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Juniper JN0-253 Exam Syllabus Topics:

SectionObjectives
Marvis Virtual Network Assistant AI- AI-driven insights
- Troubleshooting capabilities
Juniper Mist Network Operations and Management- Wireless network management and operations features
- Wired network management and operations features
Juniper Mist Cloud Fundamentals- AI concepts
- Juniper Mist cloud capabilities and use cases
- Benefits of using cloud-based management
- Machine learning
Juniper Mist Monitoring and Analytics- Performance dashboards
- Data-driven insights
- User experience metrics
Juniper Mist Configuration Basics- Advanced configurations
- Cloud accounts concepts and functionality
- Initial configurations

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Juniper Mist AI, Associate (JNCIA-MistAI) Sample Questions (Q42-Q47):

NEW QUESTION # 42
Using the Mist UI, where do you look for high priority end-user issues on the network?

Answer: B


NEW QUESTION # 43
What are two components of WiFi Management and Assurance? (Choose two.)

Answer: A,D

Explanation:
Dynamic Packet Capture and Radio Resource Management (RRM) are two key components of WiFi Management and Assurance in Juniper Mist. According to official documentation: "Dynamic packet capture allows capturing wireless packets between clients and an access point to diagnose root-cause wireless issues.
For example, when a major issue is detected, such as an authorization failure, packet captures facilitate quick troubleshooting and root-cause analysis." RRM, driven by Mist's AI, proactively analyzes network conditions and client experiences to automatically adjust channel and power settings for optimal performance: "AI- driven RRM uses data science and cumulative SLE performance to learn and optimize radio settings, helping RF planning to continue to improve and adapt in the changing environments..." Marvis Actions is an AI-powered troubleshooting feature, but it is a separate component enabled by the Marvis subscription, not by base WiFi Management and Assurance. Wayfinding is part of the vBLE Engagement or location services.
Reference:Juniper Mist Wi-Fi Assurance | UK&I , Mist Management Guide , Platform Wi-Fi Assurance - NetworkScreen.com


NEW QUESTION # 44
When browsing the Marvis Actions page, you notice that something has triggered the "AP Offline" Marvis Action. You click on that action.
What information will you see displayed? (Choose two.)

Answer: C,D

Explanation:
When browsing the Marvis Actions page and you click on the "AP Online" Marvis Action, you will see:
Marvis Action Status: This indicates the current state of the action, whether it is in progress, resolved, or another status.
Recommended Action: Marvis will provide a suggested course of action to resolve the issue. This could include steps like configuration changes or other remedial actions.


NEW QUESTION # 45
Click the Exhibit button.

Referring to the exhibit, how many Marvis for Wireless subscriptions have been purchased and onboarded?

Answer: D

Explanation:
In the exhibit, the Marvis for Wireless subscription shows usage as 21 of 82. The second number (82) indicates the total number of subscriptions purchased and onboarded, while the first number (21) represents the number currently in use.


NEW QUESTION # 46
What is the sampling method used in supervised learning?

Answer: C

Explanation:
The fundamental sampling method used in supervised learning is a labeled dataset. As described in Juniper Mist AI and machine learning application guides, supervised learning algorithms are trained using datasets in which each sample is paired with a known output (label). The model is fed examples comprising input data and the correct answer, learning patterns to map new inputs to their target outputs. While regression, decision tree, and random forest are techniques within supervised learning, the process fundamentally relies on having a labeled dataset for both training and validation phases. "Supervised machine learning models are built on labeled data, with each input paired to a target value or classification." This allows for accurate model training and evaluation.
Reference:Juniper Mist AI Explainable AI Reference , Machine Learning in Juniper Mist


NEW QUESTION # 47
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