ENTRIES TAGGED "education"
Remote Work, Raspberry Pi Code Machine, Low-Latency Data Processing, and Probabilistic Table Parsing
- Fog Creek’s Remote Work Policy — In the absence of new information, the assumption is that you’re producing. When you step outside the HQ work environment, you should flip that burden of proof. The burden is on you to show that you’re being productive. Is that because we don’t trust you? No. It’s because a few normal ways of staying involved (face time, informal chats, lunch) have been removed.
- MillWheel (PDF) — a framework for building low-latency data-processing applications that is widely used at Google. Users specify a directed computation graph and application code for individual nodes, and the system manages persistent state and the continuous ﬂow of records, all within the envelope of the framework’s fault-tolerance guarantees. From Google Research.
- Probabilistic Scraping of Plain Text Tables — the method leverages topological understanding of tables, encodes it declaratively into a mixed integer/linear program, and integrates weak probabilistic signals to classify the whole table in one go (at sub second speeds). This method can be used for any kind of classification where you have strong logical constraints but noisy data.
PaaS Vendors, Educational MMO, Changing Culture, Data Mythologies
- Amazon Compute Numbers (ReadWrite) — AWS offers five times the utilized compute capacity of each of its other 14 top competitors—combined. (via Matt Asay)
- MIT Educational MMO — The initial phase will cover topics in biology, algebra, geometry, probability, and statistics, providing students with a collaborative, social experience in a systems-based game world where they can explore how the world works and discover important scientific concepts. (via KQED)
- Changing Norms (Atul Gawande) — neither penalties nor incentives achieve what we’re really after: a system and a culture where X is what people do, day in and day out, even when no one is watching. “You must” rewards mere compliance. Getting to “X is what we do” means establishing X as the norm.
- The Mythologies of Big Data (YouTube) — Kate Crawford at UC Berkeley iSchool. The six months: ‘Big data are new’, ‘Big data is objective’, ‘Big data don’t discriminate’, ‘Big data makes cities smart’, ‘Big data is anonymous’, ‘You can opt out of big data’. (via Sam Kinsley)
NSA Crypto, Web Traps, Learn by Doing, and Distributed Testing
- On the NSA — intelligent unpacking of what the NSA crypto-weakening allegations mean.
- Overview of the 2013 OWASP Top 10 — rundown of web evil to avoid. (via Ecryption)
- Easy 6502 — teaches 6502 assembler, with an emulator built into the book. This is what programming non-fiction books will look like in the future.
- Kochiku — distributing automated test suites for faster validation in continuous integration.
Big Diner, Fab Future, Browser Crypto, and STEM Crisis Questioned
- In Search of the Optimal Cheeseburger (Hilary Mason) — playing with NYC menu data. There are 5,247 cheeseburgers you can order in Manhattan. Her Ignite talk from Ignite NYC15.
- James Burke Predicting the Future — spoiler: massive disruption from nano-scale personal fabbing.
- The STEM Crisis is a Myth (IEEE Spectrum) — Every year U.S. schools grant more STEM degrees than there are available jobs. When you factor in H-1B visa holders, existing STEM degree holders, and the like, it’s hard to make a case that there’s a STEM labor shortage.
Bezos on Business, CS Ratios, Easier Hadoopery, and AWS CLI
- Bezos at the Post (Washington Post) — “All businesses need to be young forever. If your customer base ages with you, you’re Woolworth’s,” added Bezos.[...] “The number one rule has to be: Don’t be boring.” (via Julie Starr)
- How Carnegie-Mellon Increased Women in Computer Science to 42% — outreach, admissions based on potential not existing advantage, making CS classes practical from the start, and peer support.
- Summingbird (Github) — Twitter open-sourced library that lets you write streaming MapReduce programs that look like native Scala or Java collection transformations and execute them on a number of well-known distributed MapReduce platforms like Storm and Scalding.
- aws-cli (Github) — commandline for Amazon Web Services. (via AWS Blog)
Fanout Architectures, In-Browser Emulation, Paean to Programmability, and Social Hardware
- Achieving Rapid Response Times in Large Online Services (PDF) — slides from a talk by Jeff Dean on fanout architectures. (via Alex Dong)
- Go Ahead, Mess with Texas Instruments (The Atlantic) — School typically assumes that answers fall neatly into categories of “right” and “wrong.” As a conventional tool for computing “right” answers, calculators often legitimize this idea; the calculator solves problems, gives answers. But once an endorsed, conventional calculator becomes a subversive, programmable computer it destabilizes this polarity. Programming undermines the distinction between “right” and “wrong” by emphasizing the fluidity between the two. In programming, there is no “right” answer. Sure, a program might not compile or run, but making it offers multiple pathways to success, many of which are only discovered through a series of generative failures. Programming does not reify “rightness;” instead, it orients the programmer toward intentional reading, debugging, and refining of language to ensure clarity.
- When A Spouse Puts On Google Glass (NY Times) — Google Glass made me realize how comparably social mobile phones are. [...] People gather around phones to watch YouTube videos or look at a funny tweet together or jointly analyze a text from a friend. With Glass, there was no such sharing.
- Juju — Canonical’s cloud orchestration software, intended to be a peer of chef and puppet. (via svrn)
- Cultural Heritage Symbols — workshopped icons to indicate interactives, big data, makerspaces, etc. (via Courtney Johnston)
- Quinn Norton: Students as Hackers (EdTalks) — if you really want to understand the future, don’t look at how people are looking at technology, look at how they are misusing technology.
DEFCON Doco, Global-Scale Networks, Media Goblin, and TCP/IP Legos
- DEFCON Documentary — free download, I’m looking forward to watching it on the flight back to NZ.
- Global-Scale Systems — botnets as example of the scale of networks and systems we’ll have to build but don’t have experience in.
- MediaGoblin — GNU project to build a decentralized alternative to Flickr, YouTube, SoundCloud, etc.
- Teaching TCP/IP Headers with Legos — genius. (via BoingBoing)
Toxic Behaviour, Encryption Deception, Foursquare Strategy, and Problem-First Learning
- Toxic Behaviour — only 5% of toxic behavior comes from toxic people; 77% of it comes from people who are usually good.
- More Encryption Is Not The Solution (Poul-Henning Kamp) — To an intelligence agency, a well-thought-out weakness can easily be worth a cover identity and five years of salary to a top-notch programmer. Anybody who puts in five good years on an open source project can get away with inserting a patch that “on further inspection might not be optimal.”
- On Location With Foursquare (Anil Dash) — Foursquare switched from primarily being concerned with the game-based rewards around engagement and the recording of people’s whereabouts to a broader mission that builds on that base to be about location as a core capability of the Internet.
- The Flipped Flipped Classroom — the “exploration first” model is a better way to learn. You cannot have the answers before you think of the questions. (via Karl Fisch)
Location Data, Online Science, Mythbusting for Education, and Cheap Music For All
- Reading Runes in Animal Movement (YouTube) — accessible TEDxRiverTawe 2013 talk by Professor Rory Wilson, on his work tracking movements of animals in time and space. The value comes from high-resolution time series data: many samples/second, very granular.
- Best Science Writing Online 2012 (Amazon) — edited collection of the best blog posts on science from 2012. Some very good science writing happening online.
- Designing Effective Multimedia for Physics Education (PDF) — Derek Muller’s PhD thesis, summarised as “mythbusting beats lectures, hands down”. See also his TED@Sydney talk.
- Melomics — royalty-free computer-generated music, all genres, for sale (genius business model). Academic spinoff from Dr. Francisco J. Vico’s work at UMA in Spain.