What is the difference between deep learning and usual machine learning? That's an interesting question, and I try to answer this in a very general way. In essence, deep learning offers a set of ...

your email service uses machine learning algorithms to filter out spam. The ML system has been trained on vast datasets of emails, learning to distinguish between spam and non-spam by recognizing ...

As machine learning practitioners, we often encounter imbalanced datasets in which one class has considerably fewer instances than the other. Many machine learning algorithms assume an equilibrium ...

We also explore the basic theory of neural networks and discuss their applications to deep learning ... Explain the difference between supervised and unsupervised learning. Select a suitable machine ...