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In a world where data sovereignty, scalability, and AI innovation are at the forefront of enterprise strategy, PostgreSQL is emerging as the key to unlocking transformative business value. This new guide serves as your beacon for navigating the convergence of AI, open source technologies, and intelligent data platforms. Authors Tom Taulli, Benjamin Anderson, and Jozef de Vries offer a strategic and practical approach to building AI and data platforms that balance innovation with governance, empowering organizations to take control of their data future. Whether you're designing frameworks for advanced AI applications, modernizing legacy infrastructures, or solving data challenges at scale, you can use this guide to bridge the gap between technical complexity and actionable strategy. Written for IT executives, data leaders, and practitioners alike, it will equip you with the tools and insights to harness Postgre's unique capabilities—extensibility, unstructured data management, and hybrid workloads—for long-term success in an AI-driven world. Learn how to build an AI and data platform using PostgreSQL Overcome data challenges like modernization, integration, and governance Optimize AI performance with model fine-tuning and retrieval-augmented generation (RAG) best practices Discover use cases that align data strategy with business goals Take charge of your data and AI future with this comprehensive and accessible roadmap |
O'Reilly Data Engineering Books
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Overview of managed solutions and secure ops in Power Platform
2025-11-19 · 17:00
Ryan Jones
@ Microsoft
This session explores tools and strategies to protect data, streamline development, and ensure compliance—empowering IT leaders and platform owners to operate confidently in an AI-driven world. Discover how Copilot Studio and Power Platform help enterprises manage agents with robust security, scalable governance, and operational health. |
Microsoft Ignite 2025 |
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Unity Catalog & Governance at Scale with Databricks
2025-11-13 · 12:00
SPECIAL GUEST: Kiran Sreekumar, Databricks ArchitectData without governance is not just unmanageable, it’s a liability. As organisations scale their data platforms across teams, regions, and clouds, the need for consistent governance becomes critical. In this session, we’ll explore how Databricks Unity Catalog provides a unified approach to governance, enabling:
We’ll share real-world examples of how enterprises are leveraging Unity Catalog to:
Whether you’re a data engineer, architect, or governance lead, this session will provide practical insights into building a trusted data foundation with Unity Catalog. Why attend? ✅ Understand how to operationalise governance at scale ✅ See how leading organisations manage compliance in real-world scenarios ✅ Learn best practices to unlock secure collaboration and faster delivery Join us to discover how to turn governance from a blocker into an enabler of data and AI success. |
Unity Catalog & Governance at Scale with Databricks
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Unlock the full financial potential of your Snowflake environment. Learn how to cut costs, boost performance, and take control of your cloud data spend with FinOps for Snowflake—your essential guide to implementing a smart, automated, and Snowflake-optimized FinOps strategy. In today’s data-driven world, financial optimization on platforms like Snowflake is more critical than ever. Whether you're just beginning your FinOps journey or refining mature practices, this book provides a practical roadmap to align Snowflake usage with business goals, reduce costs, and improve performance—without compromising agility. Grounded in real-world case studies and packed with actionable strategies, FinOps for Snowflake shows how leading organizations are transforming their environments through automation, governance, and cost intelligence. You'll learn how to apply proven techniques for architecture tuning, workload and storage efficiency, and performance optimization—empowering you to make smarter, data-driven decisions. What You Will Learn Master FinOps principles tailored for Snowflake’s architecture and pricing model Enable collaboration across finance, engineering, and business teams Deliver real-time cost insights for smarter decision-making Optimize compute, storage, and Snowflake AI and ML services for efficiency Leverage Snowflake Cortex AI and Adoptive Warehouse/Compute for intelligent cost governance Apply proven strategies to achieve operational excellence and measurable savings Who this Book is For Data professionals, cloud engineers, FinOps practitioners, and finance teams seeking to improve cost visibility, operational efficiency, and financial accountability in Snowflake environments. |
O'Reilly Data Engineering Books
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Optimizing Snowflake Spend and Maximizing Business Value Through FinOps
2025-10-14 · 12:40
Discover how customers improved Snowflake consumption efficiency, accelerated time-to-market for new use cases, and enabled their organization with data-driven decision-making. In this session, we will walk through actionable insights on crafting a FinOps strategy to align cost efficiency with business goals, Building capabilities across the Visibility, Control, and Optimize phases of the FinOps framework, empowering people and processes for cost governance and operational excellence and leveraging Snowflake-native tools and third-party solutions for optimization. |
Snowflake World Tour - Stockholm
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Strategy First: Empowering the Business to Lead in the AI Era
2025-09-25 · 11:20
Adrian Estala
– Vice President, Field Chief Data Officer
@ Starburst
Enterprises are eager to realise the promise of AI—from insights to decisions to automation. The business is ready to innovate, but fragmented data, rigid AI governance, and the cost and complexity of AI innovation just create frustration. This session explores a bold idea: the business—not IT—will lead AI innovation. Success depends on enabling teams to ideate freely, experiment rapidly, and unlock new value at market pace. We’ll discuss how a modern data product strategy empowers business teams with access, trust, and agility—so they can test ideas quickly and scale what works. You’ll learn why experimentation is the new strategic advantage—and how to turn business curiosity into competitive impact. |
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Strategy First: Empowering the Business to Lead in the AI Era
2025-09-24 · 16:00
Adrian Estala
– Vice President, Field Chief Data Officer
@ Starburst
Enterprises are eager to realise the promise of AI—from insights to decisions to automation. The business is ready to innovate, but fragmented data, rigid AI governance, and the cost and complexity of AI innovation just create frustration. This session explores a bold idea: the business—not IT—will lead AI innovation. Success depends on enabling teams to ideate freely, experiment rapidly, and unlock new value at market pace. We’ll discuss how a modern data product strategy empowers business teams with access, trust, and agility—so they can test ideas quickly and scale what works. You’ll learn why experimentation is the new strategic advantage—and how to turn business curiosity into competitive impact. |
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Transforming Data Chaos into Clarity: Lessons from Penguin Random House UK
2025-09-24 · 12:00
Kerry Philips
– Head of Data Governance
@ Penguin Random House UK
Penguin Random House, the world’s largest trade book publisher, relies on data to power every part of its global business, from supply chain operations to editorial workflows and royalty reconciliation. As the complexity of PRH’s dbt pipelines grew, manual checks and brittle tests could no longer keep pace. The Data Governance team knew they needed a smarter, scalable approach to ensure trusted data. In this session, Kerry Philips, Head of Data Governance at Penguin Random House, will reveal how the team transformed data quality using Sifflet’s observability platform. Learn how PRH integrated column-level lineage, business-rule-aware logic, and real-time alerts into a single workspace, turning fragmented testing into a cohesive strategy for trust, transparency, and agility. Attendees will gain actionable insights on: - Rapidly deploying observability without disrupting existing dbt workflows - Encoding business logic into automated data tests - Reducing incident resolution times and freeing engineers to innovate - Empowering analysts to act on data with confidence If you’ve ever wondered how a company managing millions of ISBNs ensures every dashboard tells the truth, this session offers a behind-the-scenes look at how data observability became PRH’s newest bestseller. |
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Empowering Thousands: How PlayStation Built a Secure and Collaborative Data Community
2025-09-24 · 11:20
Matt Bennett
– Director Sales EMEA
@ Domo
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Oleksii Zakrevskyil
– Business Intelligence Tech Lead
@ Sony PlayStation
How do you enable thousands of users to confidently work with vast amounts of data? For PlayStation, the answer lay in a hub and spoke model and an approach that combined governance with community. In this session, Oleksii Zakrevskyi, PlayStation’s Business Intelligence Tech Lead, will share how they built their hub and spoke model that ensures secure access, while fostering adoption through collaboration and shared standards. The presentation will also explore the user experience innovations—from custom home pages to consistent design—that make data rapidly discoverable and trusted. A fireside chat and Q&A will follow. |
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Empowering Data Mesh Governance with Amazon DataZone
2025-08-12 · 19:00
This presentation explores the evolution of data platforms—from data warehouses to data lakes—and highlights why the data mesh has emerged as an alternative approach for scalable, flexible architectures. Learn how Amazon DataZone addresses the complexities of data governance in a data mesh, simplifying federated governance, enabling secure access control, and automating metadata management. |
AWS User Group Berlin Event - August 2025
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(ONLINE WEBINAR) Turning Raw Financial Data into Revenue
2025-07-30 · 15:00
AI That Sells: How Dataiku Turns Raw Financial Data into Revenue In financial services, the biggest barrier to impactful AI isn’t strategy—it’s data readiness. In this 30-minute executive session, Celestial Systems reveals how Dataiku helps organizations go from siloed, messy datasets to fully operational AI use cases that actually drive revenue. This isn’t another theoretical AI webinar. We’ll walk you through a live use case: a cross-sell marketing app built on labeled customer data, AI-generated sales arguments, and human-in-the-loop workflows. You'll see how tools like Dataiku simplify the hard stuff—joining and cleaning data, labeling and segmenting customers, and embedding AI safely into production. What you’ll learn:
Why attend? If you’re a CIO, data leader, or digital transformation owner looking to deliver fast, measurable AI outcomes—without overhauling your entire tech stack—this session shows you what’s possible with the right tools and team. Celestial: Empowering Enterprises Since 2001 Based in Vancouver, Canada with worldwide offices and a fully in-house engineering team, we combine a heritage of industry leadership in application engineering with deep expertise in data and AI solutions. At Celestial, we're passionate about empowering enterprises to leverage the power of AI to unlock new opportunities, minimize risk, and sharpen their competitive edge. |
(ONLINE WEBINAR) Turning Raw Financial Data into Revenue
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Meetup #7
2025-07-01 · 17:00
Hi Everyone, We’re thrilled to announce that Meet-Up #7 is now confirmed for Tuesday 1st July 2025! 🎉 Join us at our London HQ, 100 Liverpool Street, for an evening packed full of insightful talks, great conversations and plenty of opportunities to connect with like-minded individuals. Of course, it wouldn’t be a proper meet-up without pizza and refreshments to keep the energy high all night! 🍕🥤 🕕 Doors open for networking at 18:00 🎤 The first talk kicks off at 18:30 🚪 Wrapping up at 20:30 We can’t wait to see you there! #1 Kat Holmes \| Data Director @ Siemens Energy Data Readiness - The Elephant in the AI Room Kat has been transforming organisations through data and technology leadership for the past 20 years – most recently as a data director specialising in strategy and governance. Currently holding a senior leadership role at Siemens Energy, the world's most influential energy technology company, Kat's key responsibilities include driving data readiness for AI throughout the organisation. She has also recently been able to integrate her lifelong commitment to ESG into her data career, through her public talks on diversity, inclusion and belonging in data teams. In 2021, Kat founded MenopauseX, on behalf of Women in Data®. MenopauseX is an initiative whose mission is to help organisations better support their staff through leveraging data and analytics. #2 Muna Tutton, Muna Tutton, Strategic Initiatives Lead, FTSE Russell Engineering, LSEG Lighting the Fire: How Hackathons Ignite Change in Financial Services Muna will be be sharing how a journey from physics to the fast-paced world of financial services taught me that the toughest challenges aren’t just technical — they’re human. From architecture roles to hackathons, I’ll share how embracing ambiguity and empowering people to act can turn ideas into impact. #3 Barbara Correia, Lead Data Scientist @ Mesh-AI & Alejandra Gutierrez, Software Engineer @ Schroders Scaling Equity Research: A Multi-Agent Approach to Analytical Workflows Alejandra is a graduate software engineer at Schroders, where she works in the AI research team. She has a degree in Biomedical engineering from Imperial College. Barbara is a Lead Data Scientist at Mesh-AI and has been working on the Agentic Scope, focusing on the FS industry. |
Meetup #7
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Building More Accurate, Trustworthy AI Agents (w/ Stephanie Valarezo)
2025-06-20 · 04:00
Stephanie Valarezo
– Program Director, Product
@ IBM Data Integration
As AI agents become more powerful and widely adopted, enterprises face a new challenge: how to build them on a foundation of trustworthy, AI-ready data that includes both structured and unstructured data. Unstructured data introduces new complexity for organizations already contending with large and growing volumes of data that is often distributed and disconnected, and from more information sources. In this episode, Stephanie Valarezo, Program Director, Product, from IBM Data Integration, shares how organizations can simplify and scale the integration, access and governance of unstructured and structured data. Explore how IBM is simplifying the enterprise data stack by empowering teams to integrate structured and unstructured data, using batch, real-time streaming, or replication techniques, while extending governance beyond the data layer to the AI agents themselves. Whether you're modernizing legacy infrastructure, accelerating agent development, or building robust governance strategies, this session will give you a blueprint to: Unlock the value of unstructured data for enterprise-grade AI Accelerate data intelligence through built-in observability and governance Simplify your tech stack while improving trust and traceability in AI outputs Learn more about watsonx #sponsored Register for free to be part of the next live session: https://bit.ly/3XB3A8b Follow us on Socials: LinkedIn YouTube Instagram (Mavens of Data) Instagram (Maven Analytics) TikTok Facebook Medium X/Twitter |
Mavens of Data |
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Ataccama: Scaling Trust and Innovation with Data Lineage, AI, and Automation at Bupa Australia
2025-06-18 · 04:30
Andrew Hinds
@ Bupa
Join Andrew Hinds from Bupa Australia to explore how combining data lineage and AI-powered automation enables organizations to optimize operations and deliver trusted insights. Hear practical strategies for embedding observability and governance into every layer of your data ecosystem—empowering better decisions, innovation, and compliance in a rapidly changing world. |
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Peer Meetup: How Can People Be the Key to Successful Data & Analytics Governance?
2025-06-17 · 05:45
Engage with industry peers to explore the pivotal role individuals play in enhancing D&A governance. As organizations increasingly depend on data-driven decision-making, establishing strong governance frameworks becomes vital. Discuss how success is influenced not only by technology and processes but also by empowering those who handle and use data effectively. |
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Ab Initio: Data Products Fueled by Generative AI
2025-06-17 · 04:45
Stephen Brobst
@ Ab Initio
Stephen Brobst, CTO at Ab Initio and top-rated speaker from last year returns. The fourth industrial revolution is fueled by AI and data. This talk will describe how to create and consume data products that use Generative AI, including the anatomy of data as a product in support of corporate AI initiatives. Empowering knowledge worker access to data is an essential capability of a modern enterprise. Robust metadata and a framework for Minimum Viable Governance (MVG) is at the heart of trusted AI. The use of natural language interfaces for interrogating data products will also be discussed. |
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Sponsored by: Immuta | Protecting People Data: How Shell Empowers HR to Drive a Brighter Future
2025-06-12 · 19:30
Roel Schreij
– Portfolio Manager Data & AI
@ Shell
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Moritz Plassnig
– Chief Product Officer
@ Immuta
HR departments increasingly rely on data to improve workforce planning and experiences. However, managing and getting value from this data can be challenging, especially given the complex technology landscape and the need to ensure data security and compliance. Shell has placed a high priority on safeguarding its people data while empowering its HR department with the tools and access they need to make informed decisions. This session will explore the transformation of Shell's Central Data Platform, starting with their HR use case. You’ll hear about:- The role of automation and data governance, quality, and literacy in Shell’s strategy.- Why they chose Databricks and Immuta for enhanced policy-based access control.- The future for Shell and their vision for a data marketplace to truly embrace a culture of global data sharing.The result? A robust, scalable HR Data Platform that is securely driving a brighter future for Shell and its employees. |
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Sponsored by: Anomalo | Reconciling IoT, Policy, and Insurer Data to Deliver Better Customer Discounts
2025-06-12 · 19:20
Michael Randall
– Director, Enterprise Data Governance
@ Nationwide
As insurers increasingly leverage IoT data to personalize policy pricing, reconciling disparate datasets across devices, policies, and insurers becomes mission-critical. In this session, learn how Nationwide transitioned from prototype workflows in Dataiku to a hardened data stack on Databricks, enabling scalable data governance and high-impact analytics. Discover how the team orchestrates data reconciliation across Postgres, Oracle, and Databricks to align customer driving behavior with insurer and policy data—ensuring more accurate, fair discounts for policyholders. With Anomalo’s automated monitoring layered on top, Nationwide ensures data quality at scale while empowering business units to define custom logic for proactive stewardship. We’ll also look ahead to how these foundations are preparing the enterprise for unstructured data and GenAI initiatives. |
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Embracing Unity Catalog and Empowering Innovation With Genie Room
2025-06-12 · 00:20
Junghoon Lee
– Data Engineer
@ Bagelcode
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Soochang Chung
– DataOps Team Manager
@ Bagelcode
Bagelcode, a leader in the social casino industry, has utilized Databricks since 2018 and manages over 10,000 tables via Hive Metastore. In 2024, we embarked on a transformative journey to resolve inefficiencies and unlock new capabilities. Over five months, we redesigned ETL pipelines with Delta Lake, optimized partitioned table logs and executed a seamless migration with minimal disruption. This effort improved governance, simplified management and unlocked Unity Catalog’s advanced features. Post-migration, we integrated the Genie Room with Slack to enable natural language queries, accelerating decision-making and operational efficiency. Additionally, a lineage-powered internal tool allowed us to quickly identify and resolve issues like backfill needs or data contamination. Unity Catalog has revolutionized our data ecosystem, elevating governance and innovation. Join us to learn how Bagelcode unlocked its data’s full potential and discover strategies for your own transformation. |
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Collaborative Innovation: How to Spur Innovation While Driving Efficiency
2025-06-12 · 00:20
Anthony Meyers
– Managing Director
@ Aon
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Paul McComish
– Head of Data Engineering
@ Allianz
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Antoine Amend
– Financial Services Industry Director
@ Databricks
Collaboration is redefining efficiency in insurance. This session explores how technologies such as Databricks Delta Sharing, secure data clean rooms, and data marketplaces are empowering insurers to securely share and analyze data across organizational boundaries—without exposing sensitive information. Discover how these solutions streamline operations, enhance risk modeling with real-time data integration, and enable the creation of tailored products through multi-party collaboration. Learn how insurers are leveraging these collaborative data ecosystems to reduce costs, drive innovation, and deliver better customer outcomes, all while maintaining strong privacy and governance standards. Join us to see how embracing collaborative frameworks is helping insurers operate smarter, faster, and more efficiently. |
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