Pairing Claude Code with Local Models

Local models in 2026 are good enough. For the tasks Claude Code handles daily: code completion, refactoring, debugging, codebase explanation; a well-chosen quantized model running locally covers the...

3 NumPy Tricks for Numerical Performance - KDnuggets

In this article, we will cover three essential NumPy tricks to optimize your code: vectorization and broadcasting, in-place operations, and leveraging memory views instead of copies.

Governance workflows for AI agents

Feature Stores from Scratch: A Minimal Working Implementation

Build the five components every feature store needs, then see where AI changes the design.

7 Best Ways to Get Funding for Your Startup Idea - KDnuggets

Need money for your startup? These 7 funding options can help you get started, grow faster, and avoid common fundraising mistakes.

Why Most Modeling Problems Start Before the Model

Three EDA mistakes I see students make before building a single model, from 1,000 mentoring sessions.

Local Agentic Programming on the Cheap: Claude Code Ollama Gemma4

This article builds the full stack: Ollama serving Gemma 4 locally, the Modelfile that prevents context window failures in agentic sessions, the settings.json that wires Claude Code to the local...

Understanding Softmax in Statistics: Turning Raw Scores into Probabilities

Learn how the softmax function converts raw logits into probabilities, with a step-by-step math breakdown.

5 Useful Python Scripts to Automate Boring PDF Tasks

PDFs are used everywhere, and these five Python scripts help you automate the most common PDF tasks.

Best Free Image Generators on Hugging Face Right Now!

This article cuts through the 90,000 options to the seven models worth your time in 2026. The selection criteria: output quality that competes with paid tools, genuinely free access (browser or...

Strategies for Dealing with Mixed Data Types

Learn key strategies for handling datasets with mixed data types, from feature encoding to algorithmic adaptation.

10 GitHub Repositories for Web Development in Python - KDnuggets

Explore the best Python web development repositories for building APIs, full-stack web apps, dashboards, machine learning demos, internal tools, and interactive Python-based user interfaces.

Why Do LLMs Corrupt Your Documents When You Delegate? - KDnuggets

Analyzing several reasons why structural content decay may happen when asking LLMs to perform complex document editing for us.

Anthropic's Complete Guide to Claude Skills Building

This guide covers the complete picture: what skills are technically, how to plan and design them, the exact file structure and naming rules, how to write instructions that Claude follows reliably, a...

5 Must-Know Python Concepts for AI Engineers - KDnuggets

In this article, we will explore five critical Python concepts that every AI engineer must know to build scalable, secure, and robust systems.

Agentic Programming: A Roadmap - MachineLearningMastery.com

In this article, you will learn what agentic programming is, how production-grade AI agents are built from the ground up, and what it takes to go from zero experience to shipping a real agent in...

A Deep Dive into Calibration of Language Models: Platt Scaling, Isotonic Regression, Temperature...

Three post-hoc methods for closing the gap between confidence and accuracy.

How to Build a Multi-Agent Research Assistant in Python - MachineLearningMastery.com

Learn how to build a multi-agent system using OpenAI Agents SDK, GPT-5.4 mini, Olostep Web API, web scraping, specialist agents, tracing, and a Reflex web app.

3 SpaCy Tricks for Efficient Text Processing & Entity Recognition - KDnuggets

In this article, we will explore three essential spaCy tricks that every developer should have in their toolkit to maximize processing speed and customize entity recognition.

Building Context-Aware Search in Python with LLM Embeddings Metadata - MachineLearningMastery.com

In this article, you will learn how to build a context-aware semantic search engine in Python that combines embedding-based similarity with structured metadata filtering.