Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Explore how data science can transform Open Source Program Office (OSPO) decision-making in this 19-minute conference talk from the Linux Foundation. Learn from Red Hat OSPO's lead data scientist Cali Dolfi as she shares the journey of implementing data science efforts to gain insights into open source project health and community ecosystems. Discover Red Hat's Open Source Software Data Science ecosystem and how it builds upon the company's extensive OSPO experience and lessons learned over time. Understand the structured OSPO "food pyramid" approach that uses data science methodology to support three critical levels: strategic involvement in open source communities at the base level, cross-organizational collaboration through data-backed claims at the middle level, and C-suite alignment between open source community engagement and corporate strategy at the top level. Witness a live demonstration of the 8Knot dashboard that transforms theory into practical application. Gain valuable insights into educating decision makers about open source community ecosystem analysis and how this examination can inspire new organizational strategies and initiatives for better understanding and investment in OSS communities.
