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(Written by Kirill Voloshin & Abdullah Abusamrah ) In our previous blog posts , we have covered our server-driven UI framework called Picnic Page Platform. This framework allows anyone, including analysts and business teams, to leverage data across all of Picnic to build and ship new UI flows. This blog post explores how weve further evolved our framework to support more complex flows that interact with our back-end systems, persist data andmore.
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With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you
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Shifting left is an interesting concept that’s gaining momentum in modern data engineering. SDF has been among those sharing this approach, even making “shifting left” one of their main slogans. As Elias DeFaria, SDF’s co-founder, describes it, shifting left means “improving data quality by moving closer toward the data source” However, the benefits extend beyond just data quality improvements.
Generative AI is here to stay, and its creating tangible value for enterprises right now. As organizations worldwide implement gen AI solutions, they're discovering both remarkable returns and significant challenges. The key questions now focus on how much value gen AI is actually delivering and how each enterprise can devise an optimal gen AI strategy.
Glossary ZTA: zero trust architecture SAML: security assertion markup language (an SSO facilitation protocol) Devbox: a remote server used to develop software Zero Trust Access Remote Future Yelp is now a fully remote company, which means our employee base has become increasingly distributed across the world, making secure access to resources from anywhere a critical business function.
Why Data Quality Dimensions Fall Flat : Data Quality Coffee With Uncle Chip #2 In this playful yet pointed talk, Data Quality Coffee With Uncle Chip’ kicks things off by poking fun at the overcomplicated world of data quality dimensions. With so many dimensions and no consensus on definitions, vague terms like “accuracy” and “validity” just blur together.
Among the most fascinating developments in natural language processing (NLP) and machine learning is zero-shot categorization. Simply said, it’s a model’s capacity to project classes it has never seen before during training. In this blog, we will cover everything from what zero-shot classification is, how it works for images and popular models, and how you can implement it.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
In the fast-paced area of project management, professionals often look for certifications to help them get better jobs and improve their skills. PRINCE2 and APM are two well-known titles in this field. It is important to know the differences, benefits, and possible synergies between these certifications in order to make smart choices about your career growth.
As far as project management is concerned, making sure every project has good justification is crucial. This is where the PRINCE2 methodology’s Business Case comes into play. The Business Case is an integral part of PRINCE2 and helps keep a project on track to be desirable, viable, and doable. A compelling example of this in action is Sony’s implementation of PRINCE2 Agile® Faced with the challenge of responding swiftly to customer demands, Sony integrated PRINCE2 Agile® to
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