🔎 Discover how #DeltaLake simplifies the process of building data lakehouses and data pipelines at scale. With this practical guide, #dataengineers, #datascientists, and #dataanalysts will explore key data reliability challenges and learn to apply modern data engineering and management techniques. You'll also understand how ACID transactions bring reliability to data lakehouses at scale!

Check out Delta Lake: The Definitive Guide ➡️ https://lnkd.in/g3-RBeUz

#opensource #oss #datalakes #lakehouse

Databeans has a handbook written by their engineers that includes advice and recipes on data, particularly #deltalake. For a while, this handbook was kept a secret, but they've recently chosen to share certain pages with you!

cc Houssem Eddine Dalhoumi, DataBeans

#opensource #dataengineering #datalakes #databeans #linuxfoundation

Isaac Sacolick explains how CEOs and business leaders know little about data stores, why they need data meshes, fabrics, and clouds, or how data lakes are used to ingest structured and unstructured data. https://www.infoworld.com/article/3695536/how-to-explain-data-meshes-fabrics-and-clouds.html#tk.rss_all #datameshes #datafabrics #datalakes #softcorpremium

In this Salesforce blog, Michael Zhang shares a solution to ensure global synchronization and ordering of multiple process streams that perform concurrent writes to the shared #DeltaLake. With this mechanism, Salesforce greatly improved its pipeline stability by eliminating Conflicting Commits errors and maintaining data integrity.

➡️ https://sforce.co/3ZalcoG

#salesforce #datalakes #lakehouse #opensource #dataengineering

This #DeltaLake blog post explains how to convert from CSV to Delta Lake and the wonderful benefits you’ll enjoy by using Delta Lake. CSV #datalakes have many limitations that are improved upon with #Parquet data lakes and even further enhanced with Delta Lake tables. 🦀

Switching from #CSV to Delta Lake will give you immediate access to better performance, important features, and allow you to build more reliable #data pipelines. 👉 https://delta.io/blog/2023-03-22-convert-csv-to-delta-lake/

Looking for the latest news from #DeltaLake..a week late? Check out this week's Last Week in a Byte! 🦀

Watch on YouTube: https://www.youtube.com/watch?v=zWU7BIrJ0OQ

#opensource #lakehouse #datalakes #linuxfoundation

Looking for the latest news from #DeltaLake..a week late? Check out this week's Last Week in a Byte! 🦀

Watch on YouTube: youtu.be/zWU7BIrJ0OQ
View on LinkedIn: https://www.linkedin.com/pulse/last-week-byte-delta-lake-2023-03-14-deltalake/

#opensource #lakehouse #datalakes #linuxfoundation

New publication #datalakes #benchmark

I am very happy about this one.

Pegdwendé Nicolas Sawadogo, Jérôme Darmont, "DLBench+: a Benchmark for Quantitative and Qualitative Data Lake Assessment", Data & Knowledge Engineering (to appear).

https://eric.univ-lyon2.fr/jdarmont/?p=8097

The latest #DeltaLake blog post explains how you can use MERGE to apply selective changes to a Delta table efficiently. It's the most powerful command in Delta! 🦀

✔️ You'll also learn why MERGE with Delta Lake is better than using legacy Hive style parquet tables, how to apply change data, and what to do when you have different schemas or missing values.

👉 https://delta.io/blog/2023-02-14-delta-lake-merge/

#dataengineering #opensource #dataengineer #data #datalakes

Stream Analytics no-code editor provides you the easiest way (drag and drop experience) to capture your Event Hubs data into ADLS Gen2 with this #DeltaLake format without a piece of code. ✅ A pre-defined canvas template has been prepared for you to further speed up your data capturing with such format!

Public preview: Capture Event Hubs data with Stream Analytics no-code editor in Delta Lake format ➡️ https://lnkd.in/dw5XdmGv

#opensource #oss #streamanalytics #lakehouse #datalakes

Stream Analytics no-code editor provides you the easiest way (drag and drop experience) to capture your Event Hubs data into ADLS Gen2 with this #DeltaLake format without a piece of code. ✅ A pre-defined canvas template has been prepared for you to further speed up your data capturing with such format!

Public preview: Capture Event Hubs data with Stream Analytics no-code editor in Delta Lake format ➡️ https://lnkd.in/dw5XdmGv

#opensource #oss #streamanalytics #lakehouse #datalakes

#DataLakes and #SQL: A Match Made in Data Heaven

#DigitalTransformation #Data #DataAnalytics

https://buff.ly/3WfLHaK #mst

#DataLakes and #MachineLearning have enormous potential to do good. The East England Ambulance Service is currently partnering with tech firm Version 1 as part of an ongoing digital transformation.

By consolidating patient data from multiple sources into a single data lake, the EEAS is addressing data silo issues and improving decision-making when it really matters.

Via Digital Bulletin

#TechForGood #BigData #Analytics #DigitalTransformation #CelebrateInnovation

https://vimeo.com/574842209

@thomasfuchs my career went from #punchcards to #datalakes. Thanks for the memories!!

@cybersecboardrm "But ABE offers a solution in such scenarios by enabling companies to make data available to employees who need access to it, while protecting such sensitive information." - If this works out as promised, this could be solving some interesting problems. #Privacy for #datalakes e.g. is "especially in addressing the challenge of data lakes"

@jayatid @arynn

Also
#datacontracts
#TrustworthyAI
#ethicalai
#monitoring
#logging
#spark
#ApacheSpark
#apachecassandra
#ApacheKafka
#DataLake
#datalakes
#datawarehousing
#datawarehouses

@jayatid @arynn

Also
#datacontracts
#TrustworthyAI
#ethicalai
#monitoring
#logging
#spark
#ApacheSpark
#apachecassandra
#ApacheKafka
#DataLake
#datalakes
#datawarehousing
#datawarehouses

Referenced link: https://hackernoon.com/how-to-tell-the-difference-between-data-warehouses-data-lakes-and-data-lakehouses
Discuss on https://discu.eu/q/https://hackernoon.com/how-to-tell-the-difference-between-data-warehouses-data-lakes-and-data-lakehouses

Originally posted by HackerNoon | Learn Any Technology / @hackernoon@twitter.com: https://twitter.com/hackernoon/status/1573069639046815746#m

"How to Tell the Difference Between Data Warehouses, Data Lakes and Data Lakehouses" https://hackernoon.com/how-to-tell-the-difference-between-data-warehouses-data-lakes-and-data-lakehouses #datalakes #datawarehouse

RT @hackernoon@twitter.activitypub.actor
"Going From Data Lakes to Oceans" https://hackernoon.com/from-data-lakes-to-oceans-kdd32q4 #datasets #datalakes