Thu.Feb 22, 2024

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Data Engineering Best Practices - #2. Metadata & Logging

Start Data Engineering

1. Introduction 2. Setup & Logging architecture 3. Data Pipeline Logging Best Practices 3.1. Metadata: Information about pipeline runs, & data flowing through your pipeline 3.2. Obtain visibility into the code’s execution sequence using text logs 3.3. Understand resource usage by tracking Metrics 3.4. Monitoring UI & Traceability 3.5.

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Strengthening Cyber Resilience through Efficient Data Management: A Response to M-21-31

databricks

In today's environment, proactive cybersecurity is crucial to any public sector agency. For many organizations, log data that security professionals need for effective.

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Location Referencing Guide to Esri Partner Conference and Esri Developer Summit

ArcGIS

Join us for an exciting Partner Conference and Developer Summit! Discover the latest in ArcGIS Location Referencing and connect with experts.

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7 Free Kaggle Micro-Courses for Data Science Beginners

KDnuggets

Interested in learning data science? Check out these free micro-courses from Kaggle to learn essential data science skills.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Unlocking AI Assisted Development Safely: From Idea to GA

Pinterest Engineering

Sam Wang | Sr. Technical Program Manager; Joe Gordon | Sr. Staff Software Engineer At Pinterest we are continuously looking for ways to improve our developer experience, and we have recently shipped AI-assisted development for everyone while balancing safety, security, and cost. In this blog post, we share our journey of unlocking AI-assisted development, from the initial idea to the General Availability (GA) stage.

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Beyond the Buzz: Braze Equips Modern Marketers with Powerful AI Tools

Snowflake

A lot of the buzz around AI focuses on its future potential. And we get it — we’re talking about a transformative technology that presents seemingly limitless possibilities. But an important aspect of this world-changing tech story that gets lost in the hype is understanding exactly what AI solutions are available for you and your team to employ right now, today.

More Trending

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Improve workflows with ArcGIS Aviation Airports and ArcGIS Aviation Charting

ArcGIS

ArcGIS Aviation Airports and ArcGIS Aviation Charting are extensions to ArcGIS Pro that allow users to do their best aviation work with the power of the next generation of desktop software. The tools in these two extensions are enhanced and incorporated in ArcGIS Pro to support your airport, charting, data management, migration, and design needs.

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The Art of Data Buck-Passing 101: Mastering the Blame Game in Data and Analytic Teams

DataKitchen

The Art of Data Buck-Passing 101: Mastering the Blame Game in Data and Analytic Teams Welcome, dear readers, to the hallowed halls of Data Buck-Passing University, where the motto is “ Per Alios Culpa Transfertur ” (Blame is Transferred to Others). In the world of data and analytics, one skill stands timeless and universal: the art of blaming someone else when things go sideways.

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5 Airflow Alternatives for Data Orchestration

KDnuggets

Top list of open-source tools for building and managing workflows.

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Automation is Important to Digital Transformation

Precisely

SAP automation and digital transformation Automation plays a key role in digital transformation initiatives overall, enabling organizations to realize the outcomes they need to remain competitive: agility, speed, and improved data quality and integrity. As automation technologies have evolved over the past decade, organizations have come to recognize that employing automation to streamline business processes is an imperative for success.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Unveiling the 2024 Data Streaming Startup Challenge Finalists

Confluent

The 2024 Data Streaming Startup Challenge Finalists will compete for the grand prize on stage at Kafka Summit London.

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Transform Your Business by Moving Your Workload to Google Cloud

RandomTrees

How to Migrate Your Business to the Cloud Moving to the google cloud workload is one of the most impressive things your business can utilize to build your adaptability, flexibility, and productivity. It will furnish your business with 24/7 admittance to key information and center work processes when you want it, regardless of where you are and when it makes the biggest difference.