What Role does Github have in Data

Github Computing Grade 11 What role does Github have in Data Science? Driving Question 3 “ PDN As a class, discuss the following: 1. How many versions of ChatGpt exist exist? 2. Why is there more than one version of any app? ” Lesson objectives ▰ Understand the role of the of Github in Data Science 4 5 Let us get started. GitHub GitHub is a web-based platform that provides a collaborative environment for software developers to manage and store their code repositories. It is widely used for version control, which allows multiple developers to work on a project simultaneously, track changes, and merge their code seamlessly. 6 7 “ GitHub plays a significant role in Data Science by providing a platform for version control, collaboration, and sharing of code and projects ” 8 Key Roles Github Plays Version Control Collaboration Code Sharing and Discoverability Documentation 9 The Roles of Github Explained - Version Control ▰ GitHub allows data scientists to track changes to their code and project files over time. ▰ It provides a version control system, primarily using Git, which enables data scientists to manage different versions of their code, revert to previous versions if needed, and collaborate with others seamlessly. 10 The Roles of Github Explained - Collaboration ▰ GitHub facilitates collaboration among data scientists and teams. ▰ Multiple team members can work on the same project simultaneously, making it easier to coordinate efforts, review and merge code changes, and resolve conflicts. ▰ This collaborative environment promotes efficient teamwork and enhances productivity. 11 The Roles of Github Explained - Code Sharing and Discoverability ▰ GitHub serves as a hub for sharing code and projects with the wider data science community. ▰ Data scientists can share their work as open-source projects, making their code publicly accessible to others. ▰ This fosters knowledge exchange, encourages learning, and allows others to build upon existing work, leading to innovation and advancements in the field. 12 The Roles of Github Explained - Documentation ▰ GitHub supports the creation and maintenance of documentation for data science projects. ▰ Data scientists can use tools like Markdown to write project documentation, including explanations, instructions, and examples. ▰ Well-documented projects enhance understanding, facilitate reproducibility, and make it easier for others to contribute to the project. 13 Exit Ticket 321 Activity 1. 3 things you learned about the GitHub 1. 2 differences between Git and GitHub 1. 1 aspect of the GitHub you would like to explore further 14 References https://courses.cognitiveclass.ai/