How can I get started with machine learning in Google Colab?

How can I get started with machine learning in Google Colab?

To start with machine learning in Google Colab, first, create a new notebook in Colab. You can access it via your Google Drive.

What libraries should I install for machine learning?

You should install libraries like TensorFlow, Keras, and Scikit-learn. Colab comes with many pre-installed, but you can install others using !pip install.

Can you show me a simple example of a machine learning model?

Sure! Here's a simple example using Scikit-learn to create a linear regression model. Would you like to see the code?

Yes, please share the code!

Here's a basic example:

from sklearn.linear_model import LinearRegression
import numpy as np

# Sample data
X = np.array([[1], [2], [3], [4]])
y = np.array([2, 3, 5, 7])

# Create and train the model
model = LinearRegression()
model.fit(X, y)

# Make a prediction
print(model.predict([[5]]))