Backstage to a Data Driven Culture: Your Data Science and Analytics Stack
When you're the first data professional at the organization there are technical, process, and qualitative considerations for analytics and data science to address (A/DS). This talk is an overview of strategy, infrastructure, and tools for creating your first A/DS stacks. At this stage, the range of problems that you are able to solve relate to organization, operational, data engineering, business intelligence, and communication. Creating the optimal A/DS stack can seamlessly pave the way to big data and integrating the newest technologies in the future. Please share your stories and experience with us as well. Outline of talk, where sections intend to be interactive and get feedback from the audience: 1. So you're the first Data Scientist 2. Setting Their Expectations 3. Lay of the Land - Data requirements and organizational survey 4. Setting Your Expectations 5. Infrastructure - Your Stack Options 6. Resources: Get Help, Get a Team 7. Discussion