What Deep Learning and Machine Learning Mean For the Future of SEO

What Deep Learning and Machine Learning Mean For the Future of #SEO - Whiteboard Friday

  • Discuss emerging growth opportunities with top growth hackers like Sean Ellis and Morgan Brown
  • Follow specific topics like viral marketing, growth hacks and early traction
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@GrowthHackers: “What Deep Learning and Machine Learning Mean For the Future of #SEO – Whiteboard Friday”


Imagine a world where even the high-up Google engineers don’t know what’s in the ranking algorithm. We may be moving in that direction


What Deep Learning and Machine Learning Mean For the Future of SEO

10 Free Machine Learning books

10 Free #MachineLearning and #AI books:  #abdsc #BigData #DataScience

  • You need to be a member of Data Science Central to add comments!
  • An earlier version, Data Science 1.0 (also free, somewhat outdated) can be found .
  • Click to discover dozens of free data science and machine learning related books.
  • Added by Tim Matteson 0 Comments 0 Likes
  • Most of the upcoming Data Science 2.0 book is available for free .

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@KirkDBorne: “10 Free #MachineLearning and #AI books: #abdsc #BigData #DataScience”


Enjoy the reading!

Machine Learning, Neural Networks, and Statistical Classification
Bayesian Reasoning and Machine Learning
Gaussian Processes for Machine Le…


10 Free Machine Learning books

13 Great Data Science Infographics

13 Great #DataScience #Infographics:  #abdsc #BigData #Python #MachineLearning #DataViz

  • You need to be a member of Data Science Central to add comments!
  • Comparing Data Science and Analytics
  • What is big data – Infographics by Bernard Marr
  • Most of the infographics are tutorials covering various topics in big data, machine learning, visualization, data science, Hadoop, R or Python, typically intended for beginners.
  • Great Infographics Explains How it Works

Read the full article, click here.


@KirkDBorne: “13 Great #DataScience #Infographics: #abdsc #BigData #Python #MachineLearning #DataViz”


Most of these infographics are tutorials covering various topics in big data, machine learning, visualization, data science, Hadoop, R or Python, typically int…


13 Great Data Science Infographics

Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification

End-to-end #MachineLearning: Automatic Image Colorization with Classification  #DataScience

  • Based on Convolutional Neural Networks, our deep network features a fusion layer that allows us to elegantly merge local information dependent on small image patches with global priors computed using the entire image.
  • We present a novel technique to automatically colorize grayscale images that combines both global priors and local image features.
  • The entire framework, including the global and local priors as well as the colorization model, is trained in an end-to-end fashion.
  • The output of our model is the chrominance of the image which is fused with the luminance to form the output image.
  • Our architecture can process images of any resolution, unlike most existing approaches based on CNN. We leverage an existing large-scale scene classification database to train our model, exploiting the class labels of the dataset to more efficiently and discriminatively learn the global priors.

Read the full article, click here.


@MikeTamir: “End-to-end #MachineLearning: Automatic Image Colorization with Classification #DataScience”


We present a novel technique to automatically colorize
grayscale images that combines both global priors and local
image features. Based on Convolutional Neural Networks, our
deep network features a fusion layer that allows us to
elegantly merge local information dependent on small image
patches with global priors computed using the entire image. The
entire framework, including the global and local priors as well
as the colorization model, is trained in an end-to-end fashion.
Furthermore, our architecture can process images of any
resolution, unlike most existing approaches based on CNN. We
leverage an existing large-scale scene classification database
to train our model, exploiting the class labels of the dataset
to more efficiently and discriminatively learn the global
priors. We validate our approach with a user study and compare
against the state of the art, where we show significant
improvements. Furthermore, we demonstrate our method
extensively on many different types of images, including
black-and-white photography from over a hundred years ago, and
show realistic colorizations.


Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification

Comprehensive list of data science resources [updated May 6, 2016]

Comprehensive list of #DataScience resources:  #abdsc #BigData #MachineLearning #DeepLearning

  • Five data science projects to learn data science
  • Tools for writing a data science dissertation
  • A Complete Tutorial to learn Data Science in R from Scratch
  • How William Cleveland Turned Data Visualization Into a Science *
  • 50+ free online resources to learn more about data science and anal…

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@KirkDBorne: “Comprehensive list of #DataScience resources: #abdsc #BigData #MachineLearning #DeepLearning”


Guest blog post by Vincent Granville
Originally posted here, but this version here is up-to-date.
We blended together the best of the best&a…


Comprehensive list of data science resources [updated May 6, 2016]

Right Relevance : Influencers, Articles and Conversations

TensorFlow - Google latest machine learning system, open sourced for everyone | #MachineLea…

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@Ronald_vanLoon: “TensorFlow – Google latest machine learning system, open sourced for everyone | #MachineLea…”


Discover fresh relevant content to your interests, save interesting articles, follow influential experts, be the first to share soon-to-be viral content and much more


Right Relevance : Influencers, Articles and Conversations

One-On-One With Google CEO Sundar Pichai: AI, Hardware, Monetization And The Future Of Search

Google CEO Sundar Pichai on the future of artificial intelligence:

  • “Reliance on what worked in the past is no longer sufficient.”
  • Quote of the Day
  • Felicity Menzies

Read the full article, click here.


@ForbesTech: “Google CEO Sundar Pichai on the future of artificial intelligence:”


In a wide-ranging conversation, Google CEO Sundar Pichai talks about the profound transformation of the company and of its core search service.


One-On-One With Google CEO Sundar Pichai: AI, Hardware, Monetization And The Future Of Search

What Everyone Should Know About Cognitive Computing

What Everyone Should Know About Cognitive Computing - Forbes  #MachineLearning #DataScience

  • “Reliance on what worked in the past is no longer sufficient.”
  • Quote of the Day
  • Felicity Menzies

Read the full article, click here.


@MikeTamir: “What Everyone Should Know About Cognitive Computing – Forbes #MachineLearning #DataScience”


Artificial intelligence has been a far-flung goal of computing since the conception of the computer, but we may be getting closer than ever with new cognitive computing models. Cognitive computing comes from a mashup of cognitive science — the study of the human brain and how it functions — and computer […]


What Everyone Should Know About Cognitive Computing

Why Artificial Intelligence Will Change Our World And Why It Needs To Be Purposeful

Why #AI will change our world via @ForbesTech #ArtificialIntelligence #BigData

  • “Reliance on what worked in the past is no longer sufficient.”
  • Quote of the Day
  • Felicity Menzies

Read the full article, click here.


@patka06: “Why #AI will change our world via @ForbesTech #ArtificialIntelligence #BigData”


Around 200 years ago the industrial revolution immutably remoulded society. Today another revolution is underway with potentially even further reaching consequences. Artificial Intelligence in industry, experts are predicting, will change everything about the way we produce, manufacture and deliver. Cognitive computing, machine learning, natural language processing – different terms have […]


Why Artificial Intelligence Will Change Our World And Why It Needs To Be Purposeful