Deep Networks and Basic Terminologies — past-year questions

Questions asked on Deep Networks and Basic Terminologies

1. 1.

   What are the Three Classes of Deep Learning, explain each?

   10M3× seenlast asked 2025
2. 2.

   Describe the importance of activation functions in deep learning models.

   5M1× seenlast asked 2026
3. 3.

   Compare CNN, RNN, and DNN architectures in terms of data types handled, structure, and applications.

   10M1× seenlast asked 2026
4. 4.

   Explain types of neural network.

   5M1× seenlast asked 2025

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Other topics in CSC701

• Introduction to Deep Learning and MLPs
• Optimization Techniques
• Training Feedforward DNN
• Regularization Methods
• Introduction and Types of Autoencoders
• CNN Architecture and Operations
• Modern Deep Learning Architectures
• LSTM and GRU