Machine Learning

Machine Learning | News, how-tos, features, reviews, and videos

AWS aims to take the pain out of RAG with Bedrock Managed Knowledge Base

The new service automates embeddings, indexing, and connectors to help developers focus on building AI apps instead of maintaining data pipelines.

By Anirban Ghoshal

Jun 19, 20264 mins

Amazon Web ServicesArtificial IntelligenceMachine Learning

Articles

Agents, protocols, and vibes: The best AI stories of 2025

Start winding down the year with our picks from the most-read generative AI features and tutorials of 2025.

By Josh Fruhlinger

Dec 19, 2025 4 mins

Development ToolsDevopsTechnology Industry

How to ensure your enterprise data is ‘AI ready’

For organizations introducing AI agents into employee workflows and customer experiences, data risk cannot be an afterthought. Here are seven practices to ensure your enterprise data is ready for AI.

By Isaac Sacolick

Dec 2, 2025 12 mins

Business IntelligenceGenerative AIMachine Learning

It’s the end of vibe coding, already

As genAI takes hold in the enterprise, improvisation is giving way to engineering. Can organizations build the guardrails needed to turn clever prompts into dependable systems?

By Josh Fruhlinger

Nov 21, 2025 3 mins

Artificial IntelligenceMachine LearningTechnology Industry

Improving annotation quality with machine learning

Treating annotation as a data understanding problem, rather than a labeling workflow challenge, can systematically drive down error rates and reduce the time and cost of producing high-quality data sets.

By Nick Lotz

Nov 20, 2025 9 mins

Data EngineeringGenerative AIMachine Learning

Noname Security Builds Scalable and Cost-Effective API Security Solution

Noname API security optimized for greater performance and lower business costs with 3rd Gen Intel® Xeon® Scalable processors.

By David Thomason, Director of Alliances

Feb 21, 2023 2 mins

Artificial IntelligenceMachine Learning

How to automate the testing of AI agents

Is it reasonable to develop and deploy AI agents without a continuous testing strategy? Consider these test-driven approaches to ensure the release readiness of AI agents.

By Isaac Sacolick

Nov 18, 2025 10 mins

App TestingDevopsGenerative AI

10 JavaScript-based tools and frameworks for AI and machine learning

Unlock the power of AI and machine learning without ever leaving the JavaScript sandbox. Big names include TensorFlow.js, LangChain, and Angular, but we’ve found a few smaller gems, too.

By Peter Wayner

Nov 17, 2025 6 mins

Development ToolsJavaScriptTypeScript

Running managed Ray on Azure Kubernetes Service

Microsoft is working with Anyscale to help you build, train, and run your own ML models with PyTorch on AKS.

By Simon Bisson

Nov 13, 2025 7 mins

KubernetesMicrosoft AzurePyTorch

What is generative AI? How artificial intelligence creates content

Generative AI models can carry on conversations, answer questions, write stories, produce source code, and create images and videos of almost any description. Here's how generative AI works, how it's being used, and why it’s more limited than you might think.

By Josh Fruhlinger

Nov 7, 2025 13 mins

Data ScienceGenerative AITechnology Industry

AI and machine learning outside of Python

Python might be the default for most AI and machine learning development, but what about other popular languages? Here’s what you need to know about using Java, Rust, Go, or C#/.Net for AI/ML.

By Serdar Yegulalp

Nov 5, 2025 7 mins

C#GolangJava

TypeScript rises to the top on GitHub

The strongly-typed language recently overtook both JavaScript and Python as the most used language on GitHub, with the rise is attributed to demand for AI-assisted development.

By Paul Krill

Oct 28, 2025 3 mins

JavaScriptPythonTypeScript

Meta releases PyTorch inference framework for edge devices

ExecuTorch 1.0 allows developers to deploy PyTorch models directly to edge devices, including iOS and Android devices, PCs, and embedded systems, with CPU, GPU, and NPU hardware acceleration.

By Paul Krill

Oct 27, 2025 2 mins

Generative AILibraries and FrameworksMobile Development

Do programming certifications still matter?

The explosion of AI tools means fewer programming jobs and more competition. Here’s why experts say some programming certifications are still worth your time.

By Bob Violino

Oct 27, 2025 10 mins

CertificationsDevopsGenerative AI

View all

AWS aims to take the pain out of RAG with Bedrock Managed Knowledge Base

How to choose the best LLM using R and vitals

Why ‘curate first, annotate smarter’ is reshaping computer vision development

How to adapt your skills for AI-driven development

How neoclouds meet the demands of AI workloads

First look: Run LLMs locally with LM Studio

Python everywhere! But are we there yet?

16 open source projects transforming AI and machine learning

Reader picks: The most popular Python stories of 2025

Articles

Agents, protocols, and vibes: The best AI stories of 2025

How to ensure your enterprise data is ‘AI ready’

It’s the end of vibe coding, already

Improving annotation quality with machine learning

Noname Security Builds Scalable and Cost-Effective API Security Solution

How to automate the testing of AI agents

10 JavaScript-based tools and frameworks for AI and machine learning

Running managed Ray on Azure Kubernetes Service

What is generative AI? How artificial intelligence creates content

AI and machine learning outside of Python

TypeScript rises to the top on GitHub

Meta releases PyTorch inference framework for edge devices

Do programming certifications still matter?

Resources

How Motability Operations went from deploying >1x/week to 2000x/week with Atlassian DevOps tools

Atlassian named a Leader in the 2026 Gartner® Magic Quadrant™ for DevSecOps Platforms for the 4th Year

Service Management for Developers: How innovators improve developer productivity