A Tour of Machine Learning Algorithms

A Tour of Machine Learning Algorithms | #Analytics #MachineLearning #RT

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  • It’s related to instance based algorithms in the same way K-Means is related to k-NN — they typically use the same distance metric (Euclidean distance).
  • I was hoping to see ‘(Multiple) Correspondence Analysis’ under the list of “Dimensionality Reduction” methods.
  • Its good and explained well, clustered algorithm.
  • You can even download an algorithm map from the original article.

Originally published by Jason Brownlee in 2013, it still is a goldmine for all machine learning professionals.  The algorithms are broken down in several categ…
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GitHub

  • Linux GPU: Python 2 ( build history ) / Python 3.4 ( build history ) / Python 3.5 ( build history )
  • Latest commit 55b0159 Jan 1, 2017 yifeif committed on GitHub Merge pull request #6588 from terrytangyuan/run_config_flag
  • TensorFlow is an open source software library for numerical computation using data flow graphs.
  • Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) that flow between them.
  • TensorFlow also includes TensorBoard, a data visualization toolkit.

tensorflow – Computation using data flow graphs for scalable machine learning
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What Is The Difference Between Deep Learning, Machine Learning and AI?

Know the difference between deep learning, machine learning and artificial intelligence:

  • Stand up for what you believe with strength and grace and the barriers will begin to fall away.
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  • Harriet Green

Deep Learning is not only a massive buzzword spanning business and technology but also a concept that will transform most industries and jobs, as well as the way we live our lives. However, there is confusion about what it is and how it differs from Machine Learning and Artificial Intelligence (AI)
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2017 Guide for Deep Learning Business Applications

2017 Guide for Deep Learning Business Applications. #BigData #DataScience

  • People will never define you for how many times you fall but how many times that you stand up.
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  • Jo Malone

2017 is going to be a huge year for deep learning and AI business applications. Transforming traditional functions like customer service, sales, marketing, operations, and government affairs. Read more about how these areas are evolving in the new year.
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AI System Can Generate High-Res Images Based On a Text Description

#AI system can generate high-res images based on a basic text description

  • Our StackGAN for the first time generates 256 x 256 images with photo-realistic details.”
  • This piece of work is completely different: after learning the neural networks are able to create something completely new – such as synthesizing new, photorealistic images from a piece of text we have written.
  • Home > Cool Tech > Neural network can create high-res images based on
  • It’s also fascinating because the two-stage method of drawing images looks, to our way of thinking, a whole lot like the way artists will sketch out a piece of work, and then do a second pass to add detail.
  • Neural network can create high-res images based on a text description

In a new piece of research, neural networks have been used to generate high-resolution photos based only on a basic text description.
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