How to use the Deep Learning MCQ Quiz
- 1. Choose the length10 random deep learning questions, or all 25. Untick shuffle for a fixed order.
- 2. AnswerPick an option and see straight away whether it's right, with a one-line reason.
- 3. See your scoreFinish to get your score and a review of every question with the correct answer.
What the quiz covers
This quiz suits B.Tech and MCA students taking deep learning electives, and candidates preparing for ML engineer interviews. The 25 questions are grouped into 5 areas, shown above each question: Neural network basics, Training, Regularisation, CNNs, Sequences & transformers.
A sample question explained
"What is backpropagation?" The answer is Computing gradients of the loss with respect to every weight using the chain rule. Backprop efficiently computes the gradients that gradient descent uses. Backprop computes the gradients; the optimiser such as Adam decides how to use them.
More questions you'll meet
A few of the other deep learning questions in the bank:
- Why are non-linear activation functions needed?
- What is the learning rate?
- Which loss is standard for multi-class classification?
- What is the vanishing gradient problem?
- What is early stopping?
- What is data augmentation for images?
- What is transfer learning?
Study tips
- Train a small network in PyTorch and watch training and validation loss together.
- Be able to explain why ReLU, residual connections and batch norm help deep networks train.
- Aim for at least 20 out of 25 on two separate attempts before you treat deep learning as revised; one lucky score can hide gaps.
Questions and options are shuffled on each attempt, so a retake is a fresh test. The deep learning questions were written by Uncodemy for practice; they aren't copied from any exam or company test.
Frequently asked questions
Is there code in the questions?
No. The questions are conceptual, so they suit both PyTorch and TensorFlow learners.
Is it based on a specific university syllabus?
No. It covers concepts common to most deep learning courses and interviews.
Is the deep learning MCQ quiz free?
Yes. Every question in the deep learning MCQ quiz can be answered without signing up. When you finish your first round, we ask once for your name and WhatsApp number to show your score; after that the deep learning MCQ quiz and every other Uncodemy tool open straight away.