AI Training: Data Poisoning And Algorithmic Integrity
Training an AI is akin to teaching a child. You need to provide it with vast amounts of information, guide its learning process, and correct its mistakes along the way. This "information" comes in the form of AI training sets – the backbone of any successful machine learning model. Without well-curated and comprehensive datasets, your AI will struggle to learn, making errors and ultimately failing to deliver the desired results. Let's dive into the world of AI training sets and explore how to create, manage, and leverage them effectively.
What are AI Training Sets?
Definition and Purpose
AI training sets, also known as datasets, are collections of data used to train machine learning (ML) models. These datasets provide the AI with examples to learn from, allowing it to identify patterns, ma...
