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Category: Deep Learning

September 17, 2019 Basic Concepts / Deep Learning / Hands-On Tutorials

BERT Explained: A Complete Guide with Theory and Tutorial

Unless you have been out of touch with the Deep Learning world, chances are that you have heard about BERT

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January 28, 2019 Basic Concepts / Deep Learning

Deep Learning Series, P3: Understanding Recurrent Neural Networks

1. Why RNNs? Your smartphone predicting your next word when you are typing, Alexa understanding what you are saying or

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October 16, 2018 Basic Concepts / Deep Learning

Deep Learning Series, P2: Understanding Convolutional Neural Networks

Neural Networks come in many flavors and varieties. Convolutional Neural Networks (ConvNets or CNN) are one of the most well

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August 28, 2018 Basic Concepts / Deep Learning

Deep Learning Series, P1: Basics of Neural Networks and Understanding Gradient Descent

This post consists of the following two sections: Section 1: Basics of Neural Networks Section 2: Understanding Backward Propagation and

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Top Posts

  • BERT Explained: A Complete Guide with Theory and Tutorial
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  • 12 Key Lessons from ML researchers and practitioners
  • A dataset and a ML problem, what should you do? An end-to-end example with housing dataset from Kaggle
  • Understanding Word Embeddings
  • Deep Learning Series, P2: Understanding Convolutional Neural Networks
  • Time Series Forecasting, the easy way! Let's analyze Microsoft's stocks
  • Understanding Decision Trees
  • How great products are made: Rules of Machine Learning by Google, a Summary
  • The data-driven coffee - analyzing Starbucks' data strategy

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