Hands-On Python Deep Learning for the Web

Auto ML

Making predictions is only one part of the entire process of having DL in production. A data scientist is also responsible for cleaning and organizing the data, creating a pipeline, and optimizations. Auto ML is a way of eliminating the need for such repetitive tasks.

Auto ML is a batch forecasting method where the need for human intervention is removed. So, the data, as it comes, goes through a pipeline and the forecasts are regularly updated. So, this method provides more up-to-date predictions than the batch forecasting method.

Let's now discuss some tools for rapidly realizing some of the methods we have presented.