Historically, computers haven’t been particularly good at determining user intent from real-world language inputs. However, the advancement of natural language processing technologies, like ChatGPT, has led to remarkable improvements in AI systems' accuracy in responding to human queries. In this episode, Amit Prakash, Co-founder of ThoughtSpot, discusses the development of AI and the accountability required to make it ready for daily use.
Most Recent Episodes
Everywhere you look, change is redefining the data landscape. From the rise of the analytics engineer to data leaders clamoring to make self service analytics real, it’s clear organizations are looking for new opportunities to put their data to work. But which changes matter? In this episode, we break down some of the data and analytics trends for 2023 that will help you identify key ways to rise above your competitors. Tom Davenport is back for another episode and this time he’s here to talk about AI and the relationship that the workforce should start building with it. Tony Baer weighs in on the great data framework debate. And Sonny Rivera points out the need for better education in the analytics industry, particularly when it comes to data modeling techniques.
On this episode of The Data Chief, we look back at some of the key themes from season one, including the rise of the CDO, the intricacies of aligning your department’s goals with that of the businesses, and how you coped with accelerated timelines. While we relive these important conversations, we also discuss why culture and data fluency continue to be the biggest hurdles to becoming a truly data-driven business
Each year, around 8 million tons of plastic waste enter the ocean, killing wildlife and damaging the environment for future generations. Much of this pollution originates from the wasteful packaging used for everyday grocery products. But a greener grocery alternative is making waves from across the pond. Joining us today is John Hughes, Chief Strategy Officer at The Modern Milkman, a UK-based grocery delivery company that brings locally sourced goods directly to customers without any single-use plastics. From the startup’s early days, John sought to invest heavily in data modernization. Hear how his data-driven approach has helped the company cultivate a shared mission with customers to make the world a cleaner, safer, and better place for all of its creatures.
Honor for the past, present, and future of data is a foundational principle for Jan Sheppard, the Chief Data and Analytics officer at ESR, a Crown Research Institute of New Zealand. Viewing data as having its own “life force” as Jan does, puts a bit more weight on the ethics of how it is used, stored, and interpreted. Learn more about the unique questions and problems that ESR is working to help solve for New Zealanders and other Pacific Island nations through data in this episode.
At French bank, Société Générale, providing the best customer experience in the modern digital world means rethinking everything about banking, including its corporate structure. Three years ago, Julien Molez, joined the bank’s leadership team to become the first Innovation Data & AI Leader. On this episode of The Data Chief, Julien addresses changes sweeping the banking industry, including higher customer expectations, tougher regulations, and the ESG revolution. He also reminds us that at the end of the day, fancy AI models and algorithms will only perform as well as the data that goes into them.
It is once again that time of year when our host, Cindi Howson shares her favorite data and analytics book recommendations. In this special annual episode, we feature three of the industry’s top data writers, thinkers, and fellow podcasters. Tim Harford comes to the conversation with his new book, The Data Detective, and big-picture ideas about how traits like curiosity serve data scientists so well. Zhamak Dehghani shares her concept of The Data Mesh, especially as it relates to sharing data across business verticals. Finally, in his book, Effective Data Storytelling, Brent Dykes compels readers to think carefully about the way they craft the message or narrative around the data they’re interpreting.
Who’s hungry? Thanks to delivery apps like DoorDash, it’s never been easier for modern consumers to satisfy almost any craving in just a few taps. At the helm of DoorDash’s data organization is VP of Analytics & Data Science, Jessica Lachs. Her challenge? To seamlessly operate at the complex intersection of our online and offline worlds, balance the interests of Dashers, businesses, and consumers, and make the right tradeoffs to keep customers happy. Tune in to this episode to learn how she weighs these tradeoffs, how she collects data to create a 360-degree view of what’s happening on the platform, and what striking the right balance between privacy and personalization looks like.
Swiss RE’s SVP of P&C R&D, Jerry Gupta is a firm believer in the revenue-generating potential and AI and machine learning. On this episode of The Data Chief, Jerry offers his view on innovative data model, frameworks for building and operationalizing these models, what makes a good data scientist, and why it will always be more challenging for data teams to maintain existing models vs. innovate new ones.
What keeps a data pro at one company for almost thirty years? On this episode of The Data Chief, Pascale Hutz, the Chief Data Officer and EVP of Enterprise Digital & Data Solutions at American Express, shares how her career at American Express has transformed over the years and what she’s learned along the way. Tune in to hear more about her latest cloud migration journey, why she’s on a “mission to decommission,” and how she fights imposter syndrome even as a C-level executive in one of the largest, most impactful financial services firms in the world.
