Sat.Jul 08, 2023 - Fri.Jul 14, 2023

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4 Ways Automation Helps Data Engineering Teams

Monte Carlo

This is a guest post from our friends over at Satori Cyber. Data-driven organizations generate, collect, and store vast amounts of data. To effectively manage and analyze this data, data engineering teams must navigate a wide range of challenges, including data access, security, compliance, and data observability. Automation is a missing link in many organizations’ efforts toward data operationalization.

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The Pulse: VanMoof files for bankruptcy protection

The Pragmatic Engineer

👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. We cover one out of six topics in today’s subscriber-only The Pulse issue. If you’re not yet a full subscriber, you missed this week’s deep-dive on Software architect archetypes. To get the full issues, twice a week, subscribe here. Before we start, a small change.

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Berlin Buzzwords 2023 - notes for data engineers

Waitingforcode

That's the conference I've heard only recently about. What a huge mistake! Despite the lack of "data" word in the name, it covers many interesting data topics and before I share with you my notes from this year's Data+AI Summit, let me do the same for Berlin Buzzwords!

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Reduce Friction In Your Business Analytics Through Entity Centric Data Modeling

Data Engineering Podcast

Summary For business analytics the way that you model the data in your warehouse has a lasting impact on what types of questions can be answered quickly and easily. The major strategies in use today were created decades ago when the software and hardware for warehouse databases were far more constrained. In this episode Maxime Beauchemin of Airflow and Superset fame shares his vision for the entity-centric data model and how you can incorporate it into your own warehouse design.

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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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What Is Change Data Capture

Seattle Data Guy

Some data teams need to have their data near real-time for dashboards and reporting. So how can they implement a near real-time data pipeline? One possible choice is a method called change data capture, also known as CDC. I have seen companies employ multiple ways to use CDC or CDC-like approaches to pull data from… Read more The post What Is Change Data Capture appeared first on Seattle Data Guy.

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Data News — Week 23.27

Christophe Blefari

Who's leading the data peloton? ( credits ) Hey you, this is the Saturday Data News edition 🥲 Time flies. I'm working for the Series of articles in advance for August about "creating data platforms" and I'm looking for ideas about the data I could use for this. Having some kind of simulated real-time data would be the best.

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More Trending

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Reality – What is it good for?

ArcGIS

Reality for ArcGIS Pro products power countless real-world applications in operational environments, and enable well informed decisions.

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The Onion Routing: Everything You Need To Know About the Anonymity Network

Knowledge Hut

Onion Routing is a method of communicating anonymously across a computer network. The layers of encryption that protect messages in an onion network are comparable to the layers of an onion. The encrypted data is sent through a network of "onion routers," or network nodes, each of which "peels" away a single layer to disclose the encrypted data's destination.

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Complete Personalization, Complete Control: The Composable CDP

databricks

In a crowded retail marketplace, organizations increasingly compete for consumer time, attention and spend. Gone are the days where broadstroke advertisements and bulk.

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Synthetic Data Platforms: Unlocking the Power of Generative AI for Structured Data

KDnuggets

The article highlights various use cases of synthetic data, including generating confidential data, rebalancing imbalanced data, and imputing missing data points. It also provides information on popular synthetic data generation tools such as MOSTLY AI, SDV, and YData.

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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 design a dbt model from scratch

Towards Data Science

A simple framework for building dbt models that actually get used. When I was researching the Ultimate Guide to dbt , I was shocked by the lack of material around actually building models from scratch. Not the exact steps to take in the tool — that is all covered in innumerable blogs and tutorials. I mean how do you know the right design? How do you make sure your stakeholders will use that model?

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Snowflake’s Performance Optimizations Help ESO Reduce Costs by 60%

Snowflake

ESO is the largest software and data solutions provider to emergency medical services (EMS) agencies and fire departments in the U.S. With a mission to improve community health and public safety through the power of data, ESO makes software that helps save lives. If you call 911 and a fire or medical team responds, it’s likely they’re using ESO software to make sure you get the right help fast.

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Announcing Public Preview of Volumes in Databricks Unity Catalog

databricks

At the Data and AI Summit 2023, we introduced Volumes in Databricks Unity Catalog. This feature enables users to discover, govern, process, and.

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Database Optimization: Exploring Indexes in SQL

KDnuggets

Learn about Indexing in SQL and how you can increase the retrieval speed of the SELECT queries and WHERE clauses.

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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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Tuning Flink Clusters for Stability and Efficiency

Pinterest Engineering

Divye , Teja , Chen , Sam , Lu , Heng , Kanchi , Rainie , Dinesh , Ashish , Nishant , Pooja | Stream Processing Platform Team At Pinterest, stream data processing powers a wide range of real-time use cases. Our Flink clusters are multitenant and run jobs that concurrently process more than 20M msgs/sec across 12 clusters. Over the course of 2022 and early 2023, we’ve spent a significant period of time optimizing our Flink runtime environment and cluster configurations, and we’d like to share our

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How to design and animate a globe in ArcGIS Pro with Living Atlas content

ArcGIS

Here is a walk-through for creating spinning globe animations in ArcGIS Pro, like the ones you may have seen in the UC plenary

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12 Times Faster Query Planning With Iceberg Manifest Caching in Impala

Cloudera

Iceberg is an emerging open-table format designed for large analytic workloads. The Apache Iceberg project continues developing an implementation of Iceberg specification in the form of Java Library. Several compute engines such as Impala, Hive, Spark, and Trino have supported querying data in Iceberg table format by adopting this Java Library provided by the Apache Iceberg project.

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Building AI Products with OpenAI: A Free Course from CoRise

KDnuggets

Check out this free course from CoRise, in collaboration with OpenAI, on building AI products.

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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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Streamlining Azure VM Performance While Slashing Costs: Proven Strategies for Optimal Efficiency

Towards Data Science

Techniques for minimizing costs while not compromising efficiency Continue reading on Towards Data Science »

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Data evaluation

InData Labs

Data is the world’s most valuable resource, so businesses’ investments in analysis are rising. However, many organizations overlook the importance of data evaluation, hindering the accuracy of their artificial intelligence (AI) models and other initiatives. In today’s environment, every business is becoming a data science company in some capacity. Amid that shift, organizations must make.

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Integrating Cloudera Data Warehouse with Kudu Clusters

Cloudera

Apache Impala and Apache Kudu make a great combination for real-time analytics on streaming data for time series and real-time data warehousing use cases. More than 200 Cloudera customers have implemented Apache Kudu with Apache Spark for ingestion and Apache Impala for real-time BI use cases successfully over the last decade, with thousands of nodes running Apache Kudu.

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2023 Data Scientists Salaries

KDnuggets

How much do data scientists make?

Data 107
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Prepare Now: 2025s 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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3 Use Cases for SQL Case When Statement

Towards Data Science

Explained with examples Continue reading on Towards Data Science »

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Applying an equity lens to your index

ArcGIS

Explore our blog to apply an equity lens to your index. Learn how using disaggregate data in measuring tools promotes equitable outcomes.

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From Hive Tables to Iceberg Tables: Hassle-Free

Cloudera

Introduction For more than a decade now, the Hive table format has been a ubiquitous presence in the big data ecosystem, managing petabytes of data with remarkable efficiency and scale. But as the data volumes, data variety, and data usage grows, users face many challenges when using Hive tables because of its antiquated directory-based table format.

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KDnuggets News, July 12: 5 Free Courses on ChatGPT • The Power of Chain-of-Thought Prompting

KDnuggets

What happened in the last week: 5 Free Courses on ChatGPT • The Power of Chain-of-Thought Prompting • and much more!

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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How to Streamline Communication in Data Pipelines Using Mage

Towards Data Science

Let the bot handle difficult communications for us Continue reading on Towards Data Science »

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3 Reasons to Try and Buy Snowflake Native Apps on Snowflake Marketplace

Snowflake

Snowflake Native Apps introduce a new model for cloud-based software. To buy and use a traditional SaaS app, a business has to go through lengthy evaluations and verify that the application builder adhered to their standards of data security. This is a critical step because the application is processing data that belongs to the customer, and in order for the customer to use the app, the customer’s data must either be moved to where the application runs, or the application must collect or produce

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Reduce Data Anxiety with Data Observability

Acceldata

Modern data environments are not easy to manage and maintain. Learn how data observability can reduce the burdens of data complexity and relieve stress on data teams.

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Where Does AI Happen?

KDnuggets

Which sector should aspiring researchers flock toward? Academia or industry?

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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.