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From Development to Deployment: Automating Machine Learning
A step-by-step journey of a machine learning model from development to deployment using containers and Infrastructure-as-Code tool Terraform.
July 29, 2025
by Yashraj Behera
· 2,385 Views · 4 Likes
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Apache Spark Framework for Clustering Algorithms in Distributed Mode
Apache Spark's framework to train clustering algorithms is not supported by SparkML in distributed mode using customer partitioners and the mapPartition technique.
July 29, 2025
by Arun Kumar Natva
· 1,577 Views · 1 Like
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Debugging Bias: How to Audit Machine Learning Models for Fairness at Scale
Fairness in ML requires more than high accuracy; it demands careful auditing of data, models, and outcomes to detect and mitigate bias across demographic groups.
July 28, 2025
by Sana Zia Hassan
· 9,049 Views · 4 Likes
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Building Intelligent Applications Using Generative AI and Azure Database for PostgreSQL
Embed GenAI into PostgreSQL using Azure extensions for semantic search, predictions, and smart applications — directly within your data layer.
July 28, 2025
by Aravind Nuthalapati DZone Core CORE
· 11,099 Views · 2 Likes
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Docker Model Runner Makes Running Models Simpler
Running models locally has just gotten simpler with Docker Model Runner. In this tutorial, we will talk about what the runner is about and how we can use it.
July 28, 2025
by Siri Varma Vegiraju DZone Core CORE
· 2,847 Views · 1 Like
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5 Ways Microsoft’s MCP Protocol Will Transform Software Testing Forever
Microsoft's MCP Protocol uses AI to automate and transform software testing, generating tests, fixing errors, and monitoring in real time. Adapt or fall behind.
July 28, 2025
by Nidhi Sharma
· 2,171 Views · 6 Likes
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How to Ethically Integrate AI Into Your Software
AI is growing at a staggering rate. With this evolution, ethical concerns have come up around how this can impact software development. Here's how to handle it.
July 28, 2025
by Syed Balkhi
· 1,163 Views
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Unity Catalog + AI: How Databricks Is Making Data Governance AI-Native in 2025
Data governance from a restrictive practice to an enabling force, facilitating intelligent, secure, and agile data management within enterprises.
July 25, 2025
by Sairamakrishna BuchiReddy Karri
· 3,149 Views · 1 Like
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The Open Source Climate Stack: Essential GitHub Repos Powering the Decarbonization Movement
Discover essential GitHub repos powering decarbonization, from data analysis to modeling, and contribute to a sustainable future.
July 25, 2025
by Devin Partida
· 2,323 Views · 1 Like
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AI for Agile Coaches: The Upgrade You Didn't Know You Needed
Discover how AI lightens the load for Agile coaches, automating sprint prep and preserving psychological safety, with human leadership still at the core.
July 25, 2025
by Ella Mitkin
· 2,167 Views · 3 Likes
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Smart-Doc: Generating gRPC API Documentation in Java Projects
In Java microservices, gRPC simplifies communication, but API documentation is challenging. Smart-doc efficiently handles gRPC API documentation.
July 25, 2025
by sun yu
· 3,093 Views
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How LangChain Is Powering Next-Gen AI Apps: A Developer’s Guide in 2025
LangChain is a pivotal framework empowering developers to efficiently integrate advanced language models into AI applications.
July 24, 2025
by Sairamakrishna BuchiReddy Karri
· 3,076 Views · 1 Like
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Absolute Zero: How AI Is Learning Without Data
The Absolute Zero Reasoner diverges from traditional AI learning approaches by enabling AI to learn from scratch, without the need for pre-existing human-provided data.
July 24, 2025
by Tony Siciliani
· 2,076 Views
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[Part-4] Text to Action: Wake Word Detection Speech to Calendar Event
Build a hands-free voice assistant with wake word detection that converts "Hey Calendar" commands into Google Calendar events using Web Speech API and AI.
July 24, 2025
by Vivek Vellaiyappan Surulimuthu
· 1,827 Views · 2 Likes
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The Hidden Bias in AI: How Data Shapes the Ethics of Machine Learning
AI bias stems from flawed data. It can be reduced through diverse datasets, fairness checks, transparency, and ethical guidelines to ensure AI aligns with human values.
July 24, 2025
by Arjun S.
· 1,761 Views · 1 Like
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Building a Modern Data Platform That Delivers Real Business Value
Data modernization transforms how organizations manage and use data by aligning cloud-native tech, governance, and culture to drive value and agility.
July 23, 2025
by Amlan Patnaik
· 2,161 Views · 2 Likes
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Configuring Model Context Protocol (MCP) With Amazon Q CLI
In this post I share how MCP Servers can help provide better context with Amazon Q CLI, a next generation AI Coding Assistant
July 23, 2025
by Ricardo Sueiras
· 5,160 Views · 1 Like
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Undocumented Java 16 Feature: The End-of-File Comment
A Unicode escape (\u001a) in Java 16 acts like an end-of-file comment, silently cutting off compilation—an undocumented quirk with real implications.
July 23, 2025
by Pravin Jain
· 4,542 Views · 8 Likes
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[Part-3] Text to Action: Adding Voice Control to Your Smart Calendar
In Part 3 of “Text to Action,” we add voice commands to our calendar assistant, converting speech to events using the Web Speech API and NLP pipeline.
July 23, 2025
by Vivek Vellaiyappan Surulimuthu
· 1,879 Views · 1 Like
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Agile-Based Fine-Tuning of AI Agents for Domain-Specific User Feedback Loops
Think of agile fine-tuning as giving your AI a feedback loop and a sprint plan. It helps models stay accurate, adapt to real-world shifts, and serve users better, faster.
July 22, 2025
by Raja Manambedu Vijayakumar
· 2,393 Views · 1 Like
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