This piece is a community contribution from Colin Hardie, Chief Data Architect and a seasoned expert in AI & ML enablement. With over 20 years of experience turning complex data into real business impact, Colin brings a sharp, strategic lens to modern data challenges. We’re thrilled to feature his unique insights on Modern Data 101!We actively collaborate with data experts to bring the best resources to a 10,000+ strong community of data leaders and practitioners. If you have something to share, reach out!🫴🏻 Share your ideas and work: community@moderndata101.com*Note: Opinions expressed in contributions are not our own and are only curated by us for broader access and discussion.