In Episode 11 of Data Leaders of the North; The Podcast, Kyle Winterbottom is joined by Kelvin Lee, Head of Data Science at Lloyds Banking Group, where they delve into the best way of; Creating the Data Science Ecosystem.

Kelvin gives some fantastic insight and examples into:

• How to structure an end to end Data Science capability for success
• Why you have to set up your Data Science team with more than just Data Scientists
• The frustrations that form within Data Science capabilities
• The main challenges and opportunities that comes with forming the Data Science ecosystem
• How “do some AI on that” doesn’t work
• Why you shouldn’t do Data Science just to be “on-trend”
• How to measure success and what to measure (and what not to)
• Why allowing your Data Science to understand the business context is critical
• Providing the right tools and technology is imperative to maximise success
• Advice to any organisation that is at the start of its DS journey