What are some advanced topics in Python machine learning?

What are some advanced topics in Python machine learning?

Some advanced topics include deep learning, reinforcement learning, natural language processing, and model optimization.

Can you explain deep learning and its applications?

Deep learning is a subset of machine learning that uses neural networks with many layers. It's used in image recognition, speech processing, and more.

What libraries are commonly used for deep learning in Python?

Popular libraries include TensorFlow, Keras, and PyTorch, each offering unique features for building deep learning models.

How does reinforcement learning differ from supervised learning?

Reinforcement learning focuses on learning through trial and error to maximize rewards, while supervised learning uses labeled data to train models.