Data Science

Databricks vs. Snowflake in 2026: The Architecture-Level Guide to Lakehouse Decisions

Data Science /

December 17, 2025 at 03:29 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Choosing between Databricks and Snowflake isn’t just a tooling choice—it’s an architecture decision that will shape your data strategy for years. Both platforms promise the “lakehouse” ideal: the flexibility of data lakes […]

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BigQuery vs Redshift vs Snowflake: The 2026 Technical Buyer’s Guide to Cloud Data Warehouses

Data Science /

December 17, 2025 at 03:20 PM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content Choosing the right cloud data warehouse is one of the most consequential decisions a data team makes. It affects query performance, cost predictability, governance, time-to-insight, and the total complexity of your data

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The Convergence of Data Engineering, Data Science, and Analytics: How to Build a Unified Data Value Chain

Data Analytics, Data Engineering, Data Science /

December 16, 2025 at 02:11 PM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content Data-driven organizations don’t win because they hire data engineers, data scientists, and analysts separately. They win when those disciplines work as one. The convergence of data engineering, data science, and analytics isn’t

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Terraform + DataHub: A Practical Guide to Building a Secure, Auditable Metadata Platform

Data Engineering, Data Science /

December 17, 2025 at 11:58 AM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content If your organization is serious about data governance, you’ve probably looked at DataHub—the open-source metadata platform that centralizes assets, lineage, ownership, and policies across your stack. But to unlock DataHub’s value at

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Airbyte Made Practical: How to Build Reliable Data Integrations and ELT Pipelines

Data Science /

Airbyte Made Practical: How to Build Reliable Data Integrations and ELT Pipelines November 19, 2025 at 01:01 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content If you’re stitching together data from SaaS apps, databases, and files into a warehouse or lakehouse, Airbyte is one of

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Apache Kafka Explained: Your Practical Guide to Real‑Time Data Processing and Streaming

Data Engineering, Data Science /

Apache Kafka Explained: Your Practical Guide to Real‑Time Data Processing and Streaming November 17, 2025 at 03:00 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Real-time data is no longer a nice-to-have—it’s the backbone of modern digital experiences. From fraud detection and live dashboards to

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Azure Synapse and Microsoft Fabric: A Practical Roadmap to Integrate and Modernize Your Data Ecosystem

Data Analytics, Data Engineering, Data Science /

Azure Synapse and Microsoft Fabric: A Practical Roadmap to Integrate and Modernize Your Data Ecosystem November 17, 2025 at 02:44 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content If you’re running analytics in Azure today, you’ve likely felt the shift: Microsoft Fabric is here, and

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Amazon Redshift Done Right: A Practical Blueprint for Designing a Scalable, High-Performance Data Warehouse

Data Analytics, Data Engineering, Data Science /

Amazon Redshift Done Right: A Practical Blueprint for Designing a Scalable, High-Performance Data Warehouse November 14, 2025 at 01:54 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Building a modern analytics foundation is as much about smart design as it is about picking the right

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Databricks and the Lakehouse: The Practical Guide to Unifying Structured and Unstructured Data

Data Analytics, Data Engineering, Data Science /

Databricks and the Lakehouse: The Practical Guide to Unifying Structured and Unstructured Data November 14, 2025 at 01:27 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content If your data lives in many places and many formats—rows in a database, events in Kafka, PDFs in cloud

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Data Analyst vs. Data Scientist: Understanding the Drivers of Business Growth

Data Analytics, Data Science /

Data Analyst vs. Data Scientist: Understanding the Drivers of Business Growth November 6, 2025 at 01:23 PM | Est. read time: 8 min By Bianca Vaillants Sales Development Representative and excited about connecting people In today’s digital landscape, businesses across the globe are leveraging data at an unprecedented scale. From shaping strategic decisions to uncovering

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