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Containerizing AI: Hands-On Guide to Deploying ML Models With Docker and Kubernetes
Containerize your ML model with Docker and deploy it on AWS EKS using Kubernetes in this hands-on guide. Learn to build, serve, and scale your models with ease.
June 27, 2025
by Bhanu Sekhar Guttikonda
· 4,402 Views · 6 Likes
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Advanced NLP-Powered Financial Ledger Reconciliation Using LangChain
This article explains how LangChain and NLP (Natural Language Processing) can help automate financial ledger reconciliation.
June 27, 2025
by Sunil Pradhan Sharma
· 2,347 Views · 5 Likes
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AI-Driven Autonomous ERP Systems: Engineering Management Perspective
AI-driven autonomous ERP systems represent the future of enterprise software. This paper elaborates on various nuances associated with it.
June 27, 2025
by Harsh Verma
· 2,031 Views · 1 Like
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The Missing Layer in AI Pipelines: Why Data Engineers Must Think Like Product Managers
Most AI project failures result from data issues, not model flaws. To succeed, data engineers must adopt a product manager mindset.
June 27, 2025
by Rajanikantarao Vellaturi
· 2,104 Views · 2 Likes
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My Dive into Local LLMs, Part 1: From Alexa Curiosity to Homegrown AI
I set up Ollama on Ubuntu to run LLMs locally. CPU performance was a drag, but when GPU acceleration kicked in, it was a total "whoa" moment.
June 27, 2025
by Praveen Chinnusamy
· 56,424 Views · 3 Likes
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What Is Voice AI and How Does It Work?
A practical guide to understanding Voice AI, its benefits, and why it matters in 2025 and beyond. See how modern businesses are using Voice AI.
June 26, 2025
by Parthiba kumar DZone Core CORE
· 1,713 Views
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AI-Powered Knowledge: LlamaIndex and Apache Tika for Enterprises
LlamaIndex leverages Apache Tika to extract data from legacy Word .doc files, helping businesses unlock decades-old content for modern AI tasks like search and analysis.
June 26, 2025
by Ram Ghadiyaram DZone Core CORE
· 2,341 Views · 4 Likes
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Serverless Machine Learning: Running AI Models Without Managing Infrastructure
The article empowers developers to deploy and serve ML models without needing to manage servers, clusters, or VMs, reducing time-to-market and cognitive overhead.
June 26, 2025
by Bhanu Sekhar Guttikonda
· 4,429 Views · 5 Likes
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How to Banish Anxiety, Lower MTTR, and Stay on Budget During Incident Response
Cutting log ingestion seems thrifty — until an outage happens and suddenly you really need those signals! See how zero-cost ingestion can get rid of MTTR anxiety.
June 26, 2025
by John Vester DZone Core CORE
· 2,313 Views · 1 Like
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How to Monitor and Optimize Node.js Performance
Optimize Node.js apps with tools and techniques for better performance, learn monitoring, reduce memory leaks, and improve scalability and responsiveness easily.
June 26, 2025
by Anubhav D
· 2,018 Views · 2 Likes
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The Unreasonable Effectiveness of the Actor Model for Creating Agentic LLM Applications
Large language models are, in effect, actors. We exploit this fact to develop a system to easily create composable agentic applications.
June 25, 2025
by Alan Littleford
· 2,507 Views · 2 Likes
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Machine Learning for CI/CD: Predicting Deployment Durations and Improving DevOps Agility
Learn how to build an ML regression model that predicts CI/CD deployment duration using pipeline metadata, code metrics, and infrastructure features.
June 25, 2025
by Elakkiya Daivam
· 2,042 Views · 2 Likes
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Essential JVM Tools for Garbage Collection Debugging
This article explores several tools for analyzing Java GC performance, including built-in utilities like jstat, jcmd, and jvisualvm.
June 25, 2025
by Jill Thornhill
· 4,021 Views · 6 Likes
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DevOps at the Edge: Deploying Machine Learning Models on IoT Devices
Deploying ML models on IoT devices using DevOps practices enables scalable, low-latency intelligence at the edge without managing cloud infrastructure.
June 25, 2025
by Bhanu Sekhar Guttikonda
· 4,838 Views · 4 Likes
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Synergy of Event-Driven Architectures With the Model Context Protocol
Event-driven systems, combined with the Model Context Protocol (MCP), result in more intelligent, scalable, and reliable AI-driven workflows.
June 25, 2025
by Bhala Ranganathan DZone Core CORE
· 3,395 Views · 3 Likes
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Building an AI-Powered Text Analysis App With React: A Step-by-Step Guide
Build an AI-powered text analysis app using React, Vite, and OpenAI GPT-3.5, featuring sentiment analysis, topic extraction, summarization, and language detection.
June 25, 2025
by Raju Dandigam
· 3,884 Views · 1 Like
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Advanced Java Garbage Collection Concepts: Weak References, Finalization, and Memory Leaks
Weak references are not always the answer to memory leaks, unless combined with good programming practices. What happens when there's an issue with the finalize() method?
June 24, 2025
by Jill Thornhill
· 2,925 Views · 1 Like
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AI/ML Big Data-Driven Policy: Insights Into Governance and Social Welfare
Enabling more informed, transparent, and responsive policies that directly address societal needs and enhance resilience in the face of issues.
June 24, 2025
by Ram Ghadiyaram DZone Core CORE
· 2,309 Views · 4 Likes
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Distributed Rate Limiting in Java: A Deep Dive into Bucket4j + PostgreSQL
Bucket4j for Java enables distributed rate limiting with PostgreSQL, ensuring consistency via database locks. There is, as it works.
June 24, 2025
by Arkadii Osheev
· 4,133 Views · 6 Likes
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Unveiling Supply Chain Transformation: IIoT and Digital Twins
Dive into industrial automation using industrial internet of things (IIoTs) and digital twins (DTs) towards the advancement of the supply chain using key technologies.
June 24, 2025
by Manvinder Kumra
· 1,876 Views
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