2014년 12월 7일 일요일

Data Today: Facebook’s Top Data Challenges (+ more)

Amazon & Google's present may be your future.  View in browser > 
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O'Reilly DataNewsletter

1. Facebook's Top Open Data Problems

Here’s what Facebook considers their biggest open data challenges.

2. Reconstructing Weather

Volunteers are digitizing weather reports from old naval logbooks so climate scientists can create "a three-dimensional computer simulation that will provide a continuous, century-and-a-half-long profile of the entire planet's climate over time."

3. The Dark Market for Data

Are you the victim of sexual assault? Do you have a sexually transmitted disease, AIDS, dementia, or Alzheimers? Were you ever accused of a crime? Are you impotent or depressed, or just exceptionally gullible? If so, you're probably on a list.

4. Dr. Watson

The Watson Analytics cognitive computing platform is now helping doctors uncover the genetic markers for certain cancers, so they can formulate more effective individual treatments.

5. Managing Schemas

Schemas will inevitably change. Gwen Shapira explores Apache Avro as an elegant solution.
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6. The Amazon/Google Data Bellwether

Neo Technology CEO Emil Eifrem advises: look at what Amazon and Google are doing with data. It may be your future.

7. Last Chance: Strata + Hadoop World Barcelona

Strata + Hadoop World is coming to Barcelona 19-21 Nov. If you were planning to come, register now: Strata + Hadoop World frequently sells out, and you'll save 100€ over the on-site price by registering in advance.

Also a bit of news: The first Developer Certification for Apache Spark takes place at Strata + Hadoop World in Barcelona on Thursday, 20 November. Learn more about Spark certification.
Register for Strata + Hadoop World Barcelona →

8. Collaborative Filtering at LinkedIn

This paper, on LinkedIn’s horizontal collaborative filtering infrastructure,provides insight on lessons learned about context and presentation of recommendation as well as interesting tidbits including: design has the largest ROI, data engineering is second, and algorithms last. (via Four Short Links.)

9. Average Salaries for Data Developers

Here's an infographic on average data development salaries, most resume-enhancing languages, and most popular dashboards.

10. Freebie of the Week

Fast Data & Enterprise DataA free O’Reilly ebook, Fast Data and the New Enterprise Data Architecture, describes an imminent shift in real-time applications and the data architecture they require. Thanks to VoltDB for sponsoring this week's free download.
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