Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA)
Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA) is a machine-learning technique that by the magic of many (many many) small calculations it can detect patterns in data and cluster documents, for example, into similar topics. ...
Source: github.io
Towards a Competence-Based Course Authoring Tool Supporting Learning Management Systems: To establish a more comparable,
Towards a Competence-Based Course Authoring Tool Supporting Learning Management Systems: To establish a more comparable, compatible, and coherent system of higher education in Europe, the so-called Bologna Process (BP) has been adopted. As a measure to improve comparability, the BP requires that every...
Source: online-journals.org
Reducing patient mortality, length of stay and readmissions through machine learning-based sepsis prediction in the emergency
Reducing patient mortality, length of stay and readmissions through machine learning-based sepsis prediction in the emergency department, intensive care unit and hospital floor units. Sepsis management is a challenge for hospitals nationwide, as severe sepsis carries high mortality rates and costs...
Source: bmj.com
How to Clean Text for Machine Learning with Python - Machine Learning Mastery: You cannot go straight from raw text to fitting
How to Clean Text for Machine Learning with Python - Machine Learning Mastery: You cannot go straight from raw text to fitting a machine learning or deep learning model. You must clean your text first, which means splitting it into words and handling punctuation and case. In fact, there is a whole suite...
Source: machinelearningmastery.com
Using machine learning to improve patient care : New CSAIL research employs many types of medical data, including electronic
Using machine learning to improve patient care : New CSAIL research employs many types of medical data, including electronic health records, to predict outcomes in hospitals. Rachel Gordon | CSAIL.
Source: mit.edu
Machines evaluating applicants? 'So what could admissions look like in 20 years? From a school’s perspective, automation
Machines evaluating applicants? 'So what could admissions look like in 20 years? From a school’s perspective, automation will take on a lot of the human-led work, according to Steve Farmer, Vice Provost for Enrollment and Undergraduate Admissions at the University of North Carolina.' Reports University...
Source: universitybusiness.com
How to Prepare Your Team for the Impact of AI in the Workplace. Pam Viedor briefly outlines some suggestions of how. Consider
How to Prepare Your Team for the Impact of AI in the Workplace. Pam Viedor briefly outlines some suggestions of how. Consider redefining your rolesFocus on employee development as much as AI integrationEncourage collaboration between humans and machines
Source: chatbotsmagazine.com
UK's first proton beam machine arrives at Newport clinic - BBC News: The UK's first high-energy proton beam machine will
UK's first proton beam machine arrives at Newport clinic - BBC News: The UK's first high-energy proton beam machine will offer treatments next year, the firm behind it says.
Source: bbc.co.uk
Google rolls out new ‘smart reply’ machine-learning email software to more than 1 billion Gmail mobile users | KurzweilAI
Google rolls out new ‘smart reply’ machine-learning email software to more than 1 billion Gmail mobile users | KurzweilAI
Source: kurzweilai.net
Responding to social media posts with pictures of a cute hedgehog in a hat. When you see a post and don't quite know what
Responding to social media posts with pictures of a cute hedgehog in a hat. When you see a post and don't quite know what to say then perhaps the only option is to respond with a picture of a hedgehog in a hat. After all isn't that why the internet was invented? First of all the social media machine...
Source: tineye.com
Remote intelligence will be with us before artificial intelligence concludes Richard Baldwin in his book "The Great Convergence".
Remote intelligence will be with us before artificial intelligence concludes Richard Baldwin in his book "The Great Convergence". He proposes this future by explaining the present state of global trade in terms of three "separation costs"; transport, knowledge, and people. Transport costs fell with...
Source: amazon.co.uk
Expect Deeper and Cheaper Machine Learning: Supercharged hardware will speed up deep learning in everything from tiny devices
Expect Deeper and Cheaper Machine Learning: Supercharged hardware will speed up deep learning in everything from tiny devices to massive data centers
Source: ieee.org
Augmented reality set to overtake VR as new apps go live. "AR enthusiasts envisage the technology being used in the workplace,
Augmented reality set to overtake VR as new apps go live. "AR enthusiasts envisage the technology being used in the workplace, as well as just for fun. Factory workers could learn to use a new machine with a hands-on tutorial, architects could walk through their vision for a restored building, and police...
Source: newscientist.com
"Inside Amazon's clickworker platform: How half a million people are being paid pennies to train AI - TechRepublic: Internet
"Inside Amazon's clickworker platform: How half a million people are being paid pennies to train AI - TechRepublic: Internet platforms like Amazon Mechanical Turk let companies break jobs into smaller tasks and offer them to people across the globe. But, do they democratize work or exploit the disempowered?"...
Source: techrepublic.com
The Great A.I. Awakening. Excellent (and lengthy) article in the NY Times on Google's recent work on AI. "Apparently Google
The Great A.I. Awakening. Excellent (and lengthy) article in the NY Times on Google's recent work on AI. "Apparently Google Translate, the company’s popular machine-translation service, had suddenly and almost immeasurably improved."
Source: nytimes.com
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs:
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs: This study assesses the sensitivity and specificity of an algorithm based on deep machine learning for automated detection of diabetic retinopathy and diabetic macular edema in...
Source: jamanetwork.com
The Simple Economics of Machine Intelligence. Technological revolutions tend to involve some important activity becoming
The Simple Economics of Machine Intelligence. Technological revolutions tend to involve some important activity becoming cheap, like the cost of communication or finding information. Machine intelligence is, in its essence, a prediction technology, so the economic shift will center around a drop in the...
Source: digitopoly.org
Machine Learning Detects Diabetic Retinopathy with High Accuracy: By Joe Elia Edited by David G. Fairchild, MD, MPH, and
Machine Learning Detects Diabetic Retinopathy with High Accuracy: By Joe Elia
Edited by David G. Fairchild, MD, MPH, and Lorenzo Di Francesco, MD, FACP, FHM
A computer algorithm, based on "deep machine learning," evaluated retinal fundus photographs for … NEJM Journal Watch.
Source: jwatch.org
Python is the Growing Platform for Applied Machine Learning - Machine Learning Mastery: You should pick the right tool for
Python is the Growing Platform for Applied Machine Learning - Machine Learning Mastery: You should pick the right tool for the job. The specific predictive modeling problem that you are working on should dictate the specific programming language, libraries and even machine learning algorithms to use....
Source: machinelearningmastery.com
What AI Experts Say Smart Machines Will Do to Human Jobs: Academics and industry experts discuss how AI will affect the
What AI Experts Say Smart Machines Will Do to Human Jobs: Academics and industry experts discuss how AI will affect the workforce and how we can prepare
Source: ieee.org
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