Predicting Wine Quality with Azure ML and R

Predicting Wine Quality with Azure ML and R  #MachineLearning #DataScience

  • Lastly I will compute the accuracy of each model and check how they perform on the test data.
  • I will use wine quality data set from the UCI Machine Learning Repository .
  • On test data, Boosted Tree had a better accuracy.

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@MikeTamir: “Predicting Wine Quality with Azure ML and R #MachineLearning #DataScience”


by Shaheen Gauher, PhD, Data Scientist at Microsoft In machine learning, the problem of classification entails correctly identifying to which class or group a new observation belongs, by learning from observations whose classes are already known. In what follows, I will build a classification experiment in Azure ML Studio to predict wine quality based on physicochemical data. Several classification algorithms will be applied on the data set and the performance of these algorithms will be compared. I will also present a tutorial on how to do similar exercise using MRS (Microsoft R Server, formerly Revolution R Enterprise). I will use…


Predicting Wine Quality with Azure ML and R

Lift Cannabis Creates Text-Based Artificial Intelligence App – posted by NewCannabisVentures at iSeekush

@liftcannabis CREATES TEXT-BASED ARTIFICIAL INTELLIGENCE APP VIA @ncvmedia 📲 #ISeekush $KPD

  • Lift Cannabis Creates Text-Based Artificial Intelligence App from NewCannabisVentures’s blog
  • Before proceeding you need to register your profile and become a member.
  • Decades of misinformation about cannabis has made searching [

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@iSeeKush: “@liftcannabis CREATES TEXT-BASED ARTIFICIAL INTELLIGENCE APP VIA @ncvmedia 📲 #ISeekush $KPD”


Artificial Grass: Canadian company develops world’s first AI-powered chatbot for marijuana As medical marijuana becomes both more socially acceptable and available, a growing number of people ar… Tags: newcannabisventures.


Lift Cannabis Creates Text-Based Artificial Intelligence App – posted by NewCannabisVentures at iSeekush

Forbes Welcome

#AI On-A-Chip Soon Will Make Phones, #Drones And More A Lot Smarter

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@troykelly: “#AI On-A-Chip Soon Will Make Phones, #Drones And More A Lot Smarter”


Forbes Welcome page — Forbes is a global media company, focusing on business, investing, technology, entrepreneurship, leadership, and lifestyle.


Forbes Welcome

Facebook details its company-wide machine learning platform, FBLearner Flow

Facebook details its company-wide machine learning platform  by @jordannovet

  • Perhaps in the future FBLearner Flow could become even more powerful if idle compute resources could be made to improve machine learning models, Mehanna said.
  • Facebook today is talking for the first time about FBLearner Flow, a piece of software that manages machine learning models for employees throughout the social networking company.
  • Facebook regularly builds and sometimes open-sources technology that’s perfect for its own needs, so it would not be a surprise to see that happen to FBLearner Flow, too.

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@VentureBeat: “Facebook details its company-wide machine learning platform by @jordannovet”


Facebook today is talking for the first time about FBLearner Flow, a piece of software that manages machine learning models for employees throughout the social networking company.


Facebook details its company-wide machine learning platform, FBLearner Flow | VentureBeat | Big Data | by Jordan Novet

Aicial Insights – Machine Learning to Secure Not-So-Smart Smartphones

#MachineLearning to Secure Not-So-Smart #Smartphones  #Firewall #Malware #AI

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@troykelly: “#MachineLearning to Secure Not-So-Smart #Smartphones #Firewall #Malware #AI”


Despite the fact that Machine Learning is pervasive and widespread today, it seems the general public does not really understand what it is and how society is already benefiting from it. The average person reacts with surprise, believing machine learning is relegated to science fiction movies and obscure IT laboratories.


Aicial Insights – Machine Learning to Secure Not-So-Smart Smartphones

Driver’s Ed for Self-Driving Cars: How Our Deep Learning Tech Taught a Car to Drive

After 3K miles and 72 hrs of training, see how this car drives itself w/ #deeplearning:

  • You learn to understand the nuances, how the elements affect your trajectory and how to adjust .
  • Driver’s Ed for Self-Driving Cars: How Our Deep Learning Tech Taught a Car to Drive
  • Once the trained CNN showed solid performance in the simulator, it was loaded onto DRIVE PX and taken out for a road test in the car.

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@nvidia: “After 3K miles and 72 hrs of training, see how this car drives itself w/ #deeplearning:”


A team of NVIDIA engineers used deep learning to teach an autonomous car to drive. 


Driver’s Ed for Self-Driving Cars: How Our Deep Learning Tech Taught a Car to Drive

Researchers’ ‘Teach’ Computers To Understand Human Languages, Translate Accurately

#MachineLearning Solves #GameOfThrones Anxiety

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@troykelly: “#MachineLearning Solves #GameOfThrones Anxiety”


Artificial Intelligence is yet to gain ground when it comes to understanding, reproducing and translating full-length sentences of any given language. University of Liverpool researchers are adding their own AI techniques that could help the computer to understand a language and accurately build complete sentences. The researchers believe that adding the human-like ability to computers while translating words and languages are key to improving accuracy.
Pretty much like humans, when the compute


Researchers’ ‘Teach’ Computers To Understand Human Languages, Translate Accurately | Indian Nerve