# CHK - Models All The Way Down - Taining Set --- Animated
LAION-5B is an open-source foundation dataset. It contains 5.8 billion image and text pairs—a size too large to make sense of. We follow the construction of the dataset to better understand its contents, implications and entanglements.
AI Learning Resources & Guides from Anthropic \ Anthropic
Access comprehensive guides, tutorials, and best practices for working with Claude. Learn how to craft effective prompts and maximize AI interactions in your workflow.
CHK - Free AI Courses and Resources - AVID Open Access
Review a list of free online courses and resources designed to help you learn more about artificial intelligence before introducing AI to your students.
CHK - 13 foundational AI courses, resources from MIT | Open Learning
As artificial intelligence (AI) reshapes industries, powers innovation, and redefines how we live and work, understanding its core principles is increasingly important. We curated a list of 13 foundational AI courses and resources from MIT Open Learning — most of them free — to help you grasp the basics of AI, machine learning, machine vision, and algorithms.
One-hot encoding is a process used to convert categorical data into a numerical format that machine learning algorithms can understand. It works by creating a new binary column for each unique category in the original data. Each new column contains a value for that category and for all others. [1...
Backpropagation, short for "backward propagation of errors," is a fundamental algorithm used to train artificial neural networks, particularly in the context of deep learning. It's a key component in enabling neural networks to learn from data and improve their predictive accuracy over time. [1] ...