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The Latest AI/ML Topics

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Boosting Algorithms Demystified: A Deep Dive into XGBoost With Code and Explanation
XGBoost is a fast, regularized, gradient boosting framework delivering top-tier accuracy, efficiency, and interpretability on structured data tasks
August 8, 2025
by Priyam Ganguly
· 2,107 Views · 1 Like
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Databricks DBRX vs OpenAI GPT-4o vs Claude 3: Which LLM Is Best for Enterprise Use Cases?
Compare DBRX, GPT-4o, and Claude 3 in enterprise AI. Choose between open-source control, multimodal capability, or context-aware ethical alignment.
August 8, 2025
by Sairamakrishna BuchiReddy Karri
· 2,171 Views · 1 Like
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Boost Your Coding Agent and Understand Its Reasoning with 3 Simple Prompts
Use the custom prompts from this article and the linked repository to have the agent (1) plan, (2) implement, and (3) review any code for better results.
August 7, 2025
by Mező István
· 1,563 Views · 3 Likes
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Impact of Artificial Intelligence on Network Routers and Switches
AI is transforming network routers and switches by driving intelligent automation, boosting performance and security, while streamlining operational complexity.
August 7, 2025
by Nikhil Kapoor
· 2,100 Views · 4 Likes
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Availability to Accountability: Running AI Workloads Responsibly in the Cloud
In this article, learn the core challenges of running AI in the cloud — availability, reliability, observability, and responsibility — and how to overcome them.
August 7, 2025
by Sam Prakash Bheri
· 2,108 Views
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What the AI Coding Experience Senior Software Engineers Want
Explore existing problems with AI-assisted coding. AI tools need to give developers more structure, more control, and more ways to test and trust what gets built.
August 7, 2025
by Bobur Umurzokov
· 2,212 Views · 8 Likes
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Understanding Agentic AI: From Simple Chatbots to Autonomous Decision-Making Systems
The term "agentic AI" has become increasingly popular in tech circles, but what does it actually mean? Learn what makes agentic AI different from RAG.
August 7, 2025
by Swati Tyagi
· 2,171 Views · 2 Likes
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jBPM as AI Orchestration Platform
Zero "agentic AI". Zero "cloud native". Zero other hype. Just an approach to achieving an efficient AI-centric automation using 100% free open-source components.
August 6, 2025
by Sergey Lukyanchikov
· 1,974 Views · 3 Likes
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Model Context Protocol (MCP): A Comprehensive Guide to Architecture, Uses, and Implementation
This article explores MCP’s architecture, technical features, real-world use cases, and how it improves on traditional AI function-calling methods.
August 6, 2025
by Nilesh Bhandarwar
· 8,040 Views · 4 Likes
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Build Your Own Customized ChatGPT Using OpenAI
Learn to build a no-code AI bot to generate test cases from user stories using ChatGPT. Customize tone, behavior, and export structured test scripts easily.
August 6, 2025
by Gaurav Sharma
· 2,594 Views · 3 Likes
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Enriching AI With Real-Time Insights via MCP
Introductory article about MCP, a universal adapter that allows AI assistants to access and interact with external systems while maintaining a consistent interface.
August 6, 2025
by Horatiu Dan DZone Core CORE
· 1,451 Views · 6 Likes
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AI/ML for Engineering Managers: Enhancing Productivity and Quality in Fintech
Learn practical strategies, real-world results, and key considerations for successful AI integration and improve on boosting your engineering metrics.
August 5, 2025
by Purushottam Raj
· 1,687 Views · 3 Likes
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Why I Abandoned My 30-Year Open-Source Project
In this article, I share how to use Program Enhanced Text (PET), and why I abandoned Jamal, which is an enterprise-grade open-source PET tool.
August 5, 2025
by Peter Verhas DZone Core CORE
· 2,199 Views · 3 Likes
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Create Your Own Custom LLM: Essential Steps and Techniques
A step-by-step journey to create your custom LLM. Learn the science behind AI/ML language models — learning, refining, and alignment.
August 5, 2025
by Lavanya Gupta
· 3,233 Views · 4 Likes
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LangGraph Orchestrator Agents: Streamlining AI Workflow Automation
Learn in this article how LangGraph’s Orchestrator-Worker agents enable dynamic task delegation using LLMs for smarter, scalable, and adaptive AI workflows.
August 5, 2025
by Himanshu P
· 3,175 Views · 3 Likes
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Building a Simple AIOps Monitoring Dashboard With Prometheus and Grafana
Learn to build a simple AIOps dashboard using Prometheus, Grafana, and ML-based anomaly detection to monitor metrics, set alerts, and prevent failures.
August 5, 2025
by Balajee Asish Brahmandam
· 4,323 Views · 1 Like
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Is Your Team AI-Ready? 5 Strategies to Upskill Your Engineers
To get your team AI-ready, focus on culture: solve real problems, share knowledge, experiment safely, mentor peers, and measure outcomes.
August 4, 2025
by Rupesh Dabbir
· 3,282 Views · 5 Likes
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Fine-Tuning LLMs Locally Using MLX LM: A Comprehensive Guide
MLX enables local LLM fine-tuning on Mac with LoRA. Train 7B models using 16GB RAM, eliminating cloud costs while maintaining quality.
August 4, 2025
by Aditya Karnam Gururaj Rao
· 10,201 Views
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AI for AI: How Intelligent Systems Are Shaping Their Own Evolution
AI for AI uses artificial intelligence to build and optimize other AI systems, boosting efficiency while raising ethical and data-related concerns.
August 4, 2025
by Praveen Kumar Myakala
· 8,248 Views · 61 Likes
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How to Build an MCP Server With Java SDK
Develop an MCP Server from scratch using only the Java SDK, test it with the MCP Inspector and use it in conjunction with Claude Desktop.
August 4, 2025
by Horatiu Dan DZone Core CORE
· 4,682 Views · 12 Likes
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