From the course: Debiasing AI Using Amazon SageMaker
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- [Instructor] This course gave you a great foundation for building fair, transparent, and explainable machine learning models using Amazon SageMaker. I enjoyed taking you through the machine learning process to inspect and visualize data, prepare the data, and train and deploy the model. I hope you enjoyed using our fun crime fighting model to predict crime and integrating it with the AWS DeepLens camera and Rekognition allowing the model to see and understand its surrounding before making a prediction. When building models in the future, it's important that you consider the ways bias can creep in and eliminate those. As developers and innovators using machine learning technology, we have moral and ethical obligations to ensure what we build produces results and recommendations that are fair. To further your learning, I recommend checking out other courses in the library about AWS, machine learning, and explainable AI. Good luck on your machine learning journey and if you have any…
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