AWS DeepLens is a deep learning–enabled camera that allows you to deploy trained models directly to the device. You can either use samp...
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Computer Vision Definition (AWS ML Scolarship)
Summary Computer vision (CV) has many real-world applications. In this video, we cover examples of image classification, object detectio...
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Machine Learning Consepts (AWS ML Scolarship)
Bag of words : A technique used to extract features from the text. It counts how many times a word appears in a document (corpus), and the...
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Model Evaluation (AWS ML Scholarship)
Using Log Loss Log los s seeks to calculate how uncertain your model is about the predictions it is generating. your model could predict w...
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Model Training (AWS ML Scholarship)
The model training algorithm iteratively updates a model's parameters to minimize some loss function. Feed the training data into t...
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