- 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 poorly for the Internet of Sealed Boxes. (via BoingBoing)
- Pattern Classification (Github) — collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks.
- HOGWILD! (PDF) — the algorithm that Microsoft credit with the success of their Adam deep learning system.
ENTRIES TAGGED "DIY"
Data Brokers, Car Data, Pattern Classification, and Hogwild Deep Learning
Machine Learning, Deep Learning, Sewing Machines & 3D Printers, and Smart Spoons
- 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 from Sewing Machines — Sewing does not create more waste but, potentially, less, and the process of sewing is filled with opportunities for increasing one’s skills and doing it over as well as doing it yourself. What are quilts, after all, but a clever way to use every last scrap of precious fabric? (via Jenn Webb)
- Liftware — Parkinson’s-correcting spoons.
Critical Making, Torrent Filesystem, Testing Infrastructure, and Reproducible Research
- Critical Making — essays from 70 contributors looking at the politics, choices, and ethics of a lot of the makery going on.
- Continuous Integration for Infrastructure — slides on the emerging tools for large-scale automated testing integrated into development and deployment workflow.
- Implementing Reproducible Research — book by Victoria Stodden and Johanna Cohoon on tools, practices, and platforms for making science that others can verify (another step in improving velocity and quality of scientific research).
Time Series, CT Scanner, Reading List, and Origami Microscope
A backchannel look at what's on our radar.
The Radar team does a lot of sharing in the backchannel. Here’s a look at a selection of stories and innovation highlights from around the web that have caught our recent attention. Have an interesting tidbit to contribute to the conversation? Join the discussion in the comments section, send me an email or ping me on Twitter.
- Pencil — FiftyThree’s new Pencil tool is a super cool gadget that exhibits interesting technology from a software meets hardware perspective. (Via Mike Loukides)
- littleBits Synth Kit — littleBits and Korg have teamed up to bring DIY to music with a modular synthesizer kit. From John Paul Titlow on Fast Company: “Hobbyists have been doing this for many years, either through prepackaged kits or off-the-shelf components. The difference here is that no soldering or wiring is required. Each circuit piece’s magnetized and color-coded end makes them effortlessly easy to snap together and pull apart … Notably, the components of the kit are compatible with other littleBits modules, so it’s possible to build a synthesizer that integrates with other types of sensors, lights, and whatever else littleBits cooks up down the line.” (Via Jim Stogdill)
Scan Win, Watson Platform, Metal Printer, and Microcontroller Python
- Google Wins Book Scanning Case (Giga Om) — will probably be appealed, though many authors will fear it’s good money after bad tilting at the fair use windmill.
- IBM Watson To Be A Platform (IBM) — press release indicates you’ll soon be able to develop your own apps that use Watson’s machine learning and text processing.
- MiniMetalMaker (IndieGogo) — 3D printer that can print detailed objects from specially blended metal clay and fire.
- MicroPython (KickStarter) — Python for Microcontrollers.
ISS Malware, Computational Creativity, Happy Birthday Go, Built Environment for Surveillance
- ISS Enjoys Malware — Kaspersky reveals ISS had XP malware infestation before they shifted to Linux. The Gravity movie would have had more registry editing sessions if the producers had cared about FACTUAL ACCURACY.
- Big Data Approach to Computational Creativity (Arxiv) — although the “results” are a little weak (methodology for assessing creativity not described, and this sadly subjective line “professional chefs at various hotels, restaurants, and culinary schools have indicated that the system helps them explore new vistas in food”), the process and mechanism are fantastic. Bayesian surprise, crowdsourced tagged recipes, dictionaries of volatile compounds, and more. (via MIT Technology Review)
- Go at 4 — recapping four years of Go language growth.
- Las Vegas Street Lights to Record Conversations (Daily Mail) — The wireless, LED lighting, computer-operated lights are not only capable of illuminating streets, they can also play music, interact with pedestrians and are equipped with video screens, which can display police alerts, weather alerts and traffic information. The high tech lights can also stream live video of activity in the surrounding area. Technology vendor is Intellistreets. LV says, Right now our intention is not to have any cameras or recording devices. Love that “right now”. Can’t wait for malware to infest it.
Raspberry Pi MITM, Industrial Robot SDK, Cheap Mill, and Open Source State Replication in Go
- Raspberry Pi Wireless Attack Toolkit — A collection of pre-configured or automatically-configured tools that automate and ease the process of creating robust Man-in-the-middle attacks. The toolkit allows your to easily select between several attack modes and is specifically designed to be easily extendable with custom payloads, tools, and attacks. The cornerstone of this project is the ability to inject Browser Exploitation Framework Hooks into a web browser without any warnings, alarms, or alerts to the user. We accomplish this objective mainly through wireless attacks, but also have a limpet mine mode with ettercap and a few other tricks.
- Industrial Robot with SDK For Researchers (IEEE Spectrum) — $22,000 industrial robot with 7 degrees-of-freedom arms, integrated cameras, sonar, and torque sensors on every joint. [...] The Baxter research version is still running a core software system that is proprietary, not open. But on top of that the company built the SDK layer, based on ROS (Robot Operation System), and this layer is open source. In addition, there are also some libraries of low level tasks (such as joint control and positioning) that Rethink made open.
- OtherMill (Kickstarter) — An easy to use, affordable, computer controlled mill. Take all your DIY projects further with custom circuits and precision machining. (via Mike Loukides)
- go-raft (GitHub) — open source implementation of the Raft distributed consensus protocol, in Go. (via Ian Davis)
Email Triage, Pulse Detection, Big Building Data, and Raspberryduino Ardpi
- Triage — iPhone app to quickly triage your email in your downtime. See also the backstory. Awesome UI.
- Webcam Pulse Detector — I was wondering how long it would take someone to do the Eulerian video magnification in real code. Now I’m wondering how long it will take the patent-inspired takedown…
- How Microsoft Quietly Built the City of the Future — The team now collects 500 million data transactions every 24 hours, and the smart buildings software presents engineers with prioritized lists of misbehaving equipment. Algorithms can balance out the cost of a fix in terms of money and energy being wasted with other factors such as how much impact fixing it will have on employees who work in that building. Because of that kind of analysis, a lower-cost problem in a research lab with critical operations may rank higher priority-wise than a higher-cost fix that directly affects few. Almost half of the issues the system identifies can be corrected in under a minute, Smith says.
- UDOO (Kickstarter) — mini PC that could run either Android or Linux, with an Arduino-compatible board embedded. Like faster Raspberry Pi but with Arduino Due-compatible I/O.
Responding to Chinese Hacks, Quantified Self Gadget, Maker's Amazing Life, and Syrian Rebel DIY Hackery
- Administration Strategy on Mitigating the Theft of US Trade Secrets (Whitehouse, PDF) — the Chinese attacks on Facebook, NYT, and other large organisations are provoking policy responses. WSJ covers it nicely. What is this starting? (via Alex Howard)
- BodyMedia FitLink — can use this to gather caloric expenditure and sleep restfulness. (via Jonathan Brewer)
- Bend Not Break — she had an amazing life but this caught my eye in the Make review: In China, she told me, making and craftsmanship are highly revered, and under Mao, factory jobs were prized. Her experience working in Mao’s factories planted a seed in her mind that sprouted when she sought to create her own company. Rather than launch another internet-based business as was the rage at the time, she wanted to connect software to the physical world. (via Makezine)
- DIY Weapons of the Syrian Rebels (The Atlantic) — if WWII France had had X-Box controllers, they’d have been releasing remote controlled homebrew deathmobiles too.