Practical Data Science using Python - Data Science Roles and Lifecycle

The video tutorial explores the role of data science in organizations, emphasizing the collaborative nature of data science projects. It discusses how business problems are identified and addressed through data science solutions, highlighting the roles of business leaders, IT leaders, and data science teams. The tutorial outlines the key roles within data science teams, such as data scientists, business analysts, and data engineers, and describes the goals and processes of data science, including data analysis, model building, and optimization. It concludes with an overview of the data science project lifecycle, from problem definition to model deployment and maintenance.

Discuss the importance of collaboration among different roles in a data science team.

What are the steps involved in the model selection process for data science?

How does continuous monitoring and maintenance of models impact data science applications?

What challenges might arise if current data is not continuously fed into the model?