You Ask, I Answer: Most Common Biases in Marketing AI?
Elizabeth asks, “What’s the most common type of bias you see that we as marketers should be aware of?” There are so many to choose from, but I’ll start with two: confirmation bias, and selection bias. Confirmation bias corrupts the entire...You Ask, I Answer: Data Democratization and AI?
Jim asks, “I am skeptical of data democratization because the average decision maker does not understand data collection, transformation, integration etc. Doesn’t AI make this an even bigger problem?” It depends on how abstracted the decision-maker...You Ask, I Answer: How Often Should Ads Be Changed?
Jen asks, “How often do you feel like ads should be changed out and freshened up?” I don’t feel anything. I look at the data. Look for diminishing returns, and use that as your determinant for when to make a change. How do you calculate that? With a...You Ask, I Answer: Causation Without Correlation?
Vito asks, “Let’s assume we have the joint probability distributions of A and B. In that scenario, is it possible that A causes B, but A and B are not correlated?” This is possible and even probable when you have missing data, especially if the missing...You Ask, I Answer: Getting Started With Data-Driven SWOT Analysis?
Talesa asks, “How do you chip away at the progression of creating a data driven swot analysis on a small team that doesn’t already possess all the key skills?” In regard to a SWOT analysis using data, the place to start is to identify what data you...AI for Marketers Book
In this all-new, completely-rewritten 2nd Edition of AI for Marketers, learn:
- What AI is and isn't
- 5 practical applications of AI in marketing
- Key questions to ask of any vendor claims about AI
- How to prepare your company and your career for AI
