Fail Fast, Learn Faster - Building an Experimentation Culture in Data and AI
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore a 39-minute conference talk from the Data Science Festival where Myrna Macgregor of Ocado Technology shares insights on building an experimentation culture focused on rapid learning and innovation. Discover how Ocado Technology leverages Data and AI across ecommerce, logistics, supply chain, fulfilment, advanced robotics, and delivery operations. Learn about the challenges data teams face when developing solutions for demanding customers in a low-margin industry, including perfectionism pitfalls, maintenance burdens, and difficulties in pitching AI initiatives. Gain valuable insights into how the Data Strategy & Operations team developed frameworks to identify valuable AI applications and quickly validate hypotheses. Examine real-world successful and unsuccessful projects, including GenAI experiments, and understand key lessons learned throughout the process. Perfect for those interested in practical applications of data science and AI in retail technology, this high-level overview was presented at the Data Science Festival Oktoberfest 2024 event. Read more