What is Keras and how do I get started with it?

What is Keras and how do I get started with it?

Keras is a high-level neural networks API written in Python. It allows for easy and fast prototyping of deep learning models. You can get started by installing it via pip and exploring its documentation.

How do I install Keras?

You can install Keras using pip. Just run pip install keras in your terminal.

Can you show me a simple example of a Keras model?

Sure! Here's a simple example of a sequential model:

from keras.models import Sequential
from keras.layers import Dense

model = Sequential()
model.add(Dense(32, activation='relu', input_shape=(784,)))
model.add(Dense(10, activation='softmax'))

What kind of problems can I solve with Keras?

Keras is great for various tasks like image classification, text generation, and time series forecasting. It's versatile!