Episode 19: How to completely change your data analytics strategy with deep learning
Episode 11 of the Data Science at Home podcast, hosted by Francesco Gadaleta, titled "Episode 19: How to completely change your data analytics strategy with deep learning" was published on August 9, 2017 and runs 15 minutes.
August 9, 2017 ·15m · Data Science at Home
Summary
Over the past few years, neural networks have re-emerged as powerful machine-learning models, reaching state-of-the-art results in several fields like image recognition and speech processing. More recently, neural network models started to be applied also to textual data in order to deal with natural language, and there too with promising results. In this episode I explain why is deep learning performing the way it does, and what are some of the most tedious causes of failure.
Episode Description
Over the past few years, neural networks have re-emerged as powerful machine-learning models, reaching state-of-the-art results in several fields like image recognition and speech processing. More recently, neural network models started to be applied also to textual data in order to deal with natural language, and there too with promising results. In this episode I explain why is deep learning performing the way it does, and what are some of the most tedious causes of failure.
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