What are some advanced algorithms used in machine learning?
Some advanced algorithms include Gradient Boosting, Support Vector Machines, and Neural Networks.
Can you explain how Gradient Boosting works?
Gradient Boosting builds models sequentially, each new model correcting errors made by the previous ones.
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 limitations to these algorithms?
Yes, they can be computationally intensive and may require large amounts of data to perform well.
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