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Ethics for powerful algorithms (2 of 4) - Open Data Science - Your News Source for AI, Machine Learning & more

This is the second of four articles on the ethics of powerful algorithms, taking COMPAS as a case study. Our story so far:<p>COMPAS is an algorithm used …

Algorithm leverages Titan supercomputer to create high-performing deep neural networks

One science domain in which MENNDL is already proving its value is neutrino physics. Neutrinos, ghost-like particles that pass through your body at a …

House Price Prediction using a Random Forest Classifier - Data Blogger

In this blog post, I will use machine learning and Python for predicting house prices. I will use a Random Forest Classifier (in fact Random Forest …

Machine Learning

AWS DeepLens Extensions: Build Your Own Project | Amazon Web Services

AWS DeepLens provides a great opportunity to learn new technologies, such as deep learning and Internet of Things (IoT), as well as to build …

Image Classification using CNNs in Keras

In this tutorial, we will learn the basics of Convolutional Neural Networks ( CNNs ) and how to use them for an Image Classification task. We will …

Deep Learning

What do Tensor Flow, Caffe and Torch have in common? Open CVEs

Sooner or later, dependency hell creates a problem for everyoneDabblers with prominent artificial intelligence tools have been warned and/or reminded …

Sophia the Robot is Crowdfunding AI 'Global Brain' to Make Herself Smarter

Sophia, the humanoid robot, wants to crowdfund the development of advanced artificial intelligence through a token-based system where users can buy …

Artificial Intelligence

Photoshop’s AI-Powered Editing Trick Looks Very Promising

When we interviewed Adobe’s Senior Principal Scientist, John Brandt, about how the company is using artificial intelligence, the answer was fairly …

Social Articles Tracking & PR news.com

The latest Holter ECG Monitoring research report published by QYResearch on Worldwide Holter ECG Monitoring Market is a well-defined and in-depth …

Google urges 'fair and responsible' AI development

Aside from ensuring access to machine learning expertise, the tech giant says there needs to be "fair and responsible" development of artificial …

Set up TensorFlow with Docker + GPU in Minutes

Along with Jupyter and OpenCV<b>Docker is the best platform to easily install Tensorflow with a GPU</b>. This tutorial aims demonstrate this and test it on …

Machine Learning

This is the ‘Select Subject’ Tool Coming to Photoshop CC

Adobe just revealed a powerful new tool that’s coming soon to Photoshop CC. Called “Select Subject,” it uses machine learning to detect subjects in …

Transform anything into a vector – Insight Data

entity2vec: Using cooperative learning approaches to generate entity vectors<p><i>Javed Qadrud-Din</i> <i>previously worked as a business architect at IBM Watson.</i> …

AWS launches new partner programs for networking and machine learning specialists

Amazon’s AWS cloud computing division is launching a number of new programs for its partner ecosystem today. These include a new networking competency program for companies that focus on advanced networking features, as well as the new AWS Machine Learning Partner Solutions program that highlights …

Infrastructure 3.0: Building blocks for the AI revolution

By any measure, we’ve entered the age of machine learning and artificial intelligence. The confluence of massive data, cheap storage, elastic compute, and algorithmic advances, particularly in deep learning, has given rise to applications that previously were confined to the pages of science …

Introduction To Neural Networks

<i>This tutorial was originally posted here on Ben's blog, GormAnalysis.</i>Artificial Neural Networks are all the rage. One has to wonder if the catchy …

The impossibility of intelligence explosion

In 1965, I. J. Good described for the first time the notion of “intelligence explosion”, as it relates to artificial intelligence (AI):<p>Let an …

Singularity

Elon Musk's Tweet Gives Creepy Insight Into Future Of Humanoid Robots

Uh...<p>The Atlas robot is marketed as the “world’s most dynamic humanoid,” but even that impressive advancement might soon be eclipsed by artificial …

Stephen Hawking: 'I fear AI may replace humans altogether'

Without science, it's all fiction. And yet our world increasingly resembles a fictional one, accelerating towards a dystopian reality that few would …

Joseph Sirosh of Microsoft: How AI Can Help the Blind See

Microsoft is making it easier for its customers and to leverage its artificial intelligence capabilities.<p>At Microsoft Connect earlier this month, we …

Deep learning and data science demand prompts portfolio managers to take night classes

NVIDIA will be offering a day-long training session on 5 December, as part of Newsweek's data science and capital markets event in New York next week.<p>…

Problem

Solution 1<p>From Hölder's inequality:<p>$\displaystyle \begin{align} &\Bigr(\sum_{cycl}\frac{a}{ax+b}\Bigr)\Bigr(\sum_{cycl}a(ax+b)\Bigr)\geq (a+b+c)^2\\ …

For Large Scale Image Classification and Object Detection: AutoML

It has been a few months since the introduction of the AutoML project, that is an approach made in order to automate the design of machine learning …

Neural networks: Today, classifying flowers... tomorrow, Skynet maybe

Here's one I made earlier – now, over to youIf there's a poster child for machine learning, it's neural networks. We gave a practical introduction to …

Getting started with reinforcement learning

Most people deeply interested in the topic of machine learning think it is synonymous with neural networks. In their current incarnation, neural …

Image hashing with OpenCV and Python

Today’s blog post is on image hashing — <i>and it’s the hardest blog post I’ve ever had to write.</i>Image hashing isn’t a particularly hard technique (in …

Deep Learning

Google DeepMind is helping neural nets decide how they want to learn

There is no one teaching style that works perfectly for every student, and it turns out that the same can be said for neural networks, the computing …

Sequence Modeling with CTC

A visual guide to Connectionist Temporal Classification, an algorithm used to train deep neural networks in speech recognition, handwriting …

Machine Learning

Self Assessment | Why do we wish to be a Data Scientist?

All of us know and Google Trends have validated the fact that anyone even remotely associated with ‘<i>data</i>’ wants to be a ‘<b>Data Scientist’</b><i>.</i> Be it …

How Google is powering the world's AI

After helping to define the modern internet era with Search and Android, Google is already at the forefront of the next wave in computing research and development: AI. Many consider artificial intelligence and neural network computers to be the next step in computing, enabling new use cases and …

Machine Learning