Discover how an MLOps workflow turns messy Excel wage tables into a clean, analysis‑ready DataFrame. The pipeline normalizes occupational salary data, enriches it with statistical insights, and makes future ML models a breeze. Dive into the step‑by‑step process and see the code you can reuse today. #MLOps #DataNormalization #OccupationalWage #DataPipeline
🔗 https://aidailypost.com/news/mlops-workflow-normalizes-enriches-occupational-wage-data-from-excel
Tìm kiếm một thay thế cho Airbyte nhưng nhẹ hơn? ApiTap được viết bằng Rust, dùng SQL để xử lý dữ liệu và có thể chạy trên VPS chỉ với 256MB RAM. Một công cụ tích hợp dữ liệu hiệu suất cao và tiết kiệm tài nguyên.
#Rust #SQL #DevTools #DataPipeline #CôngCụLậpTrình #TíchHợpDữLiệu
https://www.reddit.com/r/SaaS/comments/1q7y960/i_wanted_an_airbyte_alternative_that_doesnt_eat/
Các team gặp khó khăn với pipeline dữ liệu không ổn định do thiếu khả năng quan sát, sửa lỗi tạm thời khiến pipeline phức tạp, và tập trung viết lại code thay vì cải thiện giám sát. Bạn không hề đơn độc nếu gặp tình trạng này!
#dataengineering #datapipeline #softwareengineering #kỹsưdữliệu #pipeline
https://www.reddit.com/r/SaaS/comments/1pe3enp/what_i_learned_from_watching_teams_struggle_with/
There are only three types of tables
https://katharinabrunner.de/2025/11/there-are-only-three-types-of-tables/
rsyslog will (most probably) soon speak YAML.
Not a revolution — just joining the languages the rest of the stack already uses.
Simple stuff in YAML, complex logic still in RainerScript.
And yes, you can mix both.
Think: easy setup for containers and cloud, full power for those who like bending log physics.
Cozy for most. Hardcore for the rest.
https://rainer.gerhards.net/2025/11/yaml-for-rsyslog-a-new-option-not-a-revolution.html
🚀 Myth-buster: rsyslog isn’t just a “legacy syslogd”.
It’s a full-blown ETL engine for modern data pipelines — ingesting from files, journals, syslog, Kafka; transforming with RainerScript, mmnormalize, GeoIP, PII redaction; and delivering to Elasticsearch, Kafka, HTTP or files.
Still the best syslogd — but also your event pipeline core.
Learn more: https://www.rsyslog.com/doc/faq/etl_tool.html
💡 Tech Tip: Simplify your data ingestion for OpenSearch with Data Prepper.
Filter, enrich, and transform your logs or metrics before they reach your cluster—no coding hacks needed. Build resilient, scalable pipelines for observability and analytics with ease.
👉 Learn more: https://opensearch.org/docs/latest/data-prepper/
#data #database #taxonomy #dashboard #datapipeline #languageModels
Language is political. Good read if you work with data.
https://open.substack.com/pub/jessicatalisman/p/language-is-political?r=du68h&utm_medium=ios
NASA's #data collection has undergone massive shifts in lifecycle management, #FAIR_data, technological trends, and policy. Evolving from 1980s magnetic tapes to a network of over 30 online repositories, the tech trends are easiest to identify. Adoption of #DataPipeline and #DataStandards an ongoing focus. #DataGovernance and #DataRescue are emerging. NASA #DataStewardship navigates rapid technology and long-term science.
Bugbee, K., & Ramachandran, R. (2025) https://doi.org/10.1029/2025EA004413 #SciLit
Have you ever needed to extract text from images embedded in a #PDF? I can highly recommend the open source #CLI tool #OCRmyPDF which is easy to automate in for example a #DataPipeline.
It uses #Tesseract #OCR under the hood and has many options to experiment with to get the best possible accuracy for your language and PDF content.
You can get started with just a few commands:
https://samuelplumppu.se/blog/automated-text-extraction-from-pdf-images-with-ocrmypdf
One Open-source Project Daily
Change data capture for a variety of databases.
https://github.com/debezium/debezium
#1ospd #opensource #apachekafka #cdc #changedatacapture #datapipeline #database #debezium #eventstreaming #kafka #kafkaconnect #kafkaproducer
Test your skills with our Data Engineering Quiz!
Tag a data nerd friend who’d ace it!
#DataEngineering #ETL #TechQuiz #DataNerd #EngineerLife #LearnWithFun #TechCareers #BigData #DataPipeline
#DataEngineerLife #SQL #ApacheSpark
#CareerInTech #LearnDataEngineering
#EngineeringQuiz #DataNerd #UpSkill
#TechCareers #DataDriven
🚀 Big Data Pipeline Cheatsheet for AWS, Azure & GCP 🌩️
This one visual explains it all: from Ingestion ➡️ Data Lake ➡️ Computation ➡️ Data Warehouse ➡️ Presentation.
Perfect for:
🧠 Data Engineers
☁️ Cloud Architects
🤖 ML Engineers
🔁 Boost this if you're building in the cloud!
#DataEngineering #BigData #CloudComputing #AWS #Azure #GCP #MachineLearning #ETL #DataPipeline #MastodonTech #OpenSource #Fediverse
#Coroot is excited to partner with #Glassflow to share how you can optimize data streaming, storage, and observability using a fully-#FOSS stack (including tools like GlassFlow, #Kafka, #Clickhouse and Coroot!): https://t.ly/oVAOL
#SRE #DevOps #tech #datapipeline #Python #Apache #linux #observability
#TBT... to an entire week ago at #RSAC where Seth Goldhammer had the chance to demo Graylog's data telemetry pipeline management! 🖥️ ⭐
Join Seth as he talks about data lakes, data lake previews, getting your data back when you need it, and more.
Wanna learn more about this topic? Here you go: https://graylog.org/post/security-data-lake-strategy/ #RSA #RSAC2025 #datalake #datamanagement #datapipeline
In 2018, our SQL queries on a 700k-row dataset were crawling and crashing. Switched to Python with Pandas, processed in chunks, and reduced the time from 5 hours to 40 minutes. Python handled it like a charm! #python #datapipeline
One More feather to the my developer hat !
love for creating high-performance Secured applications is always my quest and this is full stack this time .
Julia with Dash: To Supercharge data analysis with Julia’s lightning-fast computations, outpacing Python in speed.
Rust Leptos: To broaden Rust in to full stack, a framework create lightning-fast and smooth web applications.
My love for learning by Doing resulted 2 project 😉, are live 🟢 for you to check out 🔭.
Sharang (live at : https://sharang.s9lab.dev/ ): A Julia Dash-powered productivity app, Extensible by APIs and data (data pipelines) for Kubernetes admins. Simplify admin and security admin, and best part is AI can be integrated. Check it out and let me know what features you want in this App, I will code it 😆.
Note: App is in hobby, Ideation and Showcase phase.
What Next on this App?
- I will extend to various widgets with other tools, and more slim 🔌 on user PC.
- I am ready to take up any suggestion 💡 .
- More AI to make it more productive less Fancy 👒
- optimize for mobile view, Clean the code 😉
Capita7.com (live at: https://capita7.com/): This a beautiful website and outcome of my Rust hobby exploration. Built with Rust, leptos and TailwindCSS.
The Journey has just started many to witness . Please visit https://ls-lrt.com/ for the future updates 🎊
#rust #julia #dashjl #leptos #mistral #ai #generativeai #learning #opensource #coding #container #kubernetes #digitalocean #container #datapipeline #podman #vscode #githubaction #automation
💡 Clean, curated data in an enterprise data warehouse is essential for successful #GenAI projects. Stay ahead by investing in advanced ETL / #datapipeline tools.
@techreview findings in @BigDATAwireNews: https://loom.ly/kOHAYco
How @fluentbit handles data loss and gives you options for data back pressure in #cloudnative #datapipeline solutions. Level up your #observability today! #chronosphereio https://calyptia.com/blog/avoiding-data-loss-and-backpressure-problems-with-fluent-bit
