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The Latest Data Topics

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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
· 3,901 Views · 6 Likes
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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
· 2,133 Views
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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
· 2,453 Views · 1 Like
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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.
· 1,854 Views · 1 Like
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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
· 2,047 Views · 3 Likes
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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
· 2,241 Views · 2 Likes
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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
· 4,406 Views · 2 Likes
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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 DZone Core CORE
· 1,634 Views · 7 Likes
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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 DZone Core CORE
· 2,052 Views · 3 Likes
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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
· 3,228 Views
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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
· 1,516 Views · 2 Likes
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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
· 4,396 Views · 2 Likes
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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
· 4,572 Views · 1 Like
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Best Practices for Syncing Hive Data to Apache Doris :  From Scenario Matching to Performance Tuning
Learn how to efficiently sync and analyze big data by combining Hive’s storage with Doris’s real-time analytics using various sync strategies and optimizations.
July 17, 2025
by Darren Xu
· 4,144 Views
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Migrating Traditional Workloads From Classic Compute to Serverless Compute on Databricks
This tutorial explains the migration of Databricks workloads from Classic Compute to Serverless Compute for efficiency and cost effectiveness.
July 17, 2025
by Prasath Chetty Pandurangan
· 4,395 Views
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Streamline Your ELT Workflow in Snowflake With Dynamic Tables and Medallion Design
Dynamic Tables in Snowflake bring declarative, incremental ELT. Define SQL + freshness target, and Snowflake handles the orchestration, no dbt or Airflow needed.
July 16, 2025
by Harshavardhan Yedla
· 4,334 Views · 1 Like
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Data Ingestion: The Front Door to Modern Data Infrastructure
AWS offers a rich set of ingestion services. This guide provides industry use cases and a cheat sheet to help you choose the right one for your organization.
July 16, 2025
by Junaith Haja
· 2,723 Views · 3 Likes
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Dashboards Are Dead Weight Without Context: Why BI Needs More Than Visuals
BI engineers must build context-rich, code-driven dashboards that enable decisions. Actionable pipelines and semantic clarity are now the standard.
July 15, 2025
by Venkata Murali Krishna Nerusu
· 4,440 Views · 1 Like
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Analysis of the Data Processing Framework of Pandas and Snowpark Pandas API
This is a process analysis of migrating existing Pandas workflows to an almost lift-and-shift approach using the Snowpark Pandas API to meet ever-growing data needs.
July 15, 2025
by Prasath Chetty Pandurangan
· 2,852 Views · 1 Like
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API Standards Are Data Standards
API standards are often created separately from an org's data standards. However, they are much more similar than many realize and, therefore, should be created together.
July 15, 2025
by Scott Sosna DZone Core CORE
· 4,245 Views · 2 Likes
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