Data Resources

Automating Sentiment Analysis Using Snowflake Cortex

Learn how to use Snowflake Cortex to classify customer sentiment and categorize feedback by theme—then automate it weekly using nothing but SQL. No ML training required.

June 12, 2025

by Rajanikantarao Vellaturi

· 2,277 Views · 2 Likes

From ETL to ELT to Real-Time: Modern Data Engineering with Databricks Lakehouse

The data engineering landscape has evolved from traditional ETL and ELT processes towards real-time processing, driven by the demand.

June 11, 2025

by Srinivasarao Rayankula

· 2,955 Views · 5 Likes

Converting List to String in Terraform

Use join(), format(), and jsonencode() in Terraform to name resources, format scripts/logs, and ensure clarity in dynamic configurations.

June 11, 2025

by Mariusz Michalowski

· 3,268 Views · 1 Like

Traditional hashes miss unknown malware. Similarity digests like TLSH, ssdeep, and sdhash improve detection by comparing file similarities. This article benchmarks them.

June 11, 2025

by Udbhav Prasad

· 2,378 Views

Understanding the Mandelbrot Set: A Beautiful Benchmark for Computing Power

Explore how the Mandelbrot set, a complex fractal generated by simple math, serves as a benchmark for testing computing power memory and parallel processing.

June 10, 2025

by Vivek Vellaiyappan Surulimuthu

· 1,815 Views · 2 Likes

Turbocharge Load Testing: Yandex.Tank + ghz Combo for Lightning-Fast Code Checks

When you need a quick assessment of your service’s ability to handle a load of 100+ requests per second, there’s no need to involve multiple teams in complex processes.

June 10, 2025

by Ilia Ivankin

· 1,458 Views · 2 Likes

Taming Billions of Rows: How Metadata and SQL Can Replace Your ETL Pipeline

Managing time-series data is challenging. This article presents a metadata-driven aggregation approach that cuts storage by 10x and speeds up queries without ETL.

June 10, 2025

by Rishu Chadha

· 2,064 Views · 6 Likes

Operationalizing Data Quality in Cloud ETL Workflows: Automated Validation and Anomaly Detection

Data quality isn’t an afterthought anymore; it is real-time, embedded, and self-healing. Cloud ETL needs smart checks, not checklists. Trust your data before it lies.

June 10, 2025

by BEVERLY DSOUZA

· 2,206 Views · 2 Likes

Toward Indigenous AI: A Critical Analysis of BharatGen’s Role in Data Sovereignty and Language Equity

This article critically examines BharatGen’s role in advancing Indigenous AI, focusing on data sovereignty and language equity in India.

June 9, 2025

by Praveen Kumar Myakala

· 10,223 Views · 72 Likes

Integrating Apache Spark With Drools: A Loan Approval Demo

Combine Apache Spark’s data processing with Drools’ rule engine to automate loan approvals based on credit scores, using a scalable, rule-based approach with Scala.

June 9, 2025

by Ram Ghadiyaram

CORE

· 2,325 Views · 1 Like

Finding Needles in Digital Haystacks: The Distributed Tracing Revolution

Use distributed tracing—the key third pillar of observability—to track requests across microservices and turn debugging from guesswork into precise insights.

June 6, 2025

by Rishab Jolly

· 2,182 Views · 3 Likes

Data Storage and Indexing in PostgreSQL: Practical Guide With Examples and Performance Insights

Explore how PostgreSQL handles large data using TOAST and improves query speed with indexes like B-tree, GIN, and BRIN, cutting query times by over 90%.

June 6, 2025

by arvind toorpu

CORE

· 3,918 Views · 7 Likes

When Caching Goes Wrong: How One Misconfigured Cache Took Down an Entire System

Discover how a small cache misconfiguration triggered a system-wide outage. This case study breaks down the failure, fix, and caching best practices.

June 6, 2025

by Ravi Teja Thutari

CORE

· 3,140 Views · 7 Likes

Guide to Optimizing Your Snowflake Data Warehouse for Performance, Cost Efficiency, and Scalability

Optimize your Snowflake data warehouse for speed, cost, and scale with practical tips on query tuning, resource management, and efficient data practices.

June 5, 2025

by Harshavardhan Yedla

· 2,326 Views

From Monolith to Containers: Real-World Migration Blueprint

This guide shows how to move from a monolith to containers: containerize the app, split services gradually, adopt Kubernetes, automate with CI/CD, and modernize.

June 5, 2025

by Ravi Teja Thutari

CORE

· 4,269 Views · 7 Likes

Privacy-Preserving AI: How Multimodal Models Are Changing Data Security

Multimodal AI models are finally enabling powerful analytics while preserving privacy, proving you can have cutting-edge AI without sacrificing data security.

June 4, 2025

by Vinoth Manamala Sudhakar

· 2,239 Views · 1 Like

Guide to Repairing Damaged Apache Doris Tablets

Learn how to identify and repair damaged tablets in Apache Doris using built-in tools. Covers replica validation, recovery steps, and handling missing rowsets.

June 3, 2025

by Darren Xu

· 1,764 Views · 1 Like

What is Microsoft Fabric for Azure Cloud (Beyond the Buzz) and How It Competes with Snowflake and Databricks

Microsoft Fabric is a lakehouse built on OneLake Storage in Azure Cloud and competes with Databricks and Snowflake for data analytics and AI.

June 3, 2025

by Kai Wähner

CORE

· 2,199 Views · 2 Likes

It Costs That Much Because Observability Takes Hours

People complain that vendors are charging money for services, which seems like a weird thing to do, since nobody wants to build it themselves, either.

June 3, 2025

by Leon Adato

· 1,571 Views · 1 Like

Enterprise Data Loss Prevention (DLP) Security Policies and Tuning

Effective DLP policies balance security and usability, tailored to business needs with vendor support for agility and risk reduction.

June 2, 2025

by Priyanka Neelakrishnan

· 3,068 Views · 1 Like

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