Now that we have understood and implemented different Artificial Intelligence (AI)/machine learning (ML) algorithms, it is time to combine it all together, understand which type of data is best suited for each, and, at the same time, understand the basic preprocessing required for each type of data. By the end of this chapter, you will know the following:
- The different types of data that can be fed to your model
- How to process time series data
- Preprocessing of textual data
- Different transforms that can be done on image data
- How to handle video files
- How to handle speech data
- Cloud computing options
