- Apache Spark Framework for Clustering Algorithms in Distributed Mode
Apache Spark is a distributed computing engine that has libraries for building data pipelines using programming APIs, SQL API, and APIs for carrying out tasks that are part of the machine learning life cycle, such as feature engineering, model traini…
- 7 days ago 29 Jul 25, 12:00pm - - Unity Catalog + AI: How Databricks Is Making Data Governance AI-Native in 2025
The cross-section of artificial intelligence and data governance has come to a defining moment in 2025, but Databricks is taking the lead here. As AI technologies and enterprise data ecosystems evolve rapidly, and the ecosystems themselves become mor…
- 11 days ago 25 Jul 25, 6:00pm - - Data Partitioning and Bucketing: How Modern Data Systems Organize and Optimize Your Data
As data volumes continue to grow, efficient data organization becomes crucial for performance, scalability, and cost management. Two of the most effective strategies for structuring big data are partitioning and bucketing. Although often mentioned to…
- 12 days ago 24 Jul 25, 8:00pm - - Building a Modern Data Platform That Delivers Real Business Value
Data modernization is a strategic endeavor that transforms the way organizations harness data for value creation. It involves adopting innovative approaches in terms of accessibility, governance, operations, and technology, typically centered around…
- 13 days ago 23 Jul 25, 8:00pm - - Designing Retry-Resilient Fare Pipelines With Idempotent Event Handling
In modern flight booking systems, streaming fare updates and reservations through distributed microservices is common. These pipelines must be retry-resilient, ensuring that transient failures or replays don’t cause duplicate bookings or stale pric…
- 13 days ago 23 Jul 25, 1:00pm - - Implementing Data Analytics in Healthcare: A Hands-On Approach
When I first started working with healthcare businesses, one thing struck me right away: there is tons of data, but most of it is a mess. It’s usually stored in separate systems, in different formats, and is hard to aggregate and analyze. Getting…
- 15 days ago 21 Jul 25, 4:00pm - - Best Practices for Syncing Hive Data to Apache Doris : From Scenario Matching to Performance Tuning
In the realm of big data, Hive has long been a cornerstone for massive data warehousing and offline processing, while Apache Doris shines in real-time analytics and ad-hoc query scenarios with its robust OLAP capabilities. When enterprises aim to com…
- 19 days ago 17 Jul 25, 4:00pm - - Migrating Traditional Workloads From Classic Compute to Serverless Compute on Databricks
This article walks us through the process of how to migrate traditional workloads using Classic Compute to Serverless Compute for efficient cluster management, cost effectiveness, better scalability and optimized performance.OverviewAs data enginee…
- 19 days ago 17 Jul 25, 3:00pm - - Fraud Detection in Mobility Services With Apache Kafka and Flink
Mobility services like Uber, Grab, FREE NOW (Lyft), and DoorDash are built on real-time data. Every trip, delivery, and payment relies on accurate, instant decision-making. But as these services scale, they become prime targets for sophisticated frau…
- 19 days ago 17 Jul 25, 12:00pm - - Streamline Your ELT Workflow in Snowflake With Dynamic Tables and Medallion Design
Snowflake offers Dynamic Tables, a declarative way to build automated, incremental, and dependency-aware data transformations. They modernize your data pipelines by delivering real-time insights at scale, with minimal operational overhead.What Are D…
- 20 days ago 16 Jul 25, 6:00pm - - Data Ingestion: The Front Door to Modern Data Infrastructure
Businesses thrive on data—but only if that data is ingested effectively. Whether it’s retail transactions, IoT sensor readings, financial records, or user interactions, the ability to collect and move data into operational and analytical systems…
- 20 days ago 16 Jul 25, 2:00pm - - Dashboards Are Dead Weight Without Context: Why BI Needs More Than Visuals
Every BI engineer has been there. You spend weeks crafting the perfect dashboard, KPIs are front and center, filters are flexible, and visuals are clean enough to present to the board. But months later, you discover that no one is actually using it.…
- 21 days ago 15 Jul 25, 6:00pm - - Designing Configuration-Driven Apache Spark SQL ETL Jobs with Delta Lake CDC
Modern data pipelines demand flexibility, maintainability, and efficient incremental processing. Hardcoding transformations into Spark applications leads to technical debt and brittle pipelines. A configuration-driven approach separates business logi…
- 22 days ago 14 Jul 25, 8:00pm - - Contract-Driven ML: The Missing Link to Trustworthy Machine Learning
In the age of machine learning and AI-driven decision-making, model accuracy is often touted as the holy grail. Teams boast of hitting 95%+ F1 scores or outshining baselines by double digits. However, high accuracy in development environments means v…
- 26 days ago 10 Jul 25, 7:00pm - - Build Real-Time Analytics Applications With AWS Kinesis and Amazon Redshift- 26 days ago 10 Jul 25, 2:00pm -
- Top 5 Trends in Big Data Quality and Governance in 2025
Big data isn’t just about collecting more information. It’s about making sure the data you rely on is trustworthy. As we head into 2025, the pressure on developers and data teams to deliver clean, reliable, and compliant data is stronger than eve…
- 26 days ago 10 Jul 25, 11:00am - - Breaking Free from ZooKeeper: Why Kafka’s KRaft Mode Matters
Any modern distributed system which requires high throughput, scaling, high availability etc., utilizes Kafka as one of its component. Thus, making Kafka a popular platform which need no introduction for itself.However even though being an integral…
- 27 days ago 9 Jul 25, 8:00pm - - The AWS Playbook for Building Future-Ready Data Systems
Data infrastructure isn’t just about storage or speed—it’s about trust, scalability, and delivering actionable insights at the speed of business.Whether you're modernizing legacy systems or starting from scratch, this series will provide the cl…
- 27 days ago 9 Jul 25, 3:00pm - - How Developers Are Driving Supply Chain Innovation With Modern Tech
Modern supply chains are under increasing pressure. The old models cannot keep up, from disrupted logistics during global crises to rising consumer expectations for speed and transparency. As a developer who has worked with logistics systems and ente…
- 29 days ago 7 Jul 25, 8:00pm - - Understanding k-NN Search in Elasticsearch
Businesses are increasingly relying on intelligent search capabilities to enhance customer experience, automate insights, and unlock the potential of unstructured information. Elasticsearch, a leading distributed search and analytics engine, is at th…
- 29 days ago 7 Jul 25, 6:00pm -