Data Analytics

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

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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Logs and Alerts for Distributed Pipelines: A Practical Blueprint with Sentry and Grafana

December 17, 2025 at 12:03 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Distributed data pipelines power modern businesses—but they’re also where silent failures and noisy alerts love to hide. When data moves across Airflow DAGs, Kafka topics, Flink or Spark jobs, and serverless workers,

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Lakehouses in Action: How Databricks and Snowflake Unite Analytics and AI on One Platform

December 16, 2025 at 01:37 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Data teams have spent years juggling data lakes for flexibility and data warehouses for fast analytics. Meanwhile, AI has stepped into the spotlight—demanding scalable storage, high‑quality features, real-time pipelines, and strong governance.

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Snowflake vs. Amazon Redshift: The Complete Guide to Security and Compliance

December 17, 2025 at 11:43 AM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content If your organization runs on data, security and compliance aren’t optional—they’re foundational. Whether you’re evaluating a migration or maturing an existing stack, you’ll likely consider Snowflake and Amazon Redshift. Both are proven,

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Data Pipeline Auditing and Lineage: How to Trace Every Record, Prove Compliance, and Fix Issues Fast

December 15, 2025 at 03:25 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content If you’ve ever been asked “Where did this number come from?” and felt your stomach drop, this guide is for you. Auditing and tracking data flows across pipelines isn’t just a compliance

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Automated Data Testing with Apache Airflow and Great Expectations: A Practical End-to-End Playbook

December 16, 2025 at 12:09 PM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content Bad data is expensive. It breaks dashboards, corrupts models, and erodes trust. The fix isn’t more manual checks—it’s automated data testing embedded directly into your pipelines. In this guide, you’ll learn how

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Data Governance with DataHub and dbt: A Practical End-to-End Blueprint

December 15, 2025 at 03:30 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content If your teams are building more dashboards than they can explain, changing data models without warning, or struggling to trust metrics, you don’t have a tooling problem—you have a governance problem. The

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10 steps to perform a complete predictive analysis

Predictive analytics has ceased to be a differentiator and has become a central component in the strategy of companies that want to anticipate scenarios, reduce uncertainties, and accelerate results. It combines statistics, machine learning, and business knowledge to generate accurate forecasts, but it only works fully when it follows a solid and well-structured process. Below

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Grafana + BigQuery, Unified: Technical Dashboards and Analytical Observability That Actually Move the Needle

Grafana + BigQuery, Unified: Technical Dashboards and Analytical Observability That Actually Move the Needle December 02, 2025 at 02:46 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Engineering, data, and product teams still live in silos in many organizations: SREs watch infrastructure in Grafana, analysts

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BigQuery vs Snowflake: When to Use Each for Enterprise Analytics

BigQuery vs Snowflake: When to Use Each for Enterprise Analytics December 01, 2025 at 04:37 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content Choosing between BigQuery and Snowflake isn’t about which platform is universally “better.” It’s about which one aligns with your data strategy, cloud

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