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Agile Career Development Methodologies Team Management
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Software Design and Architecture
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Modernize your data layer. Learn how to design cloud-native database architectures to meet the evolving demands of AI and GenAI workkloads.

Secure your stack and shape the future! Help dev teams across the globe navigate their software supply chain security challenges.

Releasing software shouldn't be stressful or risky. Learn how to leverage progressive delivery techniques to ensure safer deployments.

Avoid machine learning mistakes and boost model performance! Discover key ML patterns, anti-patterns, data strategies, and more.

The Latest Data Topics

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From Zero to Meme Hero: How I Built an AI-Powered Meme Generator in React
Learn how to build an AI meme generator using OpenAI, React, Fabric.js, and DALL-E 3 and create captions, design meme canvases, and optimize costs and performance.
April 3, 2025
by Mohit Menghnani
· 5,240 Views · 3 Likes
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Maintaining ML Model Accuracy With Automated Drift Detection
This tutorial demonstrates how to implement automated drift detection, triggers alerts, and automatically retrains models to maintain accuracy in production environments.
April 2, 2025
by Jesse Williams
· 2,105 Views · 2 Likes
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Lessons from Migrating an Oracle Database to AWS RDS
Migrating an on-prem Oracle database to AWS RDS brings cost savings and automation but comes with performance tuning limits, upgrade challenges, and DBA restrictions.
April 2, 2025
by arvind toorpu DZone Core CORE
· 3,677 Views · 2 Likes
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Bridging OT and IT: IIoT Middleware for Edge and Cloud With Kafka and Flink
Explore how IIoT middleware and data streaming tools like Kafka and Flink bridge OT and IT, enabling real-time integration and smarter industrial operations.
April 2, 2025
by Kai Wähner DZone Core CORE
· 3,632 Views · 3 Likes
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Building Scalable Data Lake Using AWS
Build a secure, scalable AWS data lake with S3, Glue, and Lake Formation, and learn key components, best practices, and analytics for optimized insights.
April 1, 2025
by Digvijay Waghela
· 3,503 Views · 3 Likes
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Doris vs Elasticsearch: A Comparison and Practical Cost Case Study
Apache Doris excels in analytics, SQL support, and cost efficiency, while Elasticsearch leads in text search but has higher storage costs and complexity.
March 31, 2025
by Darren Xu
· 2,556 Views · 1 Like
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Product Design vs Platform Design for Software Development
Compare platform and product design approaches for business needs. Understand their differences and compare them to find the best fit for your use case.
March 31, 2025
by Ravi Kiran Mallidi DZone Core CORE
· 3,122 Views · 4 Likes
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Self-Healing Data Pipelines: The Next Big Thing in Data Engineering?
Build self-healing data pipelines on GCP using AI-powered tools like GPT-4 and Python to detect and fix errors automatically.
March 27, 2025
by Naresh Erukulla
· 6,958 Views
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Automatic Versioning in Mobile Apps
TL;DR: This article presents an automatic versioning and migration framework for mobile app databases using schema hashes and seamless upgrades.
March 27, 2025
by Liewen Huang, Ph.D.
· 2,203 Views · 2 Likes
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Optimized Metrics Generation With Metadata-Driven Dynamic SQL
Learn about a metadata-driven approach to generate metrics with dynamic SQL, enhancing scalability, flexibility, and efficiency in auditing and reporting.
March 27, 2025
by Tapan Parekh
· 2,215 Views · 1 Like
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Ensuring Data Quality With Great Expectations and Databricks
Ensure data quality in pipelines with Great Expectations. Learn to integrate with Databricks, validate data, and automate checks for reliable datasets.
March 26, 2025
by Sairamakrishna BuchiReddy Karri
· 2,838 Views · 1 Like
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Avoid Cross-Shard Data Movement in Distributed Databases
Learn four effective strategies to optimize distributed joins, reduce network overhead, and improve query performance in sharded databases.
March 26, 2025
by Baskar Sikkayan
· 4,370 Views · 4 Likes
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Jakarta NoSQL 1.0: A Way To Bring Java and NoSQL Together
Jakarta NoSQL 1.0 standardizes NoSQL integration in Java with familiar annotations, a fluent API, and support for multiple NoSQL types—boosting productivity, portability.
March 26, 2025
by Otavio Santana DZone Core CORE
· 7,887 Views · 4 Likes
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A Beginner's Guide to Spark UI: Concepts and How to Use It
Understanding the fundamentals of Spark UI is essential for optimization and debugging. Although the UI is old, the information it contains is gold.
March 26, 2025
by Saransh Arora
· 2,237 Views · 3 Likes
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Recursive Feature Elimination in Practice
Learn about Recursive Feature Elimination (RFE) to reduce feature count, boost accuracy, prevent overfitting, and build efficient machine learning models.
March 25, 2025
by Srinivas Gurrala
· 1,604 Views
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Lakehouse: Starting With Apache Doris + S3 Tables
This is the first article in the “Lakehouse: What’s the Big Deal?” series, where I will periodically discuss Lakehouse. Your comments and discussions are welcome.
March 25, 2025
by Mingyu Chen
· 2,378 Views · 2 Likes
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Text Clustering With Deepseek Reasoning
We will develop and understand a novel approach to text clustering and explain our inference results using the DeepSeek reasoning model.
March 24, 2025
by Kalpan Dharamshi
· 2,052 Views · 2 Likes
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Data Lake vs. Data Warehouse vs. Data Lakehouse
The pros and cons of the legacy data warehouse, the more recent data lake, and contemporary data lakehouse architectures.
Updated March 21, 2025
by Noa Shavit
· 6,815 Views · 5 Likes
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How Doris SQL Cache Saved My Daily Morning Meetings
Doris SQL Cache can intelligently remember query results and make repetitive queries as smooth as silk, thus significantly improving query performance.
March 21, 2025
by Zen Hua
· 3,509 Views · 3 Likes
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Patch Management in the Age of IoT: Challenges and Solutions
IoT patch management tackles risks via automation, lightweight patches, and centralized tools, ensuring security despite device variety and resource limits.
March 20, 2025
by andrew vereen
· 3,389 Views · 1 Like
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