From the course: Debiasing AI Using Amazon SageMaker
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Overview of crime-fighting case study
From the course: Debiasing AI Using Amazon SageMaker
Overview of crime-fighting case study
- Every time I hear the term predictive policing, I have flashback to the precrime concept from my favorite science fiction move, Minority Report. In this movie, the precrime division was responsible for arresting criminals at the moment right before they committed a crime. The police officers had foreknowledge of the crime, thanks to psychic technology. I started thinking to myself, what technology do we have today that can predict crime? Machine learning of course. Machine learning is the process a machine goes through to study and learn from past data in order to make predictions about the future. So, I set out to build precrime using Amazon's SageMaker. Minority Report inspired the crime fighting machine learning model we create during this course. I will show you the process I used, step by step. Data, specifically past crime data is key when training or teaching a machine learning model. Now I know I've used the term model several times, but what is it exactly? You could think…
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