what's a neural network?

what's a neural network?

A neural network is a machine learning model that is designed to simulate the way the human brain works. It is a set of algorithms that can learn from data and make predictions based on that data.

Neural networks are used in a variety of applications, including image and speech recognition, natural language processing, and predictive analytics.

In the context of this project, we will be using a neural network to predict the price of a stock based on historical data.

what's a convolutional neural network?

A convolutional neural network (CNN) is a type of neural network that is commonly used for image and video processing.

CNNs are particularly useful for tasks that involve identifying patterns in images, such as object recognition and image classification.

In the context of this project, we will be using a CNN to identify patterns in the stock price data and make predictions based on those patterns.

what's a recurrent neural network?

A recurrent neural network (RNN) is a type of neural network that is commonly used for sequence processing.

RNNs are particularly useful for tasks that involve processing sequences of data, such as speech recognition and language translation.

In the context of this project, we will be using an RNN to process the stock price data and make predictions based on the patterns that it identifies.

what's a long short-term memory