Sat.Oct 26, 2024 - Fri.Nov 01, 2024

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What is an AI Data Engineer? 4 Important Skills, Responsibilities, & Tools

Monte Carlo

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?

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Testing DuckDB’s Large Than Memory Processing Capabilities.

Confessions of a Data Guy

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.

Process 113
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7 Computer Vision Projects for All Levels

KDnuggets

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.

Project 141
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Unapologetically Technical Episode 14 – Cliff Crosland

Jesse Anderson

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® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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Announcing General Availability: Publish to Microsoft Power BI Service from Unity Catalog

databricks

We're excited to announce the General Availability of Publish to Microsoft Power BI Service from Unity Catalog, an integration that makes it easy.

BI 118
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Looking Back on Our First Women Leaders in Technology Event

Cloudera

Over the last few months, Cloudera has been traversing the globe hosting our EVOLVE24 event series. It has been a time full of excitement, innovative ideas, and connection with our partners and customers. It also provided a moment for us to launch an important initiative for Cloudera: our Women Leaders in Technology (WLIT) initiative. WLIT is a global initiative developed to create a forum wherein women and allies in tech leadership roles can connect with and demonstrate to women and girls tha

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Robinhood Reports Third Quarter 2024 Results

Robinhood

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.

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Announcing the General Availability of Step-Through Debugging in Databricks Notebooks and Files

databricks

We are thrilled to announce the General Availability of a Python step-through debugger for Databricks Notebooks and Files. This highly requested feature allows.

Python 103
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Tools for the Next Era: The Modern Marketing Data Stack 2025

Snowflake

The stage is set for a new era in marketing, and marketers have never had so much data and technology at their fingertips. But to deliver the ROI that enterprises require today, marketers must have a strategic mindset and fine-tune the tools, tactics and approaches in their marketing data stack. Snowflake is here to help marketers evolve and accelerate their marketing impact with our third annual Modern Marketing Data Stack report and global virtual event.

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How to Fine-Tune T5 for Question Answering Tasks with Hugging Face Transformers

KDnuggets

Fine-tuning the T5 model for question answering tasks is simple with Hugging Face Transformers: provide the model with questions and context, and it will learn to generate the correct answers.

IT 115
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Apache Airflow®: The Ultimate Guide to DAG Writing

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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#ClouderaLife Employee Spotlight: Julia Ostrowski

Cloudera

In this Employee Spotlight, we sat down with Julia Ostrowski to learn about her time at Cloudera, what she loves about her job, her experience on both sides of Cloudera’s mentorship program, and her impressive volunteer work. Meet Julia Ostrowski Julia is the Director of Enterprise Entitlement at Cloudera and has been with the company since 2019, joining via Hortonworks.

Food 74
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Modern Data Architecture: Data Mesh and Data Fabric 101

Precisely

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.

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New Snowflake Deployment: Mexico and South Korea Coming Soon

Snowflake

Snowflake is excited to announce a significant expansion of our AI Data Cloud infrastructure with support for Microsoft Azure Mexico by the end of Snowflake’s fiscal year, and support for Microsoft Azure in Seoul in the first half of 2025. These deployments underscore Snowflake’s continued commitment to providing our customers with a unified and secure experience, regardless of where their data resides.

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When to Go Out and When to Stay In: RAG vs. Fine-tuning

KDnuggets

This article presents a comprehensive discussion of when to choose which approach for your LLM and potential hybrid solutions.

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Optimizing The Modern Developer Experience with Coder

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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Aimpoint Digital: Leveraging Delta Sharing for Secure and Efficient Multi-Region Model Serving in Databricks

databricks

When serving machine learning models, the latency between requesting a prediction and receiving a response is one of the most critical metrics for.

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Differential Backups in MyRocks Based Distributed Databases at Uber

Uber Engineering

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.

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Win the CSP & MSP Markets by Leveraging Confluent’s Data Streaming Platform and OEM Program

Confluent

Deploying Confluent Platform in conjunction with Confluent's OEM Program can help CSPs and MSPs develop high-margins, while maintaining operational excellence and lowering risk.

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What Programming Language Should Game Developers Know?

KDnuggets

Here are some of the main computer programming/coding languages every budding game developer should take time to learn.

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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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Retain Customers with Faster, Friendlier Claims: 4 Strategies for Insurers

Precisely

Key Takeaways: In the insurance industry, customer satisfaction has a direct impact on your bottom line. Efficient claims processing and transparent communications are key to customer satisfaction. To streamline the claims process and enhance the customer experience, you must adopt automation, self-service, and omnichannel communication solutions. In 2024, property claims customer satisfaction (CSAT) has reached its lowest point in seven years, according to a recent J.D.

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Upgrading Uber’s MySQL Fleet  to version 8.0

Uber Engineering

Learn all about our journey of successfully upgrading our MySQL fleet at Uber from v5.7 to v8.0, enhancing performance and reliability.

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Data Engineering Weekly #195

Data Engineering Weekly

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.

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How to Learn SQL the Lazy Way

KDnuggets

This is a simple guide for lazy people who want to learn SQL with minimal effort.

SQL 135
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Prepare Now: 2025's Must-Know Trends For Product And Data Leaders

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.

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Mapping the Devil’s Real Estate Portfolio

ArcGIS

Use the Calculate Color Theorem Field tool, Unique Values symbology, and the Color Scheme editor to map the Devil's real estate portfolio.

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Continuous deployment for large monorepos

Uber Engineering

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.

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Understanding K-Fold Target Encoding to Handle High Cardinality

Towards Data Science

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.

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Fine-Tuning GPT-4o

KDnuggets

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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Apache Airflow®: The Ultimate Guide to DAG Writing

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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How to Use Snowflake Create View

Hevo

Creating views based on your queries is crucial for giving users access to data as if it were a table while also allowing them to perform complex operations. By encapsulating these queries as reusable objects, views prevent direct alterations to underlying tables.

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DataMesh: How Uber laid the foundations for the data lake cloud migration

Uber Engineering

Learn how Uber is streamlining the Cloud migration of its massive Data Lake by incorporating key Data Mesh principles.

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2024 Governance Trends for Data Leaders

phData: Data Engineering

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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Data Science for Social Good: Real World Projects Making a Difference

KDnuggets

This article highlights how data science is being used for social good, and making a meaningful impact on society.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.