Consistent Incremental Progress

Consistent incremental progress is, most of the time, just as good as occasional massive advancement. So, in the spirit of New Year’s Eve and all associated traditions, I’ve chosen to rethink how I go about the new year.

AI > ML

Artificial Intelligence is, as a field of study, larger than Machine Learning.  In fact, ML is just a specific subset of AI.  I wasn’t too clear on where exactly the line was drawn, but it turns out the accepted industry answer is that you can have AI without ML, but whenever you’re doing ML, that’s a form of AI.

Classes of Algorithms

Knowing more about the internals of a problem can lead to better understanding and discussion across the board. Most algorithms that you’ll come across in practice aren’t going to be as simple as to fit into any one of these categories, but understanding the pieces of them allows you to get a better grasp of the system as a whole.