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The Latest Data Engineering Topics

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AI in 2024: Year in Review and Predictions for 2025
The past year has been transformative for artificial intelligence. Let's review the major developments of 2024 and explore what the future might hold in 2025.
December 30, 2024
by Roger Oriol
· 2,678 Views
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5 AI Trends That Will Define Software Development in 2025
In this article, we’ll explore the top AI trends that will shape software development in 2025: Agentic AI, Multimodal AI, Democratization of AI, and more.
December 27, 2024
by Sameer Danave
· 6,466 Views
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Creating Your First GenAI RAG App: Sony TV Manual Example
For novices, this tutorial demonstrates how to chunk PDF manuals, embed them with OpenAI, retrieve relevant text via FAISS, and produce GPT-based answers using RAG.
December 27, 2024
by Shreyam Dutta Gupta
· 3,655 Views · 3 Likes
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Advancing Enterprise AI Solutions With Agentic RAG
Agentic RAG revolutionizes enterprise AI solutions by combining RAG with autonomous AI agents, enabling smarter, more proactive, and task-oriented AI applications.
December 27, 2024
by Suri (thammuio) DZone Core CORE
· 26,159 Views · 3 Likes
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Building Intelligent Multi-Agent Conversational Systems Using the AutoGen Framework
Learn how to build scalable multi-agent conversational AI systems easily using the AutoGen framework with modular and extensible features.
December 26, 2024
by Aravind Nuthalapati DZone Core CORE
· 23,486 Views · 3 Likes
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Seamless RDS to DynamoDB Migration: Unlocking Scalability With the Dual Write Strategy
This article provides a detailed overview of the Incremental Migration with the Dual Write strategy, including the necessary steps, considerations, and best practices.
December 26, 2024
by Deepti Marrivada
· 7,373 Views · 2 Likes
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AWS Performance Tuning: Why EC2 Autoscaling Isn’t a Silver Bullet
Deep dive into why Autoscaling isn’t a silver bullet and how engineers can augment it for better performance and cost efficiency.
December 25, 2024
by John Akkarakaran Jose
· 16,024 Views · 6 Likes
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Bitmaps in Dragonfly: Compact Data With Powerful Analytics
Explore key commands, master bit-level operations, and dive into real-world use cases like user retention and feature flags.
December 25, 2024
by Joe Zhou
· 4,681 Views · 1 Like
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Addressing the Problem of Drift Detection and Drift Cause Analysis
This article discusses a scenario where runtime environments deviate from their IaC-defined states, and drifts can have long-term implications.
December 25, 2024
by Omry Hay
· 6,241 Views · 3 Likes
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How OpenAI’s Downtime Incident Teaches Us to Build More Resilient Systems
OpenAI's downtime incident reveals critical lessons in building resilient systems, improving testing, and preventing future failures in distributed environments.
December 25, 2024
by Vasanthi Govindaraj
· 9,813 Views · 2 Likes
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The Future of Data Lies in Transformer Models vs. Big Data Transformations
Last year witnessed the explosive rise of large models, generating global enthusiasm and making AI seem like a solution to all problems.
December 25, 2024
by William Guo
· 5,429 Views · 1 Like
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Creating Scalable, Compliant Cloud Data Pipelines in SaaS through AI Integration
Cloud-based AI data pipelines provide SaaS companies with scalable, cost-effective solutions for real-time insights and efficient data management.
December 24, 2024
by Venkata Gummadi
· 23,993 Views · 3 Likes
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10+ Essential Visualization Libraries for Svelte Apps in 2024
An overview of top data visualization frameworks and libraries to help Svelte developers integrate charts, node-based diagrams, and project planning tools.
December 24, 2024
by Hanna Kowalska
· 6,072 Views
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Exploring Binary Quantization in Vector Databases
Binary quantization in vector databases enhances efficiency, improves performance, and optimizes data storage for advanced information retrieval and analysis.
December 24, 2024
by Martin Summer
· 3,490 Views
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Implementing Ethical AI: Practical Techniques for Aligning AI Agents With Human Values
Ethical AI empowers alignment with human values through Reinforcement Learning from Human Feedback, external data, and transparency practices.
December 24, 2024
by Aravind Nuthalapati DZone Core CORE
· 37,960 Views · 4 Likes
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From Prompt to Running Microservice: ServiceBricks Step-By-Step
Using ServiceBricks and this step-by-step guide, create modular microservices from scratch with artificial intelligence, source code generation, and a prompt.
December 24, 2024
by Danny Logsdon
· 6,076 Views · 4 Likes
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Managing Software Engineering Teams of Artificial Intelligence Developers
Learn the importance of focusing on continuous learning by observing the latest AI development best practices and integrating them with the engineering team.
December 24, 2024
by Sandeep Kaipu
· 3,831 Views · 1 Like
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Monitor Spring Boot Web Application Performance Using Micrometer and InfluxDB
By leveraging Spring Boot Actuator, Micrometer with InfluxDB, and Grafana, you can gain crucial insights into your application’s performance.
December 24, 2024
by Suyash Joshi
· 6,271 Views · 3 Likes
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Natural Language Processing (NLP) for Voice-Controlled Frontend Applications: Architectures, Advancements, and Future Direction
Learn NLP methodologies for voice-controlled front-end applications and the latest developments in speech recognition, natural language understanding, and more.
December 23, 2024
by Maulik Suchak
· 3,950 Views · 2 Likes
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Point-In-Time Recovery (PITR) in PostgreSQL
PITR in PostgreSQL enables restoring databases to a specific moment, leveraging improved WAL compression, failover slot synchronization, and faster recovery speeds.
December 23, 2024
by Dr. Ibrar Ahmed
· 7,803 Views · 7 Likes
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