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How to Design a Modern, Robust Data Ingestion Architecture

Monte Carlo

A data ingestion architecture is the technical blueprint that ensures that every pulse of your organization’s data ecosystem brings critical information to where it’s needed most. Data Storage : Store validated data in a structured format, facilitating easy access for analysis.

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DataOps Architecture: 5 Key Components and How to Get Started

Databand.ai

DataOps Architecture: 5 Key Components and How to Get Started Ryan Yackel August 30, 2023 What Is DataOps Architecture? DataOps is a collaborative approach to data management that combines the agility of DevOps with the power of data analytics. As a result, they can be slow, inefficient, and prone to errors.

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Data Lake Explained: A Comprehensive Guide to Its Architecture and Use Cases

AltexSoft

In 2010, a transformative concept took root in the realm of data storage and analytics — a data lake. The term was coined by James Dixon , Back-End Java, Data, and Business Intelligence Engineer, and it started a new era in how organizations could store, manage, and analyze their data. What is a data lake?

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How Much Data Do We Need? Balancing Machine Learning with Security Considerations

Towards Data Science

I am the first senior machine learning engineer at DataGrail, a company that provides a suite of B2B services helping companies secure and manage their customer data. Data that isn’t interpretable generates little value if any, because you can’t effectively learn from data you don’t understand.

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A Closer Look at The Next Phase of Cloudera’s Hybrid Data Lakehouse

Cloudera

Things like in-place schema evolution and ACID transactions on the data lakehouse are critical pieces for organizations as they push to achieve regulatory compliance and adhere to policies like the General Data Protection Regulation (GDPR).

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How to Become an Azure Data Engineer? 2023 Roadmap

Knowledge Hut

In the post, we will investigate how to become an Azure data engineer, the skills required, the roles and responsibilities of an Azure data engineer, and much more. Who is an Azure Data Engineer? Certifications Consider pursuing certifications that validate your Azure data engineering skills.

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Data News — Week 23.24

Christophe Blefari

Change Data Capture (CDC) with PostgreSQL and ClickHouse — This is a nice vendor post about CDC with Kafka as movement layer (using Debezium). The post explains well the architecture you need to make it work. Privitar will bring "data security" stuff. It covers simple SELECT and advanced concepts.