What's the full form of AI, and how does it work?
AI stands for Artificial Intelligence.
How AI Works
AI works by using algorithms and mathematical models to process data, identify patterns, and make decisions or predictions. There are several different approaches to how AI systems learn and operate, with one of the most common being machine learning.
In machine learning, an AI model is trained on a large dataset. For example, to train an AI to recognize a cat, you would feed it thousands of images labeled as "cat" and "not cat." The model learns the features that distinguish a cat from other objects. Once trained, the model can then be shown a new, unlabeled image and predict whether it contains a cat based on the patterns it has learned. 🤖
This process can be broken down into three main phases:
Data Collection and Preparation: Gathering and cleaning a large, relevant dataset is the first step. The quality of the data directly impacts the performance of the AI.
Model Training: The prepared data is used to train a model. This involves feeding the data into an algorithm, which adjusts its internal parameters to minimize errors in its predictions.
Inference or Prediction: Once the model is trained, it can be used to make predictions or decisions on new, unseen data.
For a deeper dive into the topic, you can learn more by searching on Google.
https://www.google.co.uk/