I feel that you should write a book on the topic of VizML. It's a problem space that hasn't really been explored to the degree of finding clarity and signal for a wide range of audience/stakeholders. I am really curious how you would tackle visualizing the "black box" in terms of techniques and tools to make it transparent to build trust and understanding. Unless i am unaware of what others are doing in this space, this lines up with a blue ocean strategy
It’s great to hear about your interest. My idea is to use my VisML series here as the basis for the book. You will start seeing how I conceptualize the problem for specific situations starting from my next post. I hope you’ll find it useful! P.s. I’d be curious to learn more about your models and what kind of visual diagnosis you are looking for.
This was the perfect read this morning. Yes, write the book!
Thanks for the message and the encouragement!
I feel that you should write a book on the topic of VizML. It's a problem space that hasn't really been explored to the degree of finding clarity and signal for a wide range of audience/stakeholders. I am really curious how you would tackle visualizing the "black box" in terms of techniques and tools to make it transparent to build trust and understanding. Unless i am unaware of what others are doing in this space, this lines up with a blue ocean strategy
And on a selfish level I want to visually diagnose why my ML models don't do well with technical indicators for predictive markets
It’s great to hear about your interest. My idea is to use my VisML series here as the basis for the book. You will start seeing how I conceptualize the problem for specific situations starting from my next post. I hope you’ll find it useful! P.s. I’d be curious to learn more about your models and what kind of visual diagnosis you are looking for.