Season-1 Product in Data - Diving Deep into Everything Data
Welcome to *Product in Data - Everything Data* Season - 1, where data meets innovation! Join us as we uncover the secrets behind successful data-driven products, dive into the latest trends, and decode the strategies that power the world’s most impactful tech. Whether you're a data enthusiast, product pro, or just curious, we’ve got everything data – all in one place.
Episodes
This podcast from "Product Data & Everything" discusses the future of data products, examining how advancements in data storage, processing, and analytics are transforming business operations and consumer experiences. It covers key innovations in cloud storage, edge computing, machine learning, and real-time data processing, and explores the emerging trends in data security and privacy, including the use of blockchain technolog...
Discover how Canva’s powerful analytics pipeline manages massive user interaction data with efficiency and precision. This episode explores Canva’s use of Protobuf schemas, Kinesis Data Streams, and flexible subscription models, ensuring data quality and performance. Learn about Canva’s strategies for real-time processing, cost-effective event distribution, and their "at-least-once" delivery guarantee, providing valuable insights f...
Dive into Airbnb’s transformative approach to payments data management. This episode uncovers how Airbnb redesigned its data read flow, unified entry points, and implemented a read-optimized store framework, resulting in up to 150x faster latency and 99.9%+ reliability. Learn how these improvements impact use cases like Transaction and Guest Payment History, offering valuable insights for those interested in high-performance data e...
Explore Airbnb’s “Wall” framework, a breakthrough tool in data quality management designed to prevent data bugs across analytics systems. This episode dives into how Wall simplifies data quality checks with YAML configuration and a user-friendly interface, bringing flexibility and scalability to Airbnb’s data ecosystem. Essential listening for data engineers and professionals eager to enhance their data quality workflows with innov...
Discover Airbnb’s innovative Data Quality Score, a data quality scoring system designed to enhance data accuracy, reliability, stewardship, and usability. This episode unpacks how the DQ Score incentivizes data producers and guides data consumers, empowering better decision-making. Tune in to learn about the impact of quality metrics in data management and Airbnb’s future plans for expanding this transformative approach. Perfect fo...
Explore how Airbnb tackles personal data classification with a focus on accuracy, speed, and recall. This episode dives into their three-pillar approach—cataloging, detection, and reconciliation—and reveals key takeaways from their journey, including early data owner engagement, unified strategies, and the “Shift Left” method for proactive data classification. Perfect for professionals interested in robust data management systems a...
Explore the ClickHouse MergeTree storage engine with (productindata.com) Product in Data - Everything Data! Dive into how it stores data in immutable parts, optimizes with primary keys, and boosts performance through background merges and data replication. Perfect for data enthusiasts and tech professionals wanting a deep understanding of modern storage solutions
Dive into the essential strategies for enhancing data quality—“Data Product” versus “Data as a Product” (DaaP). This episode of Product in Data explores how each approach addresses different business needs, from delivering targeted insights to building long-term data value. Find out which method aligns best with your data goals for impactful results.
In this episode, Product in Data explores the advanced system Netflix uses to handle enormous volumes of time-based data with lightning-fast access. Discover how Netflix’s innovative data solution supports vast read and write operations worldwide, achieving millisecond latency at a massive scale. We’ve distilled insights from Netflix’s own technical blog on this topic at productindata.com for a clear, engaging overview of its archi...
Welcome to the another podcast of Product in Data, Unlock the power of modern data solutions with DuckDB! Join us as we dive into how DuckDB is transforming data analytics and powering modern data stacks, enabling faster, more efficient processing directly on your machine. Discover why data engineers and product leaders are turning to DuckDB for its ease, scalability, and speed in data transformations, ETL processes, and more.
This is a guide to building successful event analytics systems within a company. The podcast addresses the common pitfalls and symptoms of poor event tracking, which include a lack of shared language and trust in the data. It then outlines the root causes of these problems, such as a developer-centric mindset rather than a business-user focus and a lack of visual communication around events. It also concludes with a step-by-step pr...
Welcome to "Data Unlocked," the podcast that dives deep into the world of data governance, analytics, and the intricate nuances of data as a product. Join us as we explore the pillars of data quality—accuracy, completeness, timeliness, consistency, and compliance. We'll uncover how industry leaders like Uber leverage real-time processing and robust governance to drive decision-making and dynamic pricing. Tune in for practical insig...
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