Duplicate of ETI PT-1

What is the primary purpose of sensors in IoT devices?

11. Deep Learning models are built using which of the following structures?

7. Which layer ensures that data is consistently interpreted across the network?

10. What is the purpose of the Loss Function in machine learning?

6. The "smart contracts" that automate and enforce agreements reside in which layer?

What is a key characteristic that distinguishes 5G from previous generations of mobile networks in terms of latency?

12. What distinguishes Deep Learning from traditional Machine Learning?

7. In Supervised Learning, what type of data is used to train the model?

15. In which scenario would Recurrent Neural Networks (RNNs) be most appropriate?

Which communication protocol is commonly used in IoT?

11. Which of the following is NOT a potential benefit of blockchain adoption?

20. What technique is used in Deep Learning to prevent overfitting and improve generalization?

Which describes IoT scalability?

4. Which of the following is NOT a type of AI?

What is a key feature of IoT in healthcare?

9. Which layer handles the dissemination of transactions and blocks across the network?

What advantage does IoT bring to industrial settings?

The ____________provide the connectivity for all components and physically separated functions within the NGN

12. Which of the following is a common use case for blockchain technology?

What enables IoT device identification?

2. Which of the following is a key component of AI?

16. Which type of neural network architecture is particularly designed for tasks like generating realistic images?

What is a feature of IoT in manufacturing?

5. Which of the following is an example of a real-world AI application?

22. What is the main difference between Supervised Learning and Unsupervised Learning?

Which is a disadvantage of IoT implementation?

9. In which machine learning technique do models learn from sequences of data to make predictions?

2. What is the core concept behind blockchain technology?

17. What is a key feature of a Transformer Network in deep learning?

10. What is a major limitation of centralized systems that blockchain aims to address?

What is a feature of IoT in agriculture?

What best describes the Internet of Things (IoT)?

What does the term "network slicing" refer to in the context of 5G?

What security concern is most critical in IoT?

14. What is the purpose of the "Activation Function" in a neural network?

Which is an IoT application in transportation?

6. What does Machine Learning (ML) focus on?

21. In Reinforcement Learning, which of the following is the agent’s goal?

8. How are new blocks added to the blockchain, a process managed by which layer?

3. Which field of AI focuses on making machines understand and process human languages?

3. Which is a key characteristic of a centralized system?

Which security measure is essential for IoT?

What is a primary characteristic of 5G network slicing?

Which frequency band is primarily associated with 5G's ultra-high-speed capabilities?

What characterizes IoT device intelligence?

1. What is the primary goal of Artificial Intelligence (AI)?

4. What is a primary advantage of a decentralized system like blockchain?

What type of data can IoT devices collect?

What role does 5G play in IoT?

8. Which of the following is an example of a Supervised Learning algorithm?

_ provides capabilities to interwork with end-user functions & other networks, including other types of NGN & many exist

Which is an advantage of IoT in retail?

1. Which of the following best describes the "backstory" of blockchain?

19. Which of the following is NOT a common application of deep learning?

13. Which of the following is a popular architecture used for image recognition tasks in Deep Learning?

18. Which of the following is a major challenge when training deep learning models?

5. Which blockchain layer is responsible for user interfaces and applications that interact with the blockchain?