07. AI and ML Work with Moving Pictures, Not Snapshots

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Time is often a missing element in data sets. It's helpful to know a certain metric, but it's even more valuable to know how that's changed over time, and the direction of change.

 

04. Don't Jump Into the Deep End

Start with a small project and solid data. Learn and build from there.
 

01. Understanding Artificial Intelligence and Machine Learning

Machine learning is about taking vast amounts of data and making it actionable.
 

06. Valuable Tools But No Magic Ponies Here

Estimates of the transformative power of artificial intelligence and machine learning are running high, likely higher than most organizations' ability to harness the technologies.

 

09. Working Within Regulatory Constraints

Regulators have become increasingly interested in what data organizations collect and retain about individuals, how that data is protected and ultimately whether that data is used appropriately.

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