CACS486 Machine Learning

Machine Learning TU Board 2025 question paper

10 questionsSit this paper (timed)

Tribhuvan University

Bachelor of Computer Application

Semester 8 · TU Board 2025

Course Title: Machine Learning (CACS486)

Full Marks: 60Pass Marks: 24Time: 3 hours

Candidates are required to answer the question in their own words as far as possible.

Group B

Attempt any SIX question.(6 × 5 = 30)

  1. 2.

    Explain briefly Key aspects of a network administrator's professional ethics.

    5
  2. 3.

    Why remote administration is needed? What are the different remote administration tools?

    5
  3. 4.

    How does AI and Automation impact modern network management?

    5
  4. 5.

    Explain DNS, DHCP, VPN services to manage and ensure smooth communication between workstations and servers.

    5
  5. 6.

    How do network administrators configure post-installation settings such as user accounts, security policies, and network services on a newly installed OS?

    5
  6. 7.

    Differentiate between windows and Linux Networking system.

    5
  7. 8.

    What are the key components of a procurement plan for an enterprise-level network setup?

    5

Group C

Attempt any TWO questions(2 × 10 = 20)

  1. 9.

    What are the different types of servers? How they interact within a network to deliver seamless services?

    10
  2. 10.

    a) Explain the three main types of network infrastructure. Difference between logical and physical network diagram. b) What is the high-level option for an enterprise datacenter strategy? Explain the differences between the option.

    10
  3. 11.

    a) What is network service monitoring, and why is it important? What tools are commonly used for network service monitoring? b) What are the key differences between full, incremental, and differential backups? How does ransomware impact network backup and recovery strategies?

    10

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