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Exam CIPT topic 1 question 69 discussion

Actual exam question from IAPP's CIPT
Question #: 69
Topic #: 1
[All CIPT Questions]

In the realm of artificial intelligence, how has deep learning enabled greater implementation of machine learning?

  • A. By using hand-coded classifiers like edge detection filters so that a program can identify where an object starts and stops.
  • B. By increasing the size of neural networks and running massive amounts of data through the network to train it.
  • C. By using algorithmic approaches such as decision tree learning and inductive logic programming.
  • D. By hand coding software routines with a specific set of instructions to accomplish a task.
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Suggested Answer: B 🗳️
Reference:
https://towardsdatascience.com/notes-on-artificial-intelligence-ai-machine-learning-ml-and-deep-learning-dl-for-56e51a2071c2
by Ssourav at Aug. 9, 2024, 3:18 p.m.

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Ssourav
3 months, 2 weeks ago
Selected Answer: B
B. By increasing the size of neural networks and running massive amounts of data through the network to train it. Deep learning involves using large neural networks with many layers (hence "deep") to analyze and learn from vast amounts of data. This approach allows models to automatically learn and extract complex features from data without the need for manual feature engineering, which significantly enhances the capabilities and performance of machine learning systems.
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