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Listen to data and analytics leaders share the secrets of their success. Wayne Eckerson, long-time global thought leader interviews guests who run data and analytics programs at Fortune 2000 organizations around the world. Tune in to stay abreast of the latest technologies, techniques, and trends in our fast-paced industry.
 
The original data podcast. The Hub and Spoken podcast is a series of fascinating discussions with today's top data and business leaders from across the business world. The conversations explore how to add most value to organisations through the use of data and analytics, and how best to organise yourself to achieve that value. It talks about how to define and deliver data strategy, and the best way to return business value.
 
The free lunch is over! Computer systems up until the turn of the century became constantly faster without any particular effort simply because the hardware they were running on increased its clock speed with every new release. This trend has changed and today's CPUs stall at around 3 GHz. The size of modern computer systems in terms of contained transistors (cores in CPUs/GPUs, CPUs/GPUs in compute nodes, compute nodes in clusters), however, still increases constantly. This caused a paradig ...
 
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show series
 
In this episode, Jason talks to Natalia Connolly, the Vice President of Data Science at Infinite Acres, about Agricultural Tech (AgTech) and how it is helping the agriculture industry keep up with increasing demand. With the assistance of technology and data, the agricultural industry's not just been improved but completely overhauled over time wit…
 
Data access management (DAM) is the process of defining and enforcing policies that control access to application data throughout the enterprise. New approaches to DAM provide greater access and better protection through centrally managed policies that are universally enforced.Published at:https://www.eckerson.com/articles/data-access-management-ze…
 
This article, the third in a series, dives into the technologies that underpin modern approaches to location intelligence. It explores databases for industrial-scale geospatial applications, advanced business intelligence (BI) tools for exploratory analysis, and simple use-case specific platforms.Published at:https://www.eckerson.com/articles/locat…
 
The data mesh makes business domain experts the owners of their data, which they deliver as a “data product” to analytics teams using a self-service data platform and a federated governance framework.Published at:https://www.eckerson.com/articles/why-enterprises-should-implement-the-data-mesh-with-dataops…
 
An operating model for data & analytics is critical for aligning resources across the enterprise and balancing the needs for agility and governance. An effective operating model is critical to data & analytics success and its creation and upkeeping should be the primary focus of a chief data officer.Published at:https://www.eckerson.com/articles/an…
 
In this episode, Jason talks to Dr. Tiffany Perkins-Munn, the Head of Marketing, Data, and Analytics for JP Morgan Chase. They discuss the role of critical thinking in data and analytics, how to use critical thinking to move from vision to outcome and if critical thinking is a skill that can be learned. Tiffany shares her brilliant experience and P…
 
In this episode, Jason Foster talks to Stephen Galsworthy, Head of Data at TomTom, a leading provider of mapping and location technology. They discuss the gradual integration of artificial intelligence (AI) into data products to create a better user experience, how TomTom navigated the shift from hardware to software and AI, and the challenges asso…
 
In this episode, Jason Foster, considers the challenging economic environment we are all living through, with inflation increasing, looming recession, and ongoing conflict in Europe and how data leaders can best prepare and get ahead. Using, BIRTH, a set of measures that will help you not only survive but thrive through these times, Jason lays out …
 
In this episode, Jason Foster talks to Sid Shah, the Executive Director for Data and Analytics at Condé Nast, a global media company home to iconic brands including Vogue, The New Yorker, GQ and Vanity Fair. They discuss building data products at Condé Nast and how data is utilised to drive efficiency and optimise advertising campaigns and conversi…
 
In this article, Lawson Abinati lays out core principles for market positioning that apply across all industries, as well as to Business Intelligence (BI) professionals. Although many business intelligence (BI) managers see themselves as technologists first, unless they understand the soft skills of sales, marketing, and communication, they won't s…
 
This article summarizes the major characteristics of a modern data architecture and serves as a guide for organizations that are in the midst of developing a new data strategy for the modern age.Published at:https://www.eckerson.com/articles/ten-characteristics-of-a-modern-data-architectureโดย Eckerson Group
 
An analytics center of excellence is the cornerstone of every data strategy, yet few data leaders know how to design one that works effectively. The key is to embrace federated techniques that balance standards and speed, agility and governance. This article explains the core components of an analytics center of excellence.Published at:https://www.…
 
Design patterns have proven valuable in many endeavors. Can data pipeline design patterns help to break the data engineering logjam?Published at:https://www.eckerson.com/articles/data-pipeline-design-patternsโดย Eckerson Group
 
The need for adaptable data management architecture has never been more pressing. Yet getting there seems to be more confusing than ever. The field is rampant with buzzwords: data lake, data lakehouse, data fabric, data mesh, data hub, data as a network. Making sense of the confusion begins with sorting out the buzzwords.Published at:https://www.ec…
 
In this episode, Jason speaks to Yasmeen Moseley, Vice President of Consumer Insights and Analytics at Swift, a creative agency within the Wunderman Thompson network. They discuss data visualisation and storytelling in analytics, how to use social media insights to understand the audience, craft tailored stories, analyse performance and track the s…
 
In this episode, Jason Foster speaks to Jyotika Singh, Director of Data Science at Placemakr, about the uses of natural language processing (NLP), its evolution and how it's applied in different industries to analyse large amounts of text quickly to find critical patterns and trends. Jyotika shares her journey and longstanding experience on the top…
 
Data mesh is an evolutionary concept that’s gained a lot of traction in the software engineering world. It’s both exciting and unnerving—exciting because it represents a sea change in engineering attitudes toward data; unnerving because of its potential to create organizational confusion.Published at: https://www.eckerson.com/articles/the-exciting-…
 
This article, the second in a series, shares cutting-edge examples of location intelligence applications from the real world to help readers understand what’s possible with geospatial data.Published at:https://www.eckerson.com/articles/location-intelligence-part-ii-real-world-examples-from-businesses-that-use-geospatial-data…
 
The data mesh is an attempt by software engineers to remake the data industry in their image. There is a lot of goodness in the data mesh but will it work? The track record for other reform efforts is not good, although new technologies are putting wind into the methodology.Published at:https://www.eckerson.com/articles/data-mesh-translated-softwar…
 
Data Stewardship Experience strategies (personal growth, community, societal contribution, and disruptive innovation) can meet several cognitive, social, and psychological needs, and motivate professionals to become productive data stewards. It also removes the stigma of data governance as a rigid and bureaucratic gatekeeping discipline.Published a…
 
In this episode, Jason Foster speaks to Jon Hay, Vice President, Data, Intelligence & Analytics at the Boston Red Sox, about using insights at the Boston Red Sox. Jon shares his journey from economics to data, talks about the movie Moneyball, the use of predictive analytics in baseball and how data analytics have become an integral part of the spor…
 
In this episode, Jason Foster speaks to Sadiqah Musa, the founder-CEO of Black in Data, about creating opportunities for black people in data. In the data industry, people of colour are underrepresented, hold few leadership positions and face many barriers to entry. Sadiqah shares her brilliant journey in the data and talks about the challenges peo…
 
Decision AI is an emerging discipline that enables faster, smarter operational decisions by combining decision intelligence and contextual intelligence.Published at:https://www.eckerson.com/articles/decision-ai-and-the-opportunity-for-smarter-faster-actionsโดย Eckerson Group
 
This audio blog, the third and final in a series, recommends five guiding principles for success.Published at:https://www.eckerson.com/articles/the-customer-360-data-program-and-cloud-connectors-guiding-principles-for-successโดย Eckerson Group
 
In this episode, Jason Foster speaks to Carlos Rivero, an experienced data leader in the public sector, about the use of data in the public sector and how it impacts governments' choices and people. Carlos shares his journey in data science and leadership and illustrates how data speeds up government decision-making, how it is used in the US across…
 
Consider key trends and challenges as you design an effective organizational architecture for data governance while generating value with pervasive analytics.Published at:https://www.eckerson.com/articles/organizational-architecture-can-make-or-break-your-data-governance-programโดย Eckerson Group
 
At Summit 2022, Snowflake paints a picture of a utopian data future where all data is treated equally regardless of where it comes from or what language is used to process it, where processing resources are limitless, and all data is secured and governed.Published at:https://www.eckerson.com/articles/snowflake-summit-2022-growth-vision-and-strategi…
 
Providing analysts with tools that increase their efficiency is critical to helping them do more work with less effort.Published at:https://www.eckerson.com/articles/a-data-analyst-s-guide-to-the-data-catalogโดย Eckerson Group
 
This blog recommends criteria for enterprises to evaluate cloud connectors and ensure the benefits outweigh the costs.Published at:https://www.eckerson.com/articles/evaluating-cloud-connectors-for-the-customer-360-data-programโดย Eckerson Group
 
Machine learning models help respond to the time-based value and risks of business events. To achieve this on an ongoing basis, enterprises should build a streaming ML program based on sound business objectives, a cross-functional team, open platforms, and phased execution.Published at:https://www.eckerson.com/articles/machine-learning-and-streamin…
 
In this episode, Jason talks to Paul Briley, an extremely experienced commercial B2B leader, data expert and a key senior member of the team at Cynozure supporting customers to develop and grow. A brilliant conversation about the great potential of taking a commercial approach and integrating it with data management, data product and technology sol…
 
Enterprise data teams embrace DataOps to achieve new levels of efficiency and effectiveness in delivering data-driven solutions. Roche shows what’s possible when you combine a state-of-the-art cloud data platform with a data mesh architecture and DataOps solution.Published at: https://www.eckerson.com/articles/what-can-dataops-do-for-you-ask-roche…
 
In this episode, Jason Foster talks to Mikel Davis, Senior Director of Strategic Analytics at Peacock, the streaming service for NBC, about establishing and embedding data and data-driven culture in organisations. A great conversation where Mikel shares her learnings and her brilliant experience supporting different types of organisations, how to s…
 
In this episode, Jason Foster talks about the government’s new strategy around data in healthcare: an ambitious plan to harness the potential of data in the health and social care system in England to save lives - while maintaining the highest standards of privacy and ethics. Jason walks us through the plan: the vision, how the government is lookin…
 
As we share data, we create data webs. If we allow copies of our data to proliferate throughout these webs, we reduce the value of the data and create data governance challenges. The solution is new, ownership-centric approaches to data sharing that don’t rely on traditional copy-based integration.Published at:https://www.eckerson.com/articles/zero…
 
Treating data assets as products helps businesses increase internal data consumption and become more data driven. It also creates opportunities for monetization. But to succeed in either scenario requires product-market fit. This article presents a process for finding it.Published at:https://www.eckerson.com/articles/7-steps-for-building-a-valuable…
 
It’s tempting to dismiss observability as another overused buzzword. But this emerging discipline offers substantive methods for enterprises to monitor and optimize business metrics, IT operations, data pipelines, machine learning models, and data quality.Published at:https://www.eckerson.com/articles/the-five-shades-of-observability-business-opera…
 
An analytics center of excellence is the cornerstone of every data strategy, yet few data leaders know how to design one that works effectively. The key is to embrace federated techniques that balance standards and speed, agility, and governance. This article explains the core components of an analytics center of excellence.Published at:https://www…
 
In this episode, Jason Foster talks about the role of the Chief Data Officer (CDO) and how to effectively balance the many different responsibilities that come with the role: data leadership, time allocation, prioritisation and focus. Jason also shares the 40-30-20-10 rule for data leaders, a framework you can use and adjust as a CDO, to help block…
 
In this episode, Jason Foster talks to Erica Stanford, author of Crypto Wars, founder of the Crypto Curry Club, and editor of Crypto Currier. All you need to know about Cryptocurrency: what is it, how is it used by people all over the world, its social and economic impact, how it is evolving, and its impact on the future. Erica also shares how peop…
 
Companies are investing in new solutions—such as data fabric, data access governance, and data observability—to keep pace with expanding business appetite for data. Pervasive use of metadata to solve data management problems means that metadata is itself a valuable data asset that we must proactively manage.Published at: https://www.eckerson.com/ar…
 
Data engineers are often responsible for numerous types of data tests: unit tests, integration/component tests, performance tests, and end-to-end tests. Their best hope is to find the automated data testing tools that work for their technologies and try them.Published at:https://www.eckerson.com/articles/testing-capabilities-and-tools-for-data-engi…
 
Data integration, governance, and consumption play a pivotal role in the machine learning lifecycle. New offerings from Informatica illustrate the types of tools data science teams need to handle data integration, governance, and consumption.Published at:https://www.eckerson.com/articles/integrating-governing-and-consuming-data-for-the-machine-lear…
 
Data architecture-as-a-service or DAaaS is a metadata-driven approach that injects SQL guardrails into no-code data development tools so business users can develop their own data pipelines without creating data silos. This article defines 10 criteria for evaluating DAaaS-based products.Published at:https://www.eckerson.com/articles/data-architectur…
 
Today’s data architecture discussions are heavily biased toward managing data for analytics, with attention to big data, scalability, cloud, and cross-platform data management. We need to acknowledge analytics bias and address management of operational data. Ignoring operational data architecture is a sure path to technical debt and future data man…
 
This audio blog, the first in a series, presents the fundamentals of location intelligence. It will explore how location intelligence has evolved in recent years and the kinds of insights it can provide.Published at:https://www.eckerson.com/articles/location-intelligence-part-i-leveraging-geospatial-data-to-drive-your-organization…
 
In this episode, Jason talks to Tom Wilson, Solutions Architect at Cynozure. They discuss how to navigate the transition from academia to industry, and how to decide when the best time is to make the transition. Tom talks about his career in academia and his PhD background, how he found his passion for data science and applied his academic knowledg…
 
Data architecture-as-a-service (DaaS) is a new self-service paradigm that empowers local data owners to create architecturally compliant data repositories. By abstracting data architecture within self-service tools, DaaS solves the problem of data silos, which wreak havoc on enterprise data consistency and trustworthiness.Published at: https://www.…
 
In this episode, Jason Foster talks to Dan Kellett, the Chief Data Officer at Capital One UK, about how important it is to create a centre of excellence and form strong relationships outside the data team. Dan shares his brilliant journey into data and talks about the role of the CDO and the structure of the data team at Capital One UK, how to bala…
 
In this episode, Jason Foster talks to Sophie Duffy, Head of Data and Analytics at the Kingfisher Group, an international home improvement conglomerate. They discuss how Kingfisher uses data and analytics to sustain business growth, enhance buyer experience with personalised solutions and tailor customer journeys online and in-store. Sophie also sh…
 
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