Data Resources

For data analysts, downtime is a direct threat to decision-making. When access to data is disrupted, insights stall, bad decisions multiply, and businesses pay the price.

July 30, 2025

by Olivia Cox

· 1,672 Views · 2 Likes

Apache Spark Framework for Clustering Algorithms in Distributed Mode

Apache Spark's framework to train clustering algorithms is not supported by SparkML in distributed mode using customer partitioners and the mapPartition technique.

July 29, 2025

by Arun Kumar Natva

· 1,786 Views · 1 Like

Getting Started With DuckDB in Python: A Fast and Lightweight Analytics Database

DuckDB is an embedded SQL OLAP engine that runs analytical queries on local files and DataFrames in Python, with minimal setup and no external server.

July 28, 2025

by Praveen Kumar Myakala

· 8,910 Views · 56 Likes

Unity Catalog + AI: How Databricks Is Making Data Governance AI-Native in 2025

Data governance from a restrictive practice to an enabling force, facilitating intelligent, secure, and agile data management within enterprises.

July 25, 2025

by Sairamakrishna BuchiReddy Karri

· 3,548 Views · 1 Like

Configuring Embedded Global Cache for App Connect Enterprise Running in Containers

Step-by-step instructions and important considerations to help you get the new Embedded Global Cache feature in ACE up and running in your containerized platform.

July 25, 2025

by Amar Shah

· 2,991 Views

CI/CD at Scale: Smarter Pipelines for Monorepo Mayhem

Smarter CI/CD for monorepos: use affected-only builds, caching, AI, and modular pipelines to scale efficiently without sacrificing velocity.

July 25, 2025

by Mohit Menghnani

CORE

· 3,280 Views · 3 Likes

Modern Data Projects Need Agile Thinking — Not Just Tech

Agile isn’t just for software. This article demonstrates how Agile methods enable data teams to adapt quickly, deliver tangible value, and avoid common project pitfalls.

July 25, 2025

by Pabitra Saikia

CORE

· 1,735 Views · 2 Likes

Data Partitioning and Bucketing: How Modern Data Systems Organize and Optimize Your Data

This article explains how partitioning and bucketing work in the big data world and talks about best practices that you can follow.

July 24, 2025

by Rajanikantarao Vellaturi

· 4,076 Views · 6 Likes

Absolute Zero: How AI Is Learning Without Data

The Absolute Zero Reasoner diverges from traditional AI learning approaches by enabling AI to learn from scratch, without the need for pre-existing human-provided data.

July 24, 2025

by Tony Siciliani

· 2,199 Views

Concurrency in Rust: Writing Safe and Efficient Code

Rust's unique ownership model and expressive type system provide safe, efficient concurrency without data races or memory safety concerns.

July 24, 2025

by Sairamakrishna BuchiReddy Karri

· 2,665 Views · 1 Like

The Hidden Bias in AI: How Data Shapes the Ethics of Machine Learning

AI bias stems from flawed data. It can be reduced through diverse datasets, fairness checks, transparency, and ethical guidelines to ensure AI aligns with human values.

July 24, 2025

by Arjun S.

· 1,961 Views · 1 Like

Why Data Privacy Without Context Will No Longer Work in 2026

Traditional anonymization is no longer enough. Learn why enterprises now need context-aware, entity-level privacy to stay compliant and operational.

July 24, 2025

by Mouli Srini

· 2,114 Views · 3 Likes

Building a Modern Data Platform That Delivers Real Business Value

Data modernization transforms how organizations manage and use data by aligning cloud-native tech, governance, and culture to drive value and agility.

July 23, 2025

by Amlan Patnaik

· 2,313 Views · 2 Likes

Building Resilient Event-Driven Applications Using Temporal

Temporal simplifies building resilient, event-driven applications by handling retries, failures, and state management without external tools.

July 23, 2025

by Lakshmi Narayana Rasalay

· 4,675 Views · 2 Likes

Software Engineering Trade-Offs: Why We Cannot Build the Perfect

Our job is to focus on min-maxing software engineering trade-offs to achieve the best result. I am sharing thoughts and practices on how to do it.

July 23, 2025

by Bartłomiej Żyliński

CORE

· 1,676 Views · 7 Likes

Debugging Distributed Flight Search: What Logs Alone Won’t Tell You

Logs aren’t enough. Learn how tracing, metrics, and correlation IDs help debug fare mismatches in distributed flight search systems.

July 22, 2025

by Ravi Teja Thutari

CORE

· 2,158 Views · 3 Likes

Reasoning Models Explained: What They Are, How They Work, and When to Use Them Over Traditional LLMs

Knowing when to choose a reasoning model over a more traditional LLM is essential for maximizing cost and efficiency, and delivering the required level of accuracy.

July 21, 2025

by Adam Lieberman

· 3,364 Views

Implementing Data Analytics in Healthcare: A Hands-On Approach

Success in healthcare data analytics requires cleaning and integrating data, ensuring privacy, and starting small before scaling up.

July 21, 2025

by Mykhailo Kopyl

· 1,587 Views · 2 Likes

Building AI Agents Capable of Exploring Contextual Data for Taking Action

AI agents are evolving fast, blending reasoning, context, and web skills to automate complex tasks and redefine the future of intelligent automation.

July 18, 2025

by Yash Mehta

· 4,592 Views · 2 Likes

Practical Steps to Secure the Software Supply Chain End to End

Learn practical steps to secure your software supply chain, including governance, development, deployment, identity management, and incident response.

July 18, 2025

by Karteek Kotamsetty

· 4,633 Views · 1 Like

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