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Data Scientists can be experts in multiple disciplines
Data Scientists can be experts in multiple disciplines:
Data Scientists also have significant big data experience:
Artificial Intelligence is a scientific discipline embracing several Data Science fields ranging from narrow AI to strong AI, including machine learning, deep learning, big data and data mining.
The deep learning revolution is here!
The deep learning revolution started around 2010. Since then, Deep Learning has been used to solve many "unsolvable" problems.
Convolutional Neural Networks (CNNs)
Deep CNNs such as ResNeta and Inception have reduced the error rate in the ImageNet classification from 25% in 2011 to 5% in 2017.
Recurrent Neural Networks (RNNs)
RNNs are helping create music scores and novel instrument sounds:
https://magenta.tensorflow.org/demos.