What are some advanced machine learning algorithms?

What are some advanced machine learning algorithms?

Some advanced machine learning algorithms include Gradient Boosting Machines, Support Vector Machines, and Neural Networks.

Can you explain how Gradient Boosting works?

Gradient Boosting is an ensemble technique that builds models sequentially, each correcting errors from the previous one.

What are the advantages of using Neural Networks?

Neural Networks can model complex patterns and relationships in data, making them powerful for tasks like image and speech recognition.

Are there any specific use cases for Support Vector Machines?

Yes, Support Vector Machines are often used in classification tasks, such as text categorization and image classification.