Introduction to neural networks

Computational systems inspired by the structure of the human brain are known as neural networks. These systems aim to mimic the incredible capabilities of the human brain, such as pattern recognition, learning, and decision-making. By simulating the intricate connections between neurons, neural networks can process vast amounts of data and solve complex problems. This groundbreaking technology has revolutionized various fields, including AI, robotics, and data analysis. With their ability to adapt and learn from experience, neural networks have become essential tools in the advancement of modern technology—for example, using a simple neural network to categorize customer reviews as positive or negative based on sentiment analysis. This example should help you grasp the basics of neural networks and their application in text analysis.

Artificial Neural Networks (ANNs) are like a team of interconnected brain cells, with each cell having its own...