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Friday, December 22, 2017

Topics of Deep Learning with Tensorflow

Examples of Deep Learning: Deep Learning is widely used in Google for its features and apps such as Google Photo. More generally it is used for recognizing images, understand natural languages, helping robots interact with the world. Also computer vision and speech recognition, two of the hottest fields all fall into Perception.

Some technical terms you may encounter when studying deep learning Logistic Classification Stochastic Gradient Descent, Data and parameter tuning, Regularization, Convolutional Networks, Embedding, Recurrent Models

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Regularization in Machine Learning, Deep Learning

Regularization can prevent overfitting and potentially make algorithm converge faster and more performant. Useful in deep learning tasks, in...