Welcome to Zero Supervision Comics! Every week we discuss new releases and dive into the history of the characters so that whether you are a long time reader or just buying your first issue you can understand exactly what's going on. We post new episodes every Wednesday.
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The Department of Statistics at Oxford is a world leader in research including computational statistics and statistical methodology, applied probability, bioinformatics and mathematical genetics. In the 2014 Research Excellence Framework (REF), Oxford's Mathematical Sciences submission was ranked overall best in the UK. This is an exciting time for the Department. We have now moved into our new home on St Giles and we are currently settling in. The new building provides improved lecture and ...
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Some people can see things that nobody else can. They seem to be able to peer around corners and into the future. These seemingly super powers come from being able to synthesize the data all around us. They approach problems with a curious and rational mind. They think differently and encourage others to embrace data culture. We call them “data radicals” because they transform themselves and the world around them In this podcast, we talk to these Data Radicals to understand what makes their ...
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The Data Radicals podcast returns on October 23rd! This season, we're exploring how trusted data drives value, whether that’s building game-changing AI or transforming data into dollars – and business results. You’ll hear from data leaders, journalists, and AI trailblazers like Dr. Geraldine Wong, CDO of GXS Bank, New York Times Chief Data Scientis…
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Saul Alinsky's book Rules for Radicals held significant lessons for grassroots movements and political activism when it was published in 1971. It also inspired the title and theme of this podcast. In his book, Saul outlines approaches for unifying people and motivating them to work toward a common goal. Today, these same strategies can be used for …
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Vector Databases 101 with Edo Liberty, CEO & Founder of Pinecone
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The rapid progress in AI technology has fueled the evolution of new tools and platforms. One such tool is a vector search. If the function of AI is to reason and think, the key to achieving this is not just in processing data, but also in understanding the relationships among data. Vector databases provide AI systems with the ability to explore the…
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Meshy Data Orgs: Data Teams in a Product-Thinking World with Sanjeevan Bala, Group Chief Data & AI Officer at ITV
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Folks in the data space are familiar with the concept of data literacy. However, a new idea is on the rise: business literacy. Whether folks sit in product, marketing, or commercial, there needs to be a productive balance between understanding business context and technical expertise of each department. This shared comprehension means ideas are mor…
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The Impact of Analytics in a Zero-Sum Game with Ari Kaplan, Head of Evangelism at Databricks
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Whether you work in retail, healthcare, or CPG, data analytics is key to making your business stand out. You’re able to find new sources of data, synthesize them, and then work with business folks to get better and better insights. Even with all of the advantages analytics offers us, sometimes there’s hesitancy to invest in data. In sports, it’s th…
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Beyond Frictionless Living with Nate Anderson, Deputy Editor at Ars Technica
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When it comes to our relationship with technology, be like philosopher Friedrich Nietzsche and practice mindfulness. We usually think mindfulness means setting boundaries like screen time limits. However, we should think about the goals and values we want from technology, like greater human connection, improving efficiency, or driving knowledge. Th…
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AI Supply & Demand with Guy Scriven, U.S. Technology Editor at The Economist
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Thanks to GenAI, we have an overabundance of tools, models, and capabilities. However, the use and impact of these advancements is yet to be known. That’s why in the age of technological innovation, traditional skills like fact-checking are more important than ever to ensure that the technology and predictions are correct. Guy Scriven, U.S. Technol…
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Hard Filters and Nuanced Intuition with Scott Hartley, Author of The Fuzzy and the Techie
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The best kind of data radical is one who knows how to balance their technical expertise with their fuzzy side. Skills like storytelling, empathy, and ethics are becoming invaluable in the tech space. The ability to balance both enables data folks to recognize patterns where others might miss them. This type of integrative thinking can guide people …
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The Precision Prescription with Maddy Want, VP of Data, Betting & Gaming at Fanatics, Inc.
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Precision in technology is powerful. When it comes to services like Uber, people know the exact location of the driver and how much the trip will cost. Precision helps banks lend money to folks with bad credit, but who took the initiative of telling a bank when they would miss a payment. Precision can even help deliver urgent medical supplies via d…
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Everything You Wanted To Know About LLMs, but Were Too Afraid To Ask with Matthew Lynley, Founding Writer of Supervised
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With the rise of GenAI, LLMs are now accessible to everyone. They start with a very easy learning curve that grows more complicated the deeper you go. But, not all models are created equal. It’s critical to design effective prompts so users stay focused and have context that will drive how productive the model is. In this episode, Matthew Lynley, F…
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Measuring the (Data) Culture of Medicine with Dr. Bapu Jena, Joseph P. Newhouse Professor at Harvard Medical School
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The art of medicine happens when physicians combine data and knowledge to deliver better patient outcomes. A physician that relies both on guidelines and their learned experience is creating a culture of data and insights and improving the lives of patients. Whether you’re a doctor or a data leader, knowing how to balance data and intuition will al…
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Mastering Your Own Destiny with Andy Palmer & Dr. Michael Stonebraker, Co-founders of Tamr
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Starting a revolution is no easy task. Just ask Dr. Michael Stonebraker and Andy Palmer, co-founders of Tamr, the enterprise data mastering company. Their path to innovation begins with a universal problem. They also collaborate with other data radicals who challenge them to think differently and help them grow. Michael is a database pioneer, MIT p…
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Over the last two seasons of Data Radicals, we’ve seen that data experts have been promoted to leadership roles. It’s proof that organizations are seeing the value of data and the significance of establishing a data culture. In this episode, you’ll hear from past guests like Stan McChrystal, Tricia Wang, and Paul Leonardi as they discuss traits of …
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Competing Apart, Sharing Together with Michael James
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How does the NBA use data to compete and improve? When it comes to driving business growth with data, transparent communication makes success a slam dunk. By sharing innovative ideas and best practices across the business, one all-star team elevates the success of others across the entire organization. Michael James, SVP and Head of Data Strategy a…
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Frameworks and the Art of Simplification with Dave Kellogg
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As data radicals, we want to deliver insights that enable our organizations to know more, which we often do by providing an answer. Instead, we should be thinking about frameworks we can implement to communicate our ideas in simple and consumable ways. Dave Kellogg knows the importance of a framework. Dave is one of the leading enterprise executive…
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Perfect is The Enemy of The Good with Ameen Kazerouni
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If you’re on a journey of fitness, you know that perfectionism is your enemy. The same goes for data. There will always be another achievement that you wish to reach. Instead, focus on creating habits that will lead you to better data decisions and long term health. Ameen Kazerouni knows this journey well. Ameen has spent his career at the intersec…
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Don’t Say Data Literacy with Wendy Batchelder
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We’ve all heard the term “data literacy” by now. Although there is general consensus regarding the importance of knowing how to read, write, and communicate with data, some folks may take issue with the term itself. Wendy Batchelder, CDO at Salesforce, wants to reframe the conversation and focus on how people can leverage data to do their jobs bett…
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Asking the Right Questions with Frank Farrall
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Before search engines, we had to rely on memory and investigation to answer our questions. Then, search engines made answers instantly available. Now, in the age of AI, we have to engineer our questions to get the best results. Frank Farrall, Deloitte's Strategy & Analytics Ecosystems and Alliances Leader, knows that asking the right questions is j…
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Building the Company You Wish You Could Buy From with Mike Capone
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As folks in the data space, we’re introverts by nature. But, getting out of our comfort zone can open you up to endless possibilities. As one person who’s gone from CIO to CEO can tell you, the key to growth is getting comfortable with feeling uncomfortable. That person is Mike Capone, CEO of Qlik, where he’s revolutionizing the business intelligen…
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Start with Stories, End with Data with Ashish Thusoo
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As human beings, we’re not accustomed to talking about data. In order to learn about new subjects, we traditionally use stories. However, bridging the gap between data and stories allows us to cross that barrier and create data-driven organizations. In this episode, Satyen interviews Ashish Thusoo, GM of AI and ML at AWS. Previously, Ashish was the…
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The Bazaar in the Cathedral with Matei Zaharia
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When building a data platform, it’s important to stay true to your vision. Whether that's through creating a definitive user experience or an open platform that allows people to build upon it, you’re constructing a cathedral. This cathedral is sophisticated and dependable, and allows for a bazaar of business intelligence, machine learning, and AI u…
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From the Outskirts to the Center with Jitendra Putcha
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Once considered the outcast of Silicon Valley, data has metamorphosed as a cool kid that everyone wants to be friends with. In the last decade, data has solidified itself as the key to success in business. The same shift can be said for India who primarily operated behind the scenes, has emerged as a leader in innovation. In this episode, Satyen si…
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There are some things that just can’t be quantified by data; imagine trying to portray your childhood in a spreadsheet! Yet these experiences are valuable. How can data teams capture qualitative information – and use it to steer the business? It starts with getting your data team out of the building. Only then can they gain insights about customer …
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The Scientific Integrity Crisis with Dr. Elisabeth Bik
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In a world where technology is constantly evolving and AI is everywhere, it’s all too easy for content to be deceitful, including scientific papers. Capturing source metadata, incentivizing reproducibility, and protecting whistleblowers are steps we can take to ensure science remains honest. In this episode, Satyen interviews Dr. Elisabeth Bik. Eli…
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Data Governance: Any “Dummy” Can Do It! with Dr. Jonathan Reichental, Author & Founder of Human Future
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Data governance is often seen as a confusing topic but everyone, even dummies, are capable of applying it to their organization. By starting with the “why” and acting on the most critical pieces, you can build a successful data governance initiative. In this episode, Satyen interviews Dr. Jonathan Reichental, author of Data Governance for Dummies a…
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Humanizing AI: Authentic Storytelling with Jepson (Ben) Taylor, Chief AI Strategist, Dataiku
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Vulnerability is an important quality often overlooked in the world of tech. Yet being vulnerable and authentic helps you to set realistic expectations, speak with executives on a human level, and connect with your audience. In this episode, Satyen interviews Jepson (Ben) Taylor, Chief AI Strategist at Dataiku. Jepson is a visionary in the advancem…
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Your RFP is Useless with Paul Leonardi, Duca Family Professor of Technology Management, UCSB
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It’s time to launch your digital transformation – but first you’ll need new tools. Buyer, beware: Technology selection is tough because it’s impossible to predict the future. How can leaders take this journey with clarity and confidence? In this episode, Satyen interviews professor Paul Leonardi, author of The Digital Mindset, to learn the answer. …
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Premature Enumeration with Tim Harford, Senior Columnist, The Financial Times and Author of The Data Detective
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Data has never been more readily available, yet the world seems more confusing than ever. In this episode, Satyen interviews Tim Harford, who’s on a mission to help everyone become a Data Radical. As a Senior Columnist for The Financial Times, author of The Data Detective, and host of the Cautionary Tales podcast, Tim joins us ready to change how w…
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The second season of the Data Radicals podcast launches on February 15th! I’m your host, Satyen Sangani. In TV, some second seasons can be disappointing. After a triumphant season one, there’s no more story to tell. Fortunately, that’s not the case in tech. Innovations, discoveries, and market movement — plus a new round of guest stars — guarantee …
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Data Governance 101: All You Need to Know (But Were Afraid to Ask)
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Data governance isn’t easy. It demands a vision, strategy, and clear-cut plan that ultimately supports the business. Many have tried, and failed, to lead governance initiatives. What can we learn from the rare few who have led these tricky projects to success? Learn top tips in this supercut episode, which compiles the best data governance advice f…
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How Extreme Focus Launched the Modern Data Stack with George Fraser and Taylor Brown, Founders of Fivetran
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The modern data stack, sparked by the Redshift revolution and furthered by cloud-platform players like Snowflake and Databricks, forever changed the data integration landscape. Realizing that ETL tools badly underperformed in the cloud, Fivetran strengthened the stack with an ELT pipeline to perform transformations within the data warehouse environ…
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DataOps and the Data Catalog with Guest Speaker Michele Goetz, Vice President and Principal Analyst, Forrester
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DataOps is having a moment. Where does it sit in the data lifecycle? And how is this emerging trend changing data management today? To find out, Satyen sits down with guest speaker Michele Goetz, author of The Forrester Wave: Enterprise Data Catalogs for DataOps. -------- “DataOps is really the engineering and practices of designing and developing …
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Turning Librarians Into Supercomputers with Deb Seys, Senior Director of Learning & Communities, Alation
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Librarians have played a crucial role in the management of data throughout history. From the halls of the Library of Alexandria to the Library of Congress all the way to your elementary school: librarians have been the guardians of our knowledge for thousands of years. But now that we’re in the digital age…has that role shifted? That’s what we’re e…
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From Data Strategy to Execution with Steve Pimblett, CDO, The Very Group
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In this episode, CDO Steve Pimblett of The Very Group describes the four pillars of extracting value from data and shares how he’s built a successful B2C data team. Steve shares his advice for CDOs just starting off or maybe years into the role. He discusses optimizing your data strategy, making your business more data-driven, leveraging account ma…
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Multiple Sources of Truth: Decentralization and the Data Mesh with Zhamak Dehghani, Creator of the Data Mesh
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With the data space more complex than ever, many people throw their hands in the air, and use solutions that fix many (but not all) of their problems. Today’s guest saw that complexity, and leaned into it. Zhamak Dehghani is the creator of the data mesh. Where others saw chaos, she saw an opportunity. Zhamak dives into decentralization, all things …
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Truth, Data and FAIRness with Francesco Marzoni, Chief Data and Analytics Officer, Ingka Group
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What if you could combine data across industries and use cases? FAIR data is Findable, Accessible, Interoperable, and Reusable. These are the tenants that Francesco Marzoni, Chief Data and Analytics Officer of Ingka Group, has made central to his data-driven career. In today’s episode, Francesco discusses the FAIR principles, data silos, the import…
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Using Data to Fight for Human Rights with Tarak Shah, Data Scientist, Human Rights Data Analysis Group
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While analysts in other fields face an ocean of data, those in social justice often face a desert. After all, those who abuse their power take care to conceal their crimes. How can data scientists hold the guilty accountable? Today's guest has used data to uncover hidden human rights violations and uphold social justice. Tarak Shah is a Data Scient…
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The Data Behind Dating with Seth Stephens-Davidowitz, Author of Don't Trust Your Gut
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In the era of “fake news” how do you know what to trust? Today’s guest, Seth Stephens-Davidowitz, has found the last dependable source of truth: Google. Armed with Google trends data, Seth illuminates hidden truths about racism, politics, and sexuality in our world today. In today’s interview, Seth dives into his latest book Don’t Trust Your Gut: U…
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The Beginning of Business Intelligence with Bernard Liautaud, Managing Partner, Balderton Capital
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Business intelligence has dominated corporate conversations for years. It’s an integral component of making data-backed decisions and as well as an important tool for any Data Radical. Today, we’re lucky enough to speak with a business intelligence pioneer, Bernard Liautaud. Bernard is the Managing Partner of Balderton Capital and was the founder o…
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Knowledge Graphs 101 with Kendall Clark, Founder & CEO, Stardog
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Knowledge graphs are a critical tool in a Data Radical’s toolbox. But how can we make sure we’re leveraging them to the best of our ability? Today’s guest helps us out. Kendall Clark, is the Founder and CEO of Stardog. His non-typical data journey has given him a wealth of knowledge that we’re lucky enough to hear today. He goes deep into knowledge…
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Radical Data Politics w/ Wendy Turner-Williams, CDO, Tableau
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Information is power, and data is rarely as subjective as it seems. Savvy data leaders know one thing: data is political. And for many data professionals — that fact can feel discouraging. But it doesn’t have to be. Today, Wendy Turner-Williams, CDO of Tableau, brings us a fresh perspective on how to win at the game of data politics. Shifting corpo…
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Data is a Weapon with Stanley McChrystal, retired US Army General
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Data is one of our most underutilized weapons in our arsenal. In today’s battles, the ability to gather, disseminate, consume and act on information has become the fundamental capability in the war on terror. In this episode, Satyen speaks with Stan McChrystal, retired US Army General and Managing Partner of the McChrystal Group. They discuss Stan'…
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A Theory of Weak-Supervision and Zero-Shot Learning
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A lecture exploring alternatives to using labeled training data. Labeled training data is often scarce, unavailable, or can be very costly to obtain. To circumvent this problem, there is a growing interest in developing methods that can exploit sources of information other than labeled data, such as weak-supervision and zero-shot learning. While th…
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The Data on the Chief of Data with Randy Bean, Author of Fail Fast, Learn Faster: Lessons in Data-Driven Leadership in an Age of Disruption, Big Data, and AI
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The role of CDO is constantly evolving, and Data Radicals need to stay ahead of the curve. Today's guest gives us the inside scoop on how to do just that. Randy Bean is the founder and CEO of NewVantage Partners and author of Fail Fast, Learn Faster: Lessons in Data-Driven Leadership in an Age of Disruption, Big Data, and AI. In this interview, he …
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The Death and Rebirth of Data Privacy with Michelle Finneran Dennedy, CEO of PrivacyCode
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The early founders of the internet argued that privacy was dead. But today’s guest was motivated to revolutionize data privacy instead. Michelle Finneran Dennedy, CEO of PrivacyCode and co-author of The Privacy Engineer’s Manifesto, is one of the world’s first Chief Privacy Officer. She and Satyen talk about how the role of CPO has changed througho…
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Data Quality is a Risky Business with Kyle Kirwan, Co-Founder and CEO, Bigeye
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No risk, no reward. Kyle Kirwan, co-founder and CEO of BigEye, helps companies manage risk more intelligently through the power of data quality. In this interview, Kyle describes his experience as one of the first data scientists and analysts at Uber, weighs the pros and cons of build versus buy, and defines the modern data stack – with an eye to w…
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The Science Behind Quitting with Christie Aschwanden, Bestselling Author
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Science and data are powerful tools of discovery, but our expectations are often misaligned with what science can actually do. Interpreting and understanding science involves nuance, humility, and an open mind – muscles that we don’t always flex as often as we should. Today’s guest is Christie Aschwanden, journalist and NYT bestselling author. Chri…
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Your Path to CDO Superstardom with Peter Jackson, Co-Founder & Director, Carruthers and Jackson
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The average CDO only lasts 18 months in their position. 18 months! With odds that dire, data leaders need all the inside scoop they can get to climb the massive mountain ahead of them. Luckily, today we’re giving you a roadmap. Today’s guest is Peter Jackson, Co-Founder and Director of Caruthers and Jackson. Peter shares his advice on how to up you…
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Victims of Algorithmic Violence: An Introduction to AI Ethics and Human-AI Interaction
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A high-level overview of key areas of AI ethics and not-ethics, exploring the challenges of algorithmic decision-making, kinds of bias, and interpretability, linking these issues to problems of human-system interaction. Much attention is now being focused on AI Ethics and Safety, with the EU AI Act and other emerging legislation being proposed to i…
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