From the course: Machine Learning in Mobile Applications

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Machine learning vs. deep learning

Machine learning vs. deep learning - Xamarin Tutorial

From the course: Machine Learning in Mobile Applications

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Machine learning vs. deep learning

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- [Narrator] Here is the process for creating a model using machine learning and feeding back in data to improve it over time. It is a relatively labor-intensive process, with human intervention not only to clean up and pre-process the data, but doing feature extraction as well. The magic of normal machine learning is looking at the extracted features of the data and creating an algorithm to determine a result. Deep Learning is a type of machine learning. With deep learning, there is no manual feature extraction. Instead, it is part of the magic. How it works is the system itself looks at the training data, does its own feature extraction, and then compares the candidate model to the scoring data, makes adjustment, and compares again and again, until it comes up with a high-scoring model. Deep learning uses a technology called neural networks, which are inspired by the human brain's design, to extract information and classify the source data. This allows deep learning to do a very…

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