Elisabeth Hendrickson - Agile in the age of AI and Big Data
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Join Elisabeth Hendrickson in a thought-provoking session as she explores the intersection of Agile methodologies with the dynamic landscape of AI and Big Data. Elisabeth reflects on Agile's inherent adaptability, emphasizing its tech-agnostic principles that transcend evolving technologies. She delves into the challenges posed by AI and Big Data, highlighting the need for integrated roles and iterative development to navigate this new frontier.
In this rapidly evolving space, Elisabeth advocates for asking the right questions and fostering collaboration between data scientists and software engineers. She stresses the importance of reimagining testing practices and evaluation methods to ensure effective AI-centric development. Elisabeth shares practical insights on organizational design and the integration of skills to drive successful outcomes.
Elisabeth also addresses the crucial role of Product Owners in this context, urging them to judiciously define benefits and discern true value.
Recommended Reading
- "The Deep Learning Revolution" by Terence J. Sejnowski
- Databricks, booklet, "The Big Book of MLOps"
- Rashmi Nagpal's Agile testing days talk titled "Unleash The Black Box: Testing Machine Learning Systems"
About Elisabeth Hendrickson
Elisabeth Hendrickson is a distinguished figure in the Agile community, known for her expertise in navigating the complex intersection of Agile methodologies, AI, and Big Data. With a wealth of experience, she offers invaluable insights for practitioners looking to thrive in this rapidly evolving landscape.
You can link with Elisabeth Hendrickso on LinkedIn
Parting Advice from Elisabeth: "Go make friends with someone who is outside your sphere."
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