Christopher S. Penn
Christopher S. Penn is cofounder and Chief Data Scientist at Trust Insights.
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{Podcast} In-Ear Insights: When Algorithm Choices Go Wrong
In this week’s In-Ear Insights, Katie and Chris discuss what happens when junior or naive AI engineers or data scientists make bad choices for algorithms.
5 Ways Your AI Projects Fail, After Action Reviews and Post-Mortems
The recurring perception that artificial intelligence, AI, is somehow magical and can create something from nothing leads many projects astray
5 Ways Your AI Projects Fail, Part 5: Deployment-Related Failures
The recurring perception that artificial intelligence, AI, is somehow magical and can create something from nothing leads many projects astray.
5 Ways Your AI Projects Fail, Part 4: Modeling-Related AI Failures
There are two major issues during the modeling process you need to be aware of if you don't want your AI projects to fail.
5 Ways Your AI Projects Fail, Part 3: Data-Related AI Failures
Be on the lookout for these failures—and ways to remediate or prevent them—in your own AI initiatives.
5 Ways Your AI Projects Fail, Part 2: Strategic AI Failures
The most common failure in AI projects, without question, is a failure of business requirements. Here's how to avoid this, and other strategic failures.
5 Ways Your AI Projects Fail, Part 1: Introduction and the AI/Machine Learning Project Lifecycle
The recurring perception that artificial intelligence, AI, is somehow magical and can create something from nothing leads many projects astray.
Top Resources for AI, Data Science, and Machine Learning for Marketers
What are the best resources for getting started with data science, machine learning, and AI, especially for marketers? We've got the answers.