This lecture covers the different types of software applications such as desktop, mobile, and web apps, as well as the distinctions between open source and proprietary software. It delves into the characteristics of open source software like TensorFlow, Red Hat Ansible, and DHIS2, highlighting their features, contributors, and primary languages.