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5 Ways Your AI Projects Fail, After Action Reviews and Post-Mortems

by cspenn | Apr 10, 2020 | artificial intelligence, data science, machine learning

Introduction The recurring perception that artificial intelligence, AI, is somehow magical and can create something from nothing leads many projects astray. That’s part of the reason that the 2019 Price Waterhouse CEO Survey shows fewer than half of US companies are...

The Importance of Tag Memes for Understanding Social Networks

by cspenn | Apr 3, 2020 | data analytics, data science, machine learning, marketing, marketing technology, public relations, social media

This past week, our CEO Katie Robbert said, “can we be done with the “something about me and tag five people” on twitter thing? it’s really annoying now”. If you’re unfamiliar with the reference, there’s a Twitter meme where you share 5 jobs...

{PODCAST} In-Ear Insights: Predictive Analytics for Unpredictable Events

by cspenn | Mar 18, 2020 | data science, machine learning, podcast, predictive analytics

In this episode of In-Ear Insights, Katie and Chris respond to a listener question: how valid are predictive analytics forecasts when you’re in the middle of massively unpredictable events? How do you deal with the anomalies of a black swan event, and how do you...

Training Your Machine Learning Model with Your “Day In The Life”

by John Wall | Feb 28, 2020 | machine learning, strategy

I remember years ago when I was talking with Mike Volpe and he said with a bit of frustration “Marketers are lazy.” This is a problem since training a machine learning model for any kind of marketing is a lot of labor. Of course, you have to keep in mind...

{PODCAST} In-Ear Insights: Account-Based Marketing (ABM) and AI

by cspenn | Jan 29, 2020 | abm, account-based marketing, artificial intelligence, b2b, machine learning, podcast

In this week’s In-Ear Insights, Katie is out keynoting an event in Europe, so Marketing Over Coffee host John Wall steps in to talk about account-based marketing (also known as target account marketing or key account marketing) and applications of AI to it. John...

AI and SEO in the Post-BERT World: What Marketers Need to Know

by cspenn | Oct 26, 2019 | artificial intelligence, content marketing, influencer marketing, machine learning, marketing, SEO

On October 25, 2019, Google changed everything again with its announcement that its deep learning powered natural language processing model, BERT, would now power search queries. With this announcement, machine learning expertise for SEO is no longer optional. Let’s...