Software Engineering for Data Scientists Object-Oriented ProgrammingExplore object-oriented programming (OOP), including classes, instances, magic methods, inheritance, and polymorphism. Utilize professional coding patterns for efficient Python software development.Code ReproducibilityUse and create virtual environments, write Python packages, manage file paths in a way that enables cross-platform compatibility, and ensure code quality through testing and linting.Data Science DashboardsDig into deployment options for ML models using web servers, web forms, dynamic endpoints, and interactive dashboards with Python and FastHTML.Project: Data Science DashboardBuild a dashboard web application that allows managers to monitor an employee's performance and their predicted risk of recruitment.CompanyAbout UsWhy Udacity?BlogIn the NewsJobs at UdacityBecome a MentorPartner with UdacityResourcesCatalogCareer OutcomesHelp and FAQScholarshipsResource CenterFeatured ProgramsBusiness AnalyticsSQLAWS Cloud ArchitectData AnalystIntro to ProgrammingDigital MarketingSelf Driving Car EngineerOnly at UdacityArtificial IntelligenceDeep LearningDigital MarketingFlying Car and Autonomous Flight EngineerIntro to Self-Driving CarsMachine Learning EngineerRobotics Software EngineerAI Master’sMaster of Business AdministrationMaster of Science in AIUdacity SchoolsSchool of Animation and Game DevelopmentSchool of Artificial IntelligenceSchool of Autonomous SystemsSchool of BusinessCareer ResourcesSchool of Cloud ComputingSchool of CybersecuritySchool of Data ScienceSchool of DevOpsSchool of Executive LeadershipSchool of Product ManagementSchool of Programming and Development