Monte Carlo
OCTOBER 31, 2024
The rise of AI and GenAI has brought about the rise of new questions in the data ecosystem – and new roles. One job that has become increasingly popular across enterprise data teams is the role of the AI data engineer. Demand for AI data engineers has grown rapidly in data-driven organizations. But what does an AI data engineer do? What are they responsible for?
KDnuggets
OCTOBER 30, 2024
Each project, from beginner tasks like Image Classification to advanced ones like Anomaly Detection, includes a link to the dataset and source code for easy access and implementation.
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databricks
NOVEMBER 1, 2024
We are thrilled to announce the General Availability of a Python step-through debugger for Databricks Notebooks and Files. This highly requested feature allows.
Jesse Anderson
OCTOBER 29, 2024
Unapologetically Technical’s newest episode is now live! In this episode of Unapologetically Technical, I interview Cliff Crosland, the co-founder and CEO of Scanner.dev. Cliff Crosland is a data engineer passionate about helping people wrangle massive log volumes. He sees logs as a treasure trove of insights and believes effective log analysis is critical in today’s complex systems.
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Apache Airflow® is the open-source standard to manage workflows as code. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries. Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering.
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Precisely
OCTOBER 31, 2024
Key Takeaways: Data mesh is a decentralized approach to data management, designed to shift creation and ownership of data products to domain-specific teams. Data fabric is a unified approach to data management, creating a consistent way to manage, access, and share data across distributed environments. Both approaches empower your organization to be more agile, data-driven, and responsive so you can make informed decisions in real time.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
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databricks
OCTOBER 27, 2024
We're excited to announce the General Availability of Publish to Microsoft Power BI Service from Unity Catalog, an integration that makes it easy.
Confessions of a Data Guy
OCTOBER 31, 2024
I am a glutton for punishment, a harbinger of tidings, a storm crow, a prophet of the data land, my sole purpose is to plumb the depths of the tools we use every day in Data Engineering. I find the good, the bad, the ugly, and splay them out before you, string ’em up and […] The post Testing DuckDB’s Large Than Memory Processing Capabilities. appeared first on Confessions of a Data Guy.
Uber Engineering
OCTOBER 29, 2024
Learn all about our journey of successfully upgrading our MySQL fleet at Uber from v5.7 to v8.0, enhancing performance and reliability.
KDnuggets
OCTOBER 29, 2024
Automate the machine learning modelling important step with LLMs.
Speaker: Tamara Fingerlin, Developer Advocate
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
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databricks
OCTOBER 30, 2024
When serving machine learning models, the latency between requesting a prediction and receiving a response is one of the most critical metrics for.
Robinhood
OCTOBER 30, 2024
Robinhood Markets, Inc. (Nasdaq: HOOD) today reported financial results for the quarter ended September 30, 2024. Read our Q3 2024 earnings press release here. Access more information at investors.robinhood.com. The post Robinhood Reports Third Quarter 2024 Results appeared first on Robinhood Newsroom.
ArcGIS
OCTOBER 31, 2024
Use the Calculate Color Theorem Field tool, Unique Values symbology, and the Color Scheme editor to map the Devil's real estate portfolio.
KDnuggets
OCTOBER 29, 2024
Here are some useful Python one-liners for common data cleaning tasks.
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
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Towards Data Science
OCTOBER 30, 2024
Demystifying Azure Storage Account Network Access Service endpoints and private endpoints hands-on: including Azure Backbone, storage account firewall, DNS, VNET and NSGs Connected Network — image by Nastya Dulhiier on Unsplash 1. Introduction Storage accounts play a vital role in a medallion architecture for establishing an enterprise data lake. They act as a centralized repository, enabling seamless data exchange between producers and consumers.
Uber Engineering
OCTOBER 29, 2024
Learn about how the Storage team at Uber significantly reduced costs and improved speed for backups of its Petabyte-scale, MyRocks-based distributed databases by devising a Differential Backups solution.
Data Engineering Weekly
OCTOBER 27, 2024
Astasia Myers: The three components of the unstructured data stack LLMs and vector databases significantly improved the ability to process and understand unstructured data. I never thought of PDF as a self-contained document database, but that seems a reality that we can’t deny. The blog is an excellent summary of the existing unstructured data landscape.
KDnuggets
NOVEMBER 1, 2024
Here are some of the main computer programming/coding languages every budding game developer should take time to learn.
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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?
Towards Data Science
OCTOBER 29, 2024
Balancing complexity and performance: An in-depth look at K-fold target encoding Photo by Mika Baumeister on Unsplash Introduction Data science practitioners encounter numerous challenges when handling diverse data types across various projects, each demanding unique processing methods. A common obstacle is working with data formats that traditional machine learning models struggle to process effectively, resulting in subpar model performance.
Uber Engineering
OCTOBER 29, 2024
Learn how Uber made a breakthrough in tracking design metrics across Figma, Android, and iOS with Design System Observability.
Ascend.io
OCTOBER 28, 2024
What is Data Transformation? Data transformation is the process of converting raw data into a usable format to generate insights. It involves cleaning, normalizing, validating, and enriching data, ensuring that it is consistent and ready for analysis. Data transformation is key for data-driven decision-making, allowing organizations to derive meaningful insights from varied data sources.
KDnuggets
OCTOBER 29, 2024
Learn how to enhance GPT-4o performance for legal text clarification on your old laptop with just a few lines of code.
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With over 30 million monthly downloads, Apache Airflow is the tool of choice for programmatically authoring, scheduling, and monitoring data pipelines. Airflow enables you to define workflows as Python code, allowing for dynamic and scalable pipelines suitable to any use case from ETL/ELT to running ML/AI operations in production. This introductory tutorial provides a crash course for writing and deploying your first Airflow pipeline.
Towards Data Science
NOVEMBER 1, 2024
A step-by-step guide on getting the most of lengthy data reports, within seconds Continue reading on Towards Data Science »
Uber Engineering
OCTOBER 29, 2024
Learn how we achieved diff-time E2E testing for thousands of microservices at Uber.
ArcGIS
OCTOBER 28, 2024
Learn to export network diagrams in a variety of file formats in this blog article.
KDnuggets
NOVEMBER 1, 2024
In this article, the author proposes a new phrase: "If Data is the New Oil, then Generative AI is the new Rocket Fuel," to emphasize GAI's role in enhancing data's value.
Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali
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.
Towards Data Science
OCTOBER 30, 2024
Step-by-Step Instructions for Constructing a Dataset of PubMed-Listed Publications on Cardiovascular Disease Research Continue reading on Towards Data Science »
Uber Engineering
OCTOBER 29, 2024
In this blog, we share how we reimagined CD at Uber to improve deployment automation and UX of managing microservices, while tackling the peculiar challenges of working with large monorepos.
phData: Data Engineering
NOVEMBER 1, 2024
While predicting the future may be impossible (so far), analyzing trends and learning from industry leaders can help us get pretty close. In an effort to better understand where data governance is heading, we spoke with top executives from IT, healthcare, and finance to hear their thoughts on the biggest trends, key challenges, and what insights they would recommend.
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