Machine Learning

What is Ollama?

Diagram showing Ollama as a local service running AI models on a developer's machine, with API connections from tools and applications

What is Ollama and how does it run large language models locally on consumer hardware?

A List of Open Source LLMs: Coding and Writing Models for Local AI

A list of open source LLMs for coding and writing, organized by recency and popularity.

A list of open-source language models for coding and writing. Compare code LLMs, writing models, and coding AI tools that work with Ollama, LM Studio, and Jan.

Fundamentals of Machine Learning

Abstract, dark-toned illustration of data flowing through model stages (data, features, training, evaluation, deployment), symbolizing the ML workflow.

Learn the core concepts, workflow, and practical applications of machine learning from the ground up. Understand how ML transforms data into intelligent predictions.