2024, Data Governance and ETL - Data Science Current

2024

Data Governance

ETL

What’s New with Azure Databricks: Unified Governance, Open Formats, and AI-Native Workloads

databricks

JULY 15, 2025

This feature allows tables governed in Unity Catalog to be accessed by Microsoft Fabric, enabling interoperability via Unity Catalog Open APIs. Cross-cloud data governance with Unity Catalog supports accessing S3 data from Azure Databricks. Mirrored Azure Databricks Catalog is now Generally Available.

Azure

Azure Power BI AI AI

The Practitioner’s Ultimate Guide to Scalable Logging

databricks

JULY 25, 2025

We do not recommend DBFS as it does not provide the same level of data governance. For example, when you write logs to a table, you should consider which users have access to the table and utilize least privilege access design. We recommend separating logs for each environment (e.g.,

Clustering

Clustering Azure AWS Python

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Webinars

Precision in Motion: Why Process Optimization Is the Future of Manufacturing

Airflow Best Practices for ETL/ELT Pipelines

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Trending Sources

AWS at Databricks Data + AI Summit 2025

databricks

JUNE 4, 2025

These sessions will provide insights into the latest advancements in generative AI, data governance, AI workloads, and more. Throughout the week, AWS leaders and joint customers will lead breakout sessions, lightning talks, and panels showcasing real use cases across industries.

AWS

AWS AI AI Data Science

Webinars

Precision in Motion: Why Process Optimization Is the Future of Manufacturing

Airflow Best Practices for ETL/ELT Pipelines

MORE WEBINARS

Building the Intelligent Telecom: Driving Growth and Efficiency with Data and AI – A Joint Perspective from Accenture & Databricks

databricks

JULY 21, 2025

As networks evolve and customer demands increase, harnessing the power of data and AI is no longer optional—it's essential for reducing costs, improving customer experiences and driving growth. 160 Spear Street, 15th Floor San Francisco, CA 94105 1-866-330-0121 See Careers at Databricks © Databricks 2025.

AI AI Data Science Business Intelligence

How Amazon Bedrock powers next-generation account planning at AWS

AWS Machine Learning Blog

AUGUST 7, 2025

By 2024, three critical challenges had emerged: Disparate plan quality and format – With teams operating across numerous AWS Regions and serving customers in diverse industries, account plans naturally developed variations in structure, detail, and format.

AWS

AWS ETL Machine Learning Machine Learning

Ask HN: Who wants to be hired? (July 2025)

Hacker News

JULY 1, 2025

I'm JD, a Software Engineer with experience touching many parts of the stack (frontend, backend, databases, data & ETL pipelines, you name it). We were focused on building data pipelines and models to protect our users from malicious phonecalls. Email: hoglan (dot) jd (at) gmail Hello! Email: andrew@deandrade.com.br

Python

Python AWS SQL ML

Ask HN: Who is hiring? (July 2025)

Hacker News

JULY 1, 2025

reply versa_ycombi 7 hours ago | prev | next [–] VersaFeed.com | SENIOR SOFTWARE ENGINEER (Python/Django) | REMOTE (USA/EU) | Full-time About us : Fancy ETL pipeline which processes products from huge ecommerce companies. Data extraction and massage, delivery to destinations like Google/Meta/TikTok/etc.

Python

Python AWS ML ML

Mastering healthcare data governance with data lineage

IBM Journey to AI blog

MAY 9, 2024

The healthcare industry faces arguably the highest stakes when it comes to data governance. For starters, healthcare organizations constantly encounter vast (and ever-increasing) amounts of highly regulated personal data. healthcare, managing the accuracy, quality and integrity of data is the focus of data governance.

Data Governance

Data Governance Data Silos Data Quality Predictive Analytics

Data Fabric and Address Verification Interface

IBM Data Science in Practice

NOVEMBER 28, 2022

IBM’s Next Generation DataStage is an ETL tool to build data pipelines and automate the effort in data cleansing, integration and preparation. As a part of data pipeline, Address Verification Interface (AVI) can remediate bad address data.

Data Pipeline

Data Pipeline Data Quality Data Preparation Data Governance

Discover the Most Important Fundamentals of Data Engineering

Pickl AI

NOVEMBER 4, 2024

Key Takeaways Data Engineering is vital for transforming raw data into actionable insights. Key components include data modelling, warehousing, pipelines, and integration. Effective data governance enhances quality and security throughout the data lifecycle. What is Data Engineering?

Data Engineering

Data Engineering Data Engineering Data Engineering Data Engineer

7 Best Machine Learning Workflow and Pipeline Orchestration Tools 2024

DagsHub

APRIL 7, 2024

Flexibility: Its use cases are wider than just machine learning; for example, we can use it to set up ETL pipelines. Integration: The Metaflow stack also seamlessly integrates with your organization’s infrastructure, security, and data governance policies. Since then, it has been adopted by hundreds of companies.

Machine Learning

Machine Learning Machine Learning ML ML

How to Shift from Data Science to Data Engineering

ODSC - Open Data Science

JANUARY 18, 2024

They’ll also work with software engineers to ensure that the data infrastructure is scalable and reliable. These professionals will work with their colleagues to ensure that data is accessible, with proper access. The reason this is an important skill is that ETL is a critical process for data warehousing and business intelligence.

Data Engineering

Data Engineering Data Engineering Data Engineering Data Engineer

What is the Snowflake Data Cloud and How Much Does it Cost?

phData

NOVEMBER 9, 2023

This blog was originally written by Keith Smith and updated for 2024 by Justin Delisi. Snowflake’s Data Cloud has emerged as a leader in cloud data warehousing. As they grow in both their complexity and data production/consumption, a data governance strategy needs to be designed as part of your information architecture.

Data Warehouse

Data Warehouse Data Lakes Clustering Cloud Data

Databricks at SIGMOD 2025

databricks

JUNE 16, 2025

Enterprises want to apply fine-grained access control policies to manage increasingly complex data governance requirements. UC’s core APIs and both server and client implementations have been available as open source since June 2024. These rich policies should be uniformly applied across all their workloads.

Data Science

Data Science Business Intelligence Artificial Intelligence Artificial Intelligence

What’s New with Azure Databricks: Unified Governance, Open Formats, and AI-Native Workloads

The Practitioner’s Ultimate Guide to Scalable Logging

Webinars

Trending Sources

AWS at Databricks Data + AI Summit 2025

Webinars

Building the Intelligent Telecom: Driving Growth and Efficiency with Data and AI – A Joint Perspective from Accenture & Databricks

How Amazon Bedrock powers next-generation account planning at AWS

Ask HN: Who wants to be hired? (July 2025)

Ask HN: Who is hiring? (July 2025)

Mastering healthcare data governance with data lineage

Data Fabric and Address Verification Interface

Discover the Most Important Fundamentals of Data Engineering

7 Best Machine Learning Workflow and Pipeline Orchestration Tools 2024

How to Shift from Data Science to Data Engineering

What is the Snowflake Data Cloud and How Much Does it Cost?

Databricks at SIGMOD 2025

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