Madhavan Mukund

Advanced Mining Learning,
Sep-Dec 2021

Advanced Machine Learning

Sep–Dec, 2021

Assignment 2: Bayesian Optimization

5 December, 2021
Due 19 December, 2021

The Task

The Sign Language Digits Dataset contains 2062 64×64 pixel images of the digits 0 to 9 represented using sign language. Here are examples of the images

Apply Bayesian Optimization to find the optimal neural network architecture to classify the dataset.

Solving the Task

  • Use Kaggle or Colab for this. Submit a link to your notebook via Moodle.

  • You may work alone or in groups of two. Each group makes a single submission to Moodle. Use either person's Moodle account to submit. The submission should mention the names of the two partners.