What is deep learning & how does it works?
What is deep learning We've covered a number of different basic concepts in machine learning, you know what supervised and unsupervised learning techniques are, you understand basic machine learning use cases such as regression, classification, and clustering and you know how these models work at a very high-level and you know what metrics you can use to evaluate these models. We've also discussed traditional machine learning models, and we've discussed the basic structure of some of these models, specifically linear regression, logistic regression, and decision trees. It's time for us to turn our attention to the most powerful models that we have today, deep learning models, models built using neural networks. What's Deep learning model: But first, let's understand the difference between traditional models vs. deep learning. Traditional models fit an algorithmic structure on data we saw which either fits a line on data or a curve or a tree, and it uses this alg...