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Four short links: 20 August 2014

By Nat Torkington
August 20, 2014

Machine Learning for Plant Properties — startup building database of plant genomics, properties, research, etc. for mining. The more familiar you are with your data and its meaning, the better your machine learning will be at suggesting fruitful lines of …

Four short links: 20 August 2014

By Nat Torkington
August 20, 2014

Machine Learning for Plant Properties — startup building database of plant genomics, properties, research, etc. for mining. The more familiar you are with your data and its meaning, the better your machine learning will be at suggesting fruitful lines of …

Four short links: 20 August 2014

By Nat Torkington
August 20, 2014

Machine Learning for Plant Properties — startup building database of plant genomics, properties, research, etc. for mining. The more familiar you are with your data and its meaning, the better your machine learning will be at suggesting fruitful lines of …

Four short links: 7 August 2014

By Nat Torkington
August 7, 2014

Material Design in the Google I/O App (Medium) — steps through design thinking as they put Google’s new design metaphor in place. I’ve been chewing on material design. It brings an internal consistency and logic to the Android world that …

Four short links: 7 August 2014

By Nat Torkington
August 7, 2014

Material Design in the Google I/O App (Medium) — steps through design thinking as they put Google’s new design metaphor in place. I’ve been chewing on material design. It brings an internal consistency and logic to the Android world that …

Four short links: 7 August 2014

By Nat Torkington
August 7, 2014

Material Design in the Google I/O App (Medium) — steps through design thinking as they put Google’s new design metaphor in place. I’ve been chewing on material design. It brings an internal consistency and logic to the Android world that …

Four short links: 24 July 2014

By Nat Torkington
July 24, 2014

Neglected Machine Learning Ideas — Perhaps my list is a “send me review articles and book suggestions” cry for help, but perhaps it is useful to others as an overview of neat things. First Crowdfunded Book on Booker Shortlist — …

Four short links: 24 July 2014

By Nat Torkington
July 24, 2014

Neglected Machine Learning Ideas — Perhaps my list is a “send me review articles and book suggestions” cry for help, but perhaps it is useful to others as an overview of neat things. First Crowdfunded Book on Booker Shortlist — …

Four short links: 24 July 2014

By Nat Torkington
July 24, 2014

Neglected Machine Learning Ideas — Perhaps my list is a “send me review articles and book suggestions” cry for help, but perhaps it is useful to others as an overview of neat things. First Crowdfunded Book on Booker Shortlist — …

How to build and run your first deep learning network

By Pete Warden
July 23, 2014

When I first became interested in using deep learning for computer vision I found it hard to get started. There were only a couple of open source projects available, they had little documentation, were very experimental, and relied on a …

How to build and run your first deep learning network

By Pete Warden
July 23, 2014

When I first became interested in using deep learning for computer vision I found it hard to get started. There were only a couple of open source projects available, they had little documentation, were very experimental, and relied on a …

How to build and run your first deep learning network

By Pete Warden
July 23, 2014

When I first became interested in using deep learning for computer vision I found it hard to get started. There were only a couple of open source projects available, they had little documentation, were very experimental, and relied on a …

Four short links: 21 July 2014

By Nat Torkington
July 21, 2014

nupic (github) -GPL v3-licensed ode from Numenta, at last. See their patent position. Robocup — soccer robotics contest, condition of entry is that all codes are open sourced after the contest. (via The Economist) Security Data Science Paper Collection — …

Four short links: 21 July 2014

By Nat Torkington
July 21, 2014

nupic (github) -GPL v3-licensed ode from Numenta, at last. See their patent position. Robocup — soccer robotics contest, condition of entry is that all codes are open sourced after the contest. (via The Economist) Security Data Science Paper Collection — …

Four short links: 21 July 2014

By Nat Torkington
July 21, 2014

nupic (github) -GPL v3-licensed ode from Numenta, at last. See their patent position. Robocup — soccer robotics contest, condition of entry is that all codes are open sourced after the contest. (via The Economist) Security Data Science Paper Collection — …

A good nudge trumps a good prediction

By Simon Chan
July 17, 2014

Editor’s note: this is part of our investigation into analytic models and best practices for their selection, deployment, and evaluation. We all know that a working predictive model is a powerful business weapon. By translating data into insights and subsequent …

A good nudge trumps a good prediction

By Simon Chan
July 17, 2014

Editor’s note: this is part of our investigation into analytic models and best practices for their selection, deployment, and evaluation. We all know that a working predictive model is a powerful business weapon. By translating data into insights and subsequent …

A good nudge trumps a good prediction

By Simon Chan
July 17, 2014

Editor’s note: this is part of our investigation into analytic models and best practices for their selection, deployment, and evaluation. We all know that a working predictive model is a powerful business weapon. By translating data into insights and subsequent …

Four short links: 15 July 2014

By Nat Torkington
July 15, 2014

Inside Data Brokers — very readable explanation of the data brokers and how their information is used to track advertising effectiveness. Elon, I Want My Data! — Telsa don’t give you access to the data that your cars collects. Bodes …

Four short links: 15 July 2014

By Nat Torkington
July 15, 2014

Inside Data Brokers — very readable explanation of the data brokers and how their information is used to track advertising effectiveness. Elon, I Want My Data! — Telsa don’t give you access to the data that your cars collects. Bodes …

Four short links: 15 July 2014

By Nat Torkington
July 15, 2014

Inside Data Brokers — very readable explanation of the data brokers and how their information is used to track advertising effectiveness. Elon, I Want My Data! — Telsa don’t give you access to the data that your cars collects. Bodes …

Four short links: 14 July 2014

By Nat Torkington
July 14, 2014

Handheld Scanners Attack — shipping and logistics operations compromised by handheld scanners running malware-infested Windows XP. Adventures in Cognitive Biases (MIT) — web adventure to build your cognitive defences against biases. Quoc Le’s Lectures on Deep Learning — Machine Learning …

Four short links: 14 July 2014

By Nat Torkington
July 14, 2014

Handheld Scanners Attack — shipping and logistics operations compromised by handheld scanners running malware-infested Windows XP. Adventures in Cognitive Biases (MIT) — web adventure to build your cognitive defences against biases. Quoc Le’s Lectures on Deep Learning — Machine Learning …

Four short links: 14 July 2014

By Nat Torkington
July 14, 2014

Handheld Scanners Attack — shipping and logistics operations compromised by handheld scanners running malware-infested Windows XP. Adventures in Cognitive Biases (MIT) — web adventure to build your cognitive defences against biases. Quoc Le’s Lectures on Deep Learning — Machine Learning …

What is deep learning, and why should you care?

By Pete Warden
July 10, 2014

Editor’s note: this post is part of our Intelligence Matters investigation. When I first ran across the results in the Kaggle image-recognition competitions, I didn’t believe them. I’ve spent years working with machine vision, and the reported accuracy on tricky …

What is deep learning, and why should you care?

By Pete Warden
July 10, 2014

Editor’s note: this post is part of our Intelligence Matters investigation. When I first ran across the results in the Kaggle image-recognition competitions, I didn’t believe them. I’ve spent years working with machine vision, and the reported accuracy on tricky …

What is deep learning, and why should you care?

By Pete Warden
July 10, 2014

Editor’s note: this post is part of our Intelligence Matters investigation. When I first ran across the results in the Kaggle image-recognition competitions, I didn’t believe them. I’ve spent years working with machine vision, and the reported accuracy on tricky …

Four short links: 1 July 2014

By Nat Torkington
July 1, 2014

word2vec — This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research. From Google Research …

Four short links: 1 July 2014

By Nat Torkington
July 1, 2014

word2vec — This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research. From Google Research …

Four short links: 1 July 2014

By Nat Torkington
July 1, 2014

word2vec — This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research. From Google Research …

The Course is Ours to Plot. Right Now.

By Kerry Beck
June 21, 2014

I can’t remember exactly when this whole thing started. Maybe it’s in my Hawaiian DNA. Maybe it happened when I was a kid at Disneyland coveting the just-out-of-reach treasure of The Pirates of the Caribbean. It could have been after reading Robinson Crusoe in college. Maybe it was all of that, but for whatever reason, …

The post The Course is Ours to Plot. Right Now. appeared first on O'Reilly School of Technology.

Open teaching stacks help us teach at scale

By Elliott Hauser
June 19, 2014

Elliott Hauser is CEO of Trinket, a startup focused on creating open sourced teaching materials. He is also a Python instructor at UNC Chapel Hill. Well-developed tools for teaching are crucial to the spread of open source software and programming …

Open teaching stacks help us teach at scale

By Elliott Hauser
June 19, 2014

Elliott Hauser is CEO of Trinket, a startup focused on creating open sourced teaching materials. He is also a Python instructor at UNC Chapel Hill. Well-developed tools for teaching are crucial to the spread of open source software and programming …

Open teaching stacks help us teach at scale

By Elliott Hauser
June 19, 2014

Elliott Hauser is CEO of Trinket, a startup focused on creating open sourced teaching materials. He is also a Python instructor at UNC Chapel Hill. Well-developed tools for teaching are crucial to the spread of open source software and programming …

Four short links: 16 June 2014

By Nat Torkington
June 17, 2014

Quick DT — open source (Java) decision tree learner. Revealing Hidden Changes to Supreme Court Opinions — WHEREAS, It is now well-documented that the Supreme Court of the United States makes changes to its opinions after the opinion is published; …

Four short links: 16 June 2014

By Nat Torkington
June 17, 2014

Quick DT — open source (Java) decision tree learner. Revealing Hidden Changes to Supreme Court Opinions — WHEREAS, It is now well-documented that the Supreme Court of the United States makes changes to its opinions after the opinion is published; …

Four short links: 16 June 2014

By Nat Torkington
June 16, 2014

Quick DT — open source (Java) decision tree learner. Revealing Hidden Changes to Supreme Court Opinions — WHEREAS, It is now well-documented that the Supreme Court of the United States makes changes to its opinions after the opinion is published; …

Open teaching stacks help us teach at scale

By Elliott Hauser
June 13, 2014

Elliott Hauser is CEO of Trinket, a startup focused on creating open sourced teaching materials. He is also a Python instructor at UNC Chapel Hill. Well-developed tools for teaching are crucial to the spread of open source software and programming …

Four short links: 10 June 2014

By Nat Torkington
June 10, 2014

Trusting Browser Code (Tim Bray) — on the fundamental weakness of the ‘net as manifest in the browser. Deep Learning in the Raspberry Pi (Pete Warden) — $30 now gets you a computer you can run deep learning algorithms on. …

Four short links: 10 June 2014

By Nat Torkington
June 10, 2014

Trusting Browser Code (Tim Bray) — on the fundamental weakness of the ‘net as manifest in the browser. Deep Learning in the Raspberry Pi (Pete Warden) — $30 now gets you a computer you can run deep learning algorithms on. …

Four short links: 3 June 2014

By Nat Torkington
June 3, 2014

Machine Learning Done Wrong — [M]ost practitioners pick the modeling algorithm they are most familiar with rather than pick the one which best suits the data. In this post, I would like to share some common mistakes (the don’t-s). Bandits …

Four short links: 26 May 2014

By Nat Torkington
May 23, 2014

Car Alarms and Smoke Alarms (Slideshare) — how to think about and draw the line between sensitivity and specificity. 101 Uses for Content Mining — between the list in the post and the comments from readers, it’s a good introduction …

Four short links: 20 May 2014

By Nat Torkington
May 20, 2014

Basics of Machine Learning Course Notes — slides and audio from university course. Watch along on YouTube. A Primer on Deep Learning — a very quick catch-up on WTF this is all about. 3D Printers Have a Lot to Learn …

Welcome to Intelligence Matters

By Ben Lorica
May 15, 2014

Editor’s note: this post originally appeared on the O’Reilly Radar blog and was co-authored by Ben Lorica and Roger Magoulas Today we’re kicking off Intelligence Matters (IM), a new series exploring current issues in artificial intelligence, including the connection between …

Four short links: 14 May 2014

By Nat Torkington
May 13, 2014

Data Jujitsu — new O’Reilly Radar report by the wonderful DJ Patil about the exploration and problem solving part of data science. Me gusta. Style Finder: Fine-Grained Clothing Style Recognition and Retrieval (PDF) — eBay labs machine learning, featuring the …

Four short links: 13 May 2014

By Nat Torkington
May 11, 2014

Reverse Engineering for Beginners (GitHub) — from assembly language through stack overflows, dongles, and more. Incident Response at Heroku — the difference between good and bad shops is that good shops have a routine for exceptions. 3D Petrie Museum — …

Four short links: 9 May 2014

By Nat Torkington
May 8, 2014

Hardening Android for Security and Privacy — a brilliant project! prototype of a secure, full-featured, Android telecommunications device with full Tor support, individual application firewalling, true cell network baseband isolation, and optional ZRTP encrypted voice and video support. ZRTP does …

Fun, functional, and teachable?

By Simon St. Laurent
April 24, 2014

I was delighted to talk with Dave Thomas, co-founder of the The Pragmatic Programmers and author of their in-progress Programming Elixir. I’m writing Introducing Elixir for O’Reilly, and we both seem to be enjoying the progress of the language. I …

Four short links: 9 April 2014

By Nat Torkington
April 9, 2014

Jasper Project — an open source platform for developing always-on, voice-controlled applications. Shouting is the new swiping—I eagerly await Gartner touting the Internet-of-things-that-misunderstand-you. DeepBeliefSDK — deep neural network library for iOS. (via Pete Warden) Microsoft Spectrum Observatory — crowdsourcing spectrum …

Formulating Elixir

By Simon St. Laurent
March 28, 2014

I was delighted to sit down with Jose Valim, the creator of Elixir, earlier this month. He and Dave Thomas had just given a brave keynote exploring the barriers that keep people from taking advantage of Erlang’s many superpowers, challenging …


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