Projects in Data Science - Exercises Repo

Excercises description and useful resources will be added throughout the course.

Week 1: Introduction

Getting familiar with the dataset, and loading the images and masks.

Week 2: Images and Annotation

Numerical exploration and basic manipulation of the images, and an introduction to data annotation.

Week 3: Git and GitHub

Getting familiar with the basics of Git and GitHub.

Week 4: Images and Features

Exploring approaches to image segmentation and feature extraction.

Week 5: Feature Extraction and Analysis

Analyzing and improving previous feature extraction implementations, practicing modular scripting, generating feature CSVs for model training, and performing exploratory feature analysis.