Machine Learning

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Rajat Monga: Deep Learning with TensorFlow

TensorFlow has enabled cutting-edge machine learning research at the top AI labs in the world. At the same time it has made the technology accessible to a large audience leading to some amazing uses. TensorFlow is used for classification, recommendation, text parsing, sentiment analysis and more. …

Software Engineering

MIT's New AI System: How It Learns By Surfing The Internet

Researchers from the Massachusetts Institute of Technology recently presented their new artificially intelligent system that can fill the information …

Computer Science

Neural Network Algorithm

This post is a token of gratitude to Andrew Ng at Stanford University. I’ve learned a lot of fascinating concepts and practical skills from his …

Data Science

Kaggle Python Tutorial on Machine Learning

Open Course Description<p>Always wanted to compete in a Kaggle competition but not sure you have the right skillset? This interactive tutorial by Kaggle …

How-To's

5 Machine Learning Projects You Can No Longer Overlook, January

<b>By Matthew Mayo, KDnuggets.</b><p>Previous instalments of "5 Machine Learning Projects You Can No Longer Overlook" brought to light a number of lesser-known …

Software Engineering

Stan 2.14 released for R and Python; fixes bug with sampler - Statistical Modeling, Causal Inference, and Social Science

Stan 2.14 is out and it fixes the sampler bug in Stan versions 2.10 through 2.13.<p><b>Critical update</b><p>It’s critical to update to Stan 2.14. See:<p>The other …

Software Engineering

Foundations of Machine Learning Boot Camp

The Boot Camp is intended to acquaint program participants with the key themes of the program. It will consist of five days of tutorial …

Boot Camp

Gaze Inside The Mind Of Artificial Intelligence With This Neural Network Visualizer

It's not so scary after all<p>Even aside from the fear that evil A.I.s will take over the world, the field of artificial intelligence can be daunting to outsiders. Facebook's director of artificial intelligence, Yann LeCun, uses the analogy that A.I. is a black box with a million knobs; the inner …

Deep learning could predict car trouble before you notice it

Ultrasonic microphones can detect aberrations in mechanical sounds and alert the operator before a problem happens.<p>Trying to replicate the sounds your car is making to the mechanic you're talking to is equal parts frustrating and embarrassing. But neural networks could put your best "worn out wheel …

Computer Science

MIT Sloan professor uses machine learning to design crime prediction models

<b>CAMBRIDGE, Mass., April 23, 2015 –</b>In the U.S., a minority of individuals commit the majority of the crimes. Currently, about two-thirds of released …

MIT

Beginners Guide: Apache Spark Machine Learning with Large Data

<b>By Dmitry Petrov, FullStackML</b>.<p>What if you want to create a machine learning model but realized that your input dataset doesn't fit your computer …

Software Engineering

Artificial Intelligence to Generate New Cancer Drugs on Demand

Scientists at the Pharmaceutical Artificial Intelligence (pharma.AI) group of Insilico Medicine, Inc, today announced the publication of a seminal …

Life Sciences

Ordering Categories within ggplot2 Facets

(This article was first published on <b>R – TRinker's R Blog</b>, and kindly contributed to R-bloggers)<p>I saw Simon Jackson’s recent blog post regarding …

IT

Machine Learning is Fun Part 6: How to do Speech Recognition with Deep Learning

<i>Side Note: Check out</i> <i>Part 1</i><i>,</i> <i>Part 2</i><i>,</i> <i>Part 3</i><i>,</i> <i>Part 4</i> <i>and</i> <i>Part 5</i> <i>for more Machine Learning fun.</i><p>Speech recognition is invading our lives. It’s built into our …

Artificial Intelligence

Self-Organizing Maps with Google’s TensorFlow

[This post assumes that you know the basics of Google’s TensorFlow library. If you don’t, have a look at my earlier post to get started.]A</b> …

Software Engineering

Machine learning will make sure no one steals your logo

A computer's ability to accurately identify images is a white whale for many technology companies, from Baidu to Google.<p>One Australian startup has found a corner of the market to dominate, winning contracts with the European Union Intellectual Property Office (EUIPO) and IP Australia for algorithms …

Logos

5 Free Data Science eBooks For Your Summer Reading List

Going somewhere nice for your summer holidays? Somewhere with a nice beach perhaps – Goa, Grand Cayman or Grimsby? Or a bustling city break? Wherever …

Data Science

Microsoft researchers make major breakthroughs in machine learning

Machine learning has quickly become an indispensable tool for developing technology that consumers and businesses want, need and love. It’s the basis …

Google's AI just created its own universal 'language'

The technology used in Google Translate can identify hidden material between languages to create what's known as interlingua<p>Google has previously taught its artificial intelligence to play games, and it's even capable of creating its own encryption. Now, its language translation tool has used …

Amazon Has Chosen This Framework to Guide Deep Learning Strategy

As artificial intelligence advances, the goal for modern tech companies is to build AI software that thinks for itself without human …

Amazon

The Deep Learning & Artificial Intelligence Introductory Bundle

Deep Learning is being used to help power and develop some of the latest technologies and you can learn the technology with our Deep Learning & …

An Attempt to Understand Boosting Algorithm(s)

(This article was first published on <b>Freakonometrics » R-english</b>, and kindly contributed to R-bloggers)<p>Tuesday, at the annual meeting of the French …

A Human’s Guide to Machine Learning

I have a challenge for you.<p>In a few seconds, I want you to <b>stop reading this article, and follow the instructions below.</b><p>Here you go:<p>I hope my point is …

Google’s AI Experiments help you understand neural networks by playing with them

Google’s work in machine learning and artificial intelligence is often interesting, but it can be a bit academic. People like to get their hands on these things — as much as you can, anyway, with something intangible. To that end, Google is collecting a bunch of little demonstrations of this …

Easy Cross Validation in R with `modelr`

Data and the Model<p>For this example, I’m going to use the cars dataset from the caret package. It looks like this:<p>We want to build a model to predict …

R Language

Microsoft Debuts Machine Learning To Optimize Content, Ads, Ecommerce

Microsoft Research has been working on building technology that analyzes site visitor's behaviors to optimizes content, pricing and ad serving in …

datadr

Introduction<p>Background<p>This tutorial covers an implementation of Divide and Recombine (D&R) in the R statistical programming environment, via an R …