ML Resources

This is a resource page (mostly aimed at technical non-programmers) who are interested in understanding or learning more about Machine Learning.

Basics of Machine Learning

The video below is probably the best resource for people who are new to Machine Learning, but it is geared towards programmers.

ML Comic

A comic which explains the basics of Machine Learning. It is a nice introduction for technical non-programmers.

AI/ML Skepticism

Why is there so much AI snake oil? Some fact-checking by an academic.

Here is another article which talks about the epidemic of misinformation in AI (which includes a section on chatbots).

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"The magic key I needed as a non-programmer"

The custom payload generator was the magic key I needed (as a non-programmer) to build a good demo with rich responses in DialogFlow Messenger. I've only used it for 30 minutes and am thrilled. I've spent hours trying to figure out some of the intricacies of DialogFlow on my own. Over and over, I kept coming back to Aravind's tutorials available on-line. I trust the other functionalities I learn to use in the app will save me additional time and heartburn.

- Kathleen R
Cofounder, gathrHealth
In this free course, I provide some tips for managing large Dialogflow ES bots without compromising on accuracy.