Machine Learning

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Machine learning in bioinformatics | Briefings in Bioinformatics

This article reviews machine learning methods for bioinformatics. It presents modelling methods, such as supervised classification, clustering and …

Data Science

AI implications: Engineer's model lays groundwork for machine-learning device

In what could be a small step for science potentially leading to a breakthrough, an engineer at Washington University in St. Louis has taken steps …

Machine Learning

Computer Approaches Human Skill for First Time in Mapping Brain

Washington State University researchers have developed a computer algorithm that can accurately map brain networks from electronic microscopy images.

Neuroscience

Python Data Science Handbook | Python Data Science Handbook

This website contains the full text of the Python Data Science Handbook by Jake VanderPlas; the content is available on GitHub in the form of Jupyter …

Data Science

This AI Can Produce New Anime Characters That Look Exactly How You Want

Designing a whole new anime character is hard, even if they’re just in the background. However, artificial intelligence might make the process of …

Anime

KDnuggets™ News 17:n31, Aug 16: Data Science Primer: Basic Concepts for Beginners; Poll: Python vs R: What did you use in 2016-17?

<b>Previous post</b><p>Tags: AI, Convolutional Neural Networks, Image Recognition, Machine Learning, Predictive Models, Support Vector Machines<p>Also: What …

Machine Learning

Dominate your 2017 Fantasy Football League with Artificial Intelligence and Machine Learning

August is just around the corner which means back-to-school shopping specials and more importantly — fantasy football drafts!<p>I can still recall …

Machine Learning

Research Papers - MIT Sloan Analytics Conference

presented by<p><b>Overview</b><p>Every year, the MIT Sloan Sports Analytics Conference Research Paper Competition brings exciting and innovative insight and …

Transfer Learning - Machine Learning's Next Frontier

Table of contents:<p>What is Transfer Learning?<p>Why Transfer Learning Now?<p>A Definition of Transfer Learning<p>Transfer Learning Scenarios<p>Applications of …

Machine Learning

TensorFlow Tutorial For Beginners

Deep learning is a subfield of machine learning that is a set of algorithms that is inspired by the structure and function of the brain.<p>TensorFlow is …

Deep Learning

The Secret to AI Could be Little-Known Transfer Learning

As more enterprises discover AI-based business applications, the concept of transfer learning could help to level the playing field.<p>Consumers have …

Machine Learning

Data Science Simplified Part 4: Simple Linear Regression Models

In the previous posts of this series, we discussed the concepts of statistical learning and hypothesis testing. In this article, we dive into linear …

Data Science

DeepMind developing an artificial intelligence with imagination

DeepMind, a British artificial intelligence firm acquired by Google in 2014, is building an AI capable of “imagination” and understanding the consequences of previous actions.<p>In two research papers submitted last week, DeepMind describes how the AI would be able to “construct a plan” and remember …

Artificial Intelligence

Google tested its AI by having it fine tune chocolate chip cookie recipes

After programmers build an AI algorithm, they need to help it learn from data. But since recently-fashionable deep neural networks are too complex for even their creators to understand exactly how they learn, programmers are left fine-tuning through trial-and-error adjustments, a potentially …

Dessert

Researchers use AI to monitor hospital staff hygiene

Hospital-acquired infections are a pesky problem and around one in 25 hospital patients have at least one healthcare-associated illness at any given time. To combat this issue, a research team based at Stanford University turned to depth cameras and computer vision to observe activity on hospital …

Disease

AI paints cityscape that blurs the line between code and art

Researchers have created AI that can render fictional street scenes based on human requests. The scientists load in a “paint by numbers” kind of template, and the computer outputs a dreamy display which rivals the graphics of the current generation of video games.<p>Qifeng Chen, co-author of the …

Grand Theft Auto

How Moss Helped Machine Vision Overcome an Achilles’ Heel - MIT Technology Review

In recent years, deep-learning algorithms have revolutionized the way machines recognize objects. State-of-the-art algorithms easily outperform …

Machine Learning

AWS launches data security service called Macie with machine learning | ZDNet

Macie is AWS' managed service designed to protect sensitive data across S3 with more data repositories to follow.<p>Amazon Web Services has launched a …

Machine Learning

MIT’s new AI can keep streaming video from buffering

Buffering and pixelation are the scourge of streaming video. It ruins the experience for viewers, robs advertisers of revenue as said viewers tune out, and causes technical headaches for streaming services which have to engineer solutions. But a new neural network AI from MIT CSAIL may be just what …

Televisions

The Fundamental Limits of Machine Learning - Facts So Romantic

A few months ago, my aunt sent her colleagues an email with the subject, “Math Problem! What is the answer?” It contained a deceptively simple puzzle:<p>…

Machine Learning

Automated deep learning – finding the right model is half the battle

Think AI as a general topic is rocket science? Try building deep learning models for niche applications. We look at Automation for deep learning as a …

Machine Learning

DARPA researchers want to know how and why machine learning algorithms get it wrong

David Gunning, the program manager at DARPA overseeing the project, explained in a Wall Street Journal interview that understanding how complex …

Machine Learning

Google's DeepMind is teaching its artificial intelligence how to sleep

Google has been pretty far ahead of the curve when it comes to its artificial intelligence research. The world was shocked when its AI beat a top human player at the game of Go. More recently the company taught AI to use imagination and make predictions. The latest trick in Google's …

Artificial Intelligence

Who will win the Premier League? Data analysis says... Tottenham

Ignore the bookies, put aside club loyalties, data-crunching algorithms are the best way to predict the Premier League<p>Put emotional attachments and …

English Premier League

A Brief Introduction to Machine Learning

Before jumping directly into what exactly machine learning is, let's starts with the meaning of the individual words. This may seem obvious, but it's …

Machine Learning

Using AI to Super Compress Images

Data driven algorithms like neural networks have taken the world by storm. They recent surge is due to several factors, including cheap and powerful …

Deep Learning

AI is targeting some of the world’s biggest problems: homelessness, terrorism, and extinction

Making AI models at the University of Southern California (USC) Center for AI in Society does not involve a clean, sorted dataset. Sometimes it means interviewing homeless youth in Los Angeles to map human social networks. Sometimes it involves going to Uganda for better conservation of endangered …

Sustainable Development Goals

Perfecto brings automation to voice apps and virtual assistants

Chatbots are one area of innovation that is driving and changing engagement for digital experiences, and a number of customers and others in the …

Chatbots

Deep learning could discover new plant species hidden in centuries of herbarium data

Machine learning techniques excel at doing a good-enough job quickly in situations where there’s lots of data to grind through. It turns out that’s a great fit for backlogs of plant samples at herbariums and other repositories around the world, which have millions of the things waiting to be …

Machine Learning