LEARN BY BUILDING

Small projects.
Useful discoveries.

An archive of machine learning challenges and practical experiments. Read the problem, study the linked notebook, and use the exercise to practise explaining your own decisions.

ARCHIVED PROJECT · HackerEarth

Deep Learning Challenge- 'Tis STILL the season to be jolly'

Classification, Deep Learning, Machine Learning Project

You work for a social media platform. Your task is to create a solution using deep learning to discern whether a post is holiday-related in an effort to better monetize the platform.

Read the project brief →View on Colab ↗

ARCHIVED PROJECT · HackerEarth

Machine Learning Challenge Exhibit A(rt)

Classification, Deep Learning, Machine Learning Project

You work for a company that sells sculptures that are acquired from various artists around the world. Your task is to predict the cost required to ship these sculptures to customers based on the information provided in the dataset.

Read the project brief →View on Colab ↗

What makes a useful project write-up?

Start with the problem and the data. Describe the baseline, the changes you tried, and how you evaluated them. Include what did not work and what you would improve next. A result is more useful when someone else can understand how you reached it.

Find a resource for your next project →