Exercises
Due to the nature of this chapter, all topics only cover the absolute basics of the mentioned libraries and they really do deserve much more. In this case, as an exercise, I recommend that you try and use some (or all) of the mentioned libraries and see if you can do something useful with them.
Some suggestions:
- Browse through TensorFlow Hub and apply some models to your own data. Perhaps you can apply object detection to your holiday photos.
- After applying a model to your photos, try and improve the model by adding some new objects and finetuning it.
- Try to extract some data or information from this chapter’s summary by applying one of the NLP algorithms.
AI is a complicated subject, and even simple example guides are often quite elaborate. Luckily, these days we can often immediately try examples online through Google Colab or by running a Jupyter Notebook. Dive in and don’t get discouraged; there is an incredible amount...
