We have seen the basic working principles of ML algorithms. Then we have seen what the basic ML tasks are and how they formulate domain-specific problems. Now let's take a look at how can we summarize ML tasks and some applications in the following diagram:
ML tasks and some use cases from different application domains
However, the preceding figure lists only a few use cases and applications using different ML tasks. In practice, ML is used in numerous use cases and applications. We will try to cover a few of those throughout this book.
