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CapsNet: Are Capsule networks the antidote for CNNs kryptonite?

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Convolutional Neural networks (CNNs), are a group from the neural network family that has manifested in areas such as Image recognition, classification, etc. They...

Spark + H2O = Sparkling water for your machine learning needs

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The following is an excerpt from the book Mastering Machine Learning with Spark, Chapter 1, Introduction to Large-Scale Machine Learning and Spark written by...

Dr. Brandon explains ‘Transfer Learning’ to Jon

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Dr. Brandon: Hello and welcome to another episode of 'Date with Data Science'. Today we are going to talk about a topic that is...

Data Scientist: The sexiest role of the 21st century

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"Information is the oil of the 21st century, and analytics is the combustion engine." -Peter Sondergaard, Gartner Research By 2018, it is estimated that companies will...

4 Clustering Algorithms every Data Scientist should know

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This is an excerpt from a book by John R. Hubbard titled Java Data Analysis. In this article, we see the four popular clustering...

Dr. Brandon explains Word Vectors (word2vec) to Jon

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Dr. Brandon: Welcome back to the second episode of 'Date with Data Science'. Last time, we explored natural language processing. Today we talk about one...

What is Automated Machine Learning (AutoML)?

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Are you a proud machine learning engineer who hates that the job tests your limits as a human being? Do you dread the long...

Neuroevolution: A step towards the Thinking Machine

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“I propose to consider the question - Can machines think?” - Alan Turing The goal for AI research has always remained the same - create...

Stream me up, Scotty!

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The following is an excerpt from the book Scala and Spark for Big Data Analytics, Chapter 9, Stream me up, Scotty - Spark Streaming...