commitments

Safe AI in Telecoms: Network Automation, Customer Systems and Regulatory Duties
Capacity Planning Models and Service Quality Commitments
Quiz: Capacity Planning Models and Service Quality Commitments

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Question 1 of 5

1. Question

What is a key characteristic of traditional capacity planning models?

They use machine learning algorithms to predict usage
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They rely on linear projections based on past usage patterns
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They focus exclusively on real-time traffic data
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They ignore seasonal and cyclical variations
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Question 2 of 5

2. Question

Which type of model is most suitable for predicting network demand during events like concerts or sporting matches?

Linear forecasting models
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Statistical models that account for seasonal variations
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Time-series analysis models
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Scenario-based planning models
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Question 3 of 5

3. Question

What must network managers consider when making decisions about capacity investment?

The cost of network equipment only
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The risk of network congestion versus investment costs
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The number of network engineers available
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The colour of network cables
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Question 4 of 5

4. Question

Which of the following is a typical service quality commitment made by telecom operators?

Guaranteed data transfer speeds of 100 Mbps
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Maximum latency thresholds for voice calls
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Automatic network updates every quarter
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Unlimited data usage for all customers
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Question 5 of 5

5. Question

What is an important aspect of implementing capacity planning in practice?

Avoiding collaboration with sales teams
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Including automated monitoring and response mechanisms
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Reducing the frequency of network reviews
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Ignoring traffic management interventions
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