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Deep Learning

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Oscar Serra edited this page Mar 16, 2015 · 2 revisions

What is Deep Learning?

A new branch of Machine Learning has recently appeared. It is called Deep Learning (DL) because the meaning of the innermost learned parameters are harder to interpret given the algorithms complexity. The Deep Learning algorithms are generally built with a series of Neural Networks Machine Learning algorithms stacked onto one another.

Further reading

Deep Learning Tutorial

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  1. Machine Learning
    1. Regression
    2. Classification
    3. Ensembling
    4. Evaluation Metrics
    5. Dimensionality Reduction
    6. Neural Networks
    7. Convex Solvers
    8. Unsupervised Learning
  2. Deep Learning
    1. Basic Neural Networks
    2. Multilayer Neural Networks
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