Google gives everyone machine learning superpowers with TensorFlow 1.0

Google gives everyone machine learning superpowers with TensorFlow 1․0

  • That began to change with the release of a number of open-source machine learning frameworks like Theano, Spark ML, Microsoft’s CNTK, and Google’s TensorFlow.
  • Among them, TensorFlow stands out for its powerful, yet accessible, functionality, coupled with the stunning growth of its user base.
  • With this week’s release of TensorFlow 1.0, Google has pushed the frontiers of machine learning further in a number of directions.
  • In an effort to make TensorFlow a more-general machine learning framework, Google has added both built-in Estimator functionality, and support for a number of more traditional machine learning algorithms including K-means, SVM (Support Vector Machines), and Random Forest.
  • While there are certainly other frameworks like SparkML that support those tools, having a solution that can combine them with neural networks makes TensorFlow a great option for hybrid problems.

Google gives everyone machine learning superpowers with TensorFlow 1.0
Continue reading “Google gives everyone machine learning superpowers with TensorFlow 1.0”

Machine Learning Summarized in One Picture

Machine Learning Summarized in One Picture @DataScienceCtrl  #datascience #machinelearning

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  • In the example below, it is used to separate the data set into two clusters.
  • Added by Tim Matteson 0 Comments 0 Likes
  • Tutorial: How to Become a Data Scientist – On Your Own
  • Machine Learning Summarized in One Picture

Here is a nice summary of traditional machine learning methods, from Mathworks.

I also decided to add the following picture below, as it illustrates a metho…
Continue reading “Machine Learning Summarized in One Picture”

Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don't Fear It, Embrace It | #BigData #Artificialintelligence #RT

  • Many intermediary steps had to be taken to teach machine learning systems.
  • “We’re seeing the point at which data-driven deep learning systems are starting to overtake systems that we’ve engineered ourselves,” said Coates. “
  • Big data could drive the next big security strategy shift.
  • Thanks to mobile devices, data that’s useful to deep learning systems is being generated at an ever growing rate.
  • But traditional machine learning hit a wall, Coates said.

Adam Coates, the director of the Baidu Research’s Silicon Valley AI Lab, says don’t fear artificial intelligence. Instead, look to it to save lives. He spoke at the InformationWeek Elite 100 Conference this week.
Continue reading “Artificial Intelligence: Don’t Fear It, Embrace It”

Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don't Fear It, Embrace It | #BigData #Artificialintelligence #RT

  • Many intermediary steps had to be taken to teach machine learning systems.
  • “We’re seeing the point at which data-driven deep learning systems are starting to overtake systems that we’ve engineered ourselves,” said Coates. “
  • Big data could drive the next big security strategy shift.
  • Thanks to mobile devices, data that’s useful to deep learning systems is being generated at an ever growing rate.
  • But traditional machine learning hit a wall, Coates said.

Read the full article, click here.


@Ronald_vanLoon: “Artificial Intelligence: Don’t Fear It, Embrace It | #BigData #Artificialintelligence #RT”


Adam Coates, the director of the Baidu Research’s Silicon Valley AI Lab, says don’t fear artificial intelligence. Instead, look to it to save lives. He spoke at the InformationWeek Elite 100 Conference this week.


Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don't Fear It, Embrace It | #BigData #Artificialintelligence #RT

  • Many intermediary steps had to be taken to teach machine learning systems.
  • “We’re seeing the point at which data-driven deep learning systems are starting to overtake systems that we’ve engineered ourselves,” said Coates. “
  • Big data could drive the next big security strategy shift.
  • Thanks to mobile devices, data that’s useful to deep learning systems is being generated at an ever growing rate.
  • But traditional machine learning hit a wall, Coates said.

Read the full article, click here.


@Ronald_vanLoon: “Artificial Intelligence: Don’t Fear It, Embrace It | #BigData #Artificialintelligence #RT”


Adam Coates, the director of the Baidu Research’s Silicon Valley AI Lab, says don’t fear artificial intelligence. Instead, look to it to save lives. He spoke at the InformationWeek Elite 100 Conference this week.


Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don't Fear It, Embrace It | #BigData #Artificialintelligence #RT

  • Many intermediary steps had to be taken to teach machine learning systems.
  • “We’re seeing the point at which data-driven deep learning systems are starting to overtake systems that we’ve engineered ourselves,” said Coates. “
  • Big data could drive the next big security strategy shift.
  • Thanks to mobile devices, data that’s useful to deep learning systems is being generated at an ever growing rate.
  • But traditional machine learning hit a wall, Coates said.

Read the full article, click here.


@Ronald_vanLoon: “Artificial Intelligence: Don’t Fear It, Embrace It | #BigData #Artificialintelligence #RT”


Adam Coates, the director of the Baidu Research’s Silicon Valley AI Lab, says don’t fear artificial intelligence. Instead, look to it to save lives. He spoke at the InformationWeek Elite 100 Conference this week.


Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don't Fear It, Embrace It | #BigData #Artificialintelligence #RT

  • Many intermediary steps had to be taken to teach machine learning systems.
  • “We’re seeing the point at which data-driven deep learning systems are starting to overtake systems that we’ve engineered ourselves,” said Coates. “
  • Big data could drive the next big security strategy shift.
  • Thanks to mobile devices, data that’s useful to deep learning systems is being generated at an ever growing rate.
  • But traditional machine learning hit a wall, Coates said.

Read the full article, click here.


@Ronald_vanLoon: “Artificial Intelligence: Don’t Fear It, Embrace It | #BigData #Artificialintelligence #RT”


Adam Coates, the director of the Baidu Research’s Silicon Valley AI Lab, says don’t fear artificial intelligence. Instead, look to it to save lives. He spoke at the InformationWeek Elite 100 Conference this week.


Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don’t Fear It, Embrace It

Artificial Intelligence: Don't Fear It, Embrace It | #BigData #Artificialintelligence #RT

  • Many intermediary steps had to be taken to teach machine learning systems.
  • “We’re seeing the point at which data-driven deep learning systems are starting to overtake systems that we’ve engineered ourselves,” said Coates. “
  • Big data could drive the next big security strategy shift.
  • But traditional machine learning hit a wall, Coates said.
  • Adam Coates, director of Baidu Research’s Silicon Valley AI Lab , isn’t worried about artificial intelligence taking over the world.

Read the full article, click here.


@Ronald_vanLoon: “Artificial Intelligence: Don’t Fear It, Embrace It | #BigData #Artificialintelligence #RT”


Adam Coates, the director of the Baidu Research’s Silicon Valley AI Lab, says don’t fear artificial intelligence. Instead, look to it to save lives. He spoke at the InformationWeek Elite 100 Conference this week.


Artificial Intelligence: Don’t Fear It, Embrace It