AI/ML Resources

Amazon Q Developer: The Future of AI-Enhanced Coding Productivity

In this article, learn how Amazon Q Developer, an AI-powered coding assistant, boosts productivity with smart code suggestions, tests, docs, and refactoring tools.

July 31, 2025

by Dinesh B

· 2,294 Views · 2 Likes

From Raw Data to Model Serving: A Blueprint for the AI/ML Lifecycle With Kubeflow

Learn the entire ML lifecycle—from data preparation to live inference—leveraging the Kubeflow platform to create a cohesive, production-grade MLOps workflow.

July 31, 2025

by Helber Belmiro

CORE

· 2,548 Views · 1 Like

Vibe Coding: Conversational Software Development — Part 3: Prompt Discipline

In part 3 of this series, learn how prompts shape AI-driven development in vibe coding, and how to craft effective system prompts for better coding outcomes.

July 31, 2025

by Gaurav Gaur

CORE

· 2,241 Views · 7 Likes

Demystifying Convolutional Neural Networks (CNNs) in the Deep Learning

Convolution uses small filters to scan data, multiplying and summing overlapping entries to efficiently detect patterns and build hierarchical features.

July 29, 2025

by Mahesh Ganesamoorthi

· 1,950 Views · 1 Like

2025 Gartner Magic Quadrant for iPaaS: A Shift Towards Intelligent Automation

The 2025 Gartner iPaaS report highlights a shift toward AI-driven, low-code platforms, with Workato rising to Leader and MuleSoft slipping to Challenger.

July 29, 2025

by Susmit Dey

CORE

· 6,640 Views · 1 Like

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

· 2,628 Views · 4 Likes

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

· 1,889 Views · 1 Like

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

· 9,528 Views · 4 Likes

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

CORE

· 11,337 Views · 2 Likes

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

CORE

· 3,209 Views · 1 Like

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

· 2,496 Views · 6 Likes

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

· 1,344 Views

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

· 3,774 Views · 1 Like

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

· 2,427 Views · 3 Likes

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

· 3,440 Views

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

· 3,408 Views · 1 Like

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

· 2,312 Views

[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

· 1,972 Views · 2 Likes

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.

· 2,015 Views · 1 Like

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

· 2,393 Views · 2 Likes

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