Knockout.js is a JavaScript library that helps manage dynamic view models. It uses the MVVM pattern to bind the model and view together. The presentation demonstrates how to build a simple to-do list app with Knockout.js, including adding, removing, and clearing completed tasks. Key methods for manipulating observable arrays include remove() to delete a single item and removeAll() to clear multiple items.