How Much Data Do You Need For Data Science and AI?
How much data do you need to effectively do data science and machine learning? The answer to this question depends on what it is you’re trying to do. Are you doing a simple analysis, some exploration to see what you might learn? Are you trying to build a model...What’s the Value of Anecdotal Evidence?
In the world of data and analytics, anecdotal evidence is often (and correctly) demonized. Why? People in general and marketers in specific mistake anecdotal evidence for quantitative proof, for statistically representative, reliable, and repeatable evidence....Strategies for Increasing First-Party Data
Ashlee asks, “What are some strategies for increasing first-party data?” Let’s recall that first-party data is data given to us by prospective customers, and comes in two flavors. Passive first-party data is data collected by tools like Google...Stop Hating Vanity Metrics in Marketing Analytics
Without fail at nearly every marketing conference, someone rails against vanity metrics. Stop measuring them. They don’t matter. They’re the devil. Variations on those themes. So let’s clear the air a bit, because just as some people put too much importance and...Basics of Social Media Marketing Analytics Tools
One of the most common questions asked in social media marketing is, “What’s the best tool for analyzing and reporting your social media marketing?” This is a sensible question; after all, if you can’t measure something, you can’t manage...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
