What are some popular automated ML tools in Python?
Some popular automated ML tools in Python include Auto-sklearn, TPOT, and H2O.ai. They help streamline the ML process.
How do these tools compare in terms of ease of use?
Auto-sklearn is user-friendly for beginners, while TPOT offers more customization. H2O.ai is great for scalability.
Can I use these tools for deep learning as well?
Yes, some tools like H2O.ai support deep learning, but others focus more on traditional ML algorithms.
What are the main advantages of using automated ML tools?
The main advantages include saving time, reducing the need for extensive ML knowledge, and improving model performance.
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