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Airbnb Is Running Its Own Internal University To Teach Data Science (techcrunch.com)

In an effort to fill the demand for trained data scientists, Airbnb will be running its own university-style program, complete with a custom course-numbering system. Since traditional online programs like Coursera and Udacity weren't getting the job done because they weren't tailored to Airbnb's internal data and tools, the company "decided to design a bunch of courses of its own around three levels of instruction for different employee needs," reports TechCrunch. From the report: 100-level classes on data-informed decision making have been designed to be applicable to all teams, including human resources and business development. Middle-tier classes on SQL and Superset have enabled some non-technical employees to take on roles as project managers, and more intensive courses on Python and machine learning have helped engineers brush up on necessary skills for projects. Since launching the program in Q3 2016, Airbnb has seen the weekly active users of its internal data science tools rise from 30 to 45 percent. A total of 500 Airbnb employees have taken at least one class -- and Airbnb has yet to expand the program to all 22 of its offices.

32 comments

  1. about time by Anonymous Coward · · Score: 0

    imho this is how it should be

  2. Lots of big companies have similar by Anonymous Coward · · Score: 0

    An in-house "university" featuring of an in-house catalog of courses, mostly online but maybe with some classroom mixed in. When I was at IBM, the quality of some of the 'courses' I tried was pretty poor, much worse than Coursera. But it's not like Airbnb just invented the idea.

  3. Call me ignorant but.. by fluffernutter · · Score: 1

    What is 'data science' ?

    --
    Laws are rules for the court, but merely a bottom bar to hit for life. Think beyond laws in your actions always.
    1. Re:Call me ignorant but.. by Frosty+Piss · · Score: 1

      What is 'data science' ?

      How to leverage "Big Data" to drive sales?

      --
      If you want news from today, you have to come back tomorrow.
    2. Re:Call me ignorant but.. by Anonymous Coward · · Score: 1

      Here's an example: What are the most popular programming languages today, and which ones are 'hot' (gaining traction)?

      If you were given that assignment (and your answer couldn't be a link to someone else's analysis), think of the steps you'd have to go through to come up with the answer, particularly if the results weren't merely for entertainment and trolling. Let's say the assignment came from Tim O'Reilly so he could figure out what books to publish over the next year. But you don't have the time or money to commission a survey of programmers, and you couldn't find results of any such survey on the web. You found plenty of sources of raw, transaction-level data (github commits, stackoverflow posts, etc). though.

      That's data science.

    3. Re:Call me ignorant but.. by Jzanu · · Score: 5, Insightful

      Basically it is a new name for statistics done by computer scientists who don't understand sampling or any theory for the models they are applying. That means most real requirements of those models aren't addressed unless a statistician later looks over their work. There are some add-ons however, and things like cross-validation while logical extensions of the underlying models are typically done with computational tools. The focus is typically on web scrapping with poor consideration for the types of errors that exist, and a large part of faith based belief in a fake census style approach to obtaining meaning from whatever data is gathered.

    4. Re:Call me ignorant but.. by ark1 · · Score: 5, Funny

      "A data scientist is a statistician who lives in San Francisco"

    5. Re:Call me ignorant but.. by Actually,+I+do+RTFA · · Score: 4, Insightful

      What is 'data science' ?

      Statistics when your sample size is your population.

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      Your ad here. Ask me how!
    6. Re:Call me ignorant but.. by fluffernutter · · Score: 1

      I guess I don't understand what a company like Air BnB would want with specialists like that. I thought it would be up to the house owners to figure out what the demographics are.

      --
      Laws are rules for the court, but merely a bottom bar to hit for life. Think beyond laws in your actions always.
    7. Re:Call me ignorant but.. by Anonymous Coward · · Score: 0

      A data scientist is a statistician who lives in San Francisco

      and eats artisinal toast.

    8. Re:Call me ignorant but.. by doom · · Score: 1

      Data Science is a collection of highly scientific techniques for convincing companies your ads are totally worth buying. The truly advanced forms of Data Science are capable of convincing companies that their impression that they're losing money on your ads is completely mistaken.

    9. Re:Call me ignorant but.. by hipp5 · · Score: 1

      I guess I don't understand what a company like Air BnB would want with specialists like that. I thought it would be up to the house owners to figure out what the demographics are.

      AirBnB makes their money from getting people into rooms. Yes, they could leave the science to homeowners, but it's not like most homeowners are going to be particularly skilled at that field (or have access to larger data sources). So it's in AirBnB's interest to do the science.

    10. Re:Call me ignorant but.. by Actually,+I+do+RTFA · · Score: 1

      What happens when AirBnB wants to increase their profit margin without letting either party know? They'll have to obscure how much gets paid by the customer and how much the owner gets.

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      Your ad here. Ask me how!
  4. So Proud by Anonymous Coward · · Score: 0

    I'm so proud of my Masters form AirBnB University.

    1. Re:So Proud by Anonymous Coward · · Score: 0

      Too bad AirBnB University credits won't transfer so you're screwed if you ever want to get a real education or change jobs. It's just another way the robber baron "tech" companies are locking you into exclusive servitude. Soon you'll be paid in AirBucks instead of real money and you'll need to live in AirBnB housing because you have no other choice.

  5. I don't understand why this is a 'special' thing by Anonymous Coward · · Score: 0

    Businesses running their own internal training? Whooda thunk it?

    This is precisely what business *should* be doing to have "tailor-made" employees, rather than trying to find the imaginary perfect employee ready to hit the ground running. As is the meme here, for good reason, there's no shortage of IT workers or other knowledge workers. There's simply a lack managerial foresight or actual executive skill to know *how* to implement employee education & training this and *why* this is a good idea for nearly all business.

    If having well-educated employees with highly targeted skillsets is important to you, then fund training. Don't rely on universities and outside entities to do it for you. And guess what? Do it well, and you'll have the advantage over businesses who only hire the cookie-cutter educated staff.

    Seriously, this seems like a no-brainer to me.

  6. It's called on-the-job training... by Anonymous Coward · · Score: 0

    ... or apprenticeship, and it used to be the norm.

    It drives me crazy when companies whine about being unable to find "qualified" employees.

  7. Sudden Outbreak of Common Sense by Anonymous Coward · · Score: 0

    Instead of continuing to whine about not being able to find the perfect person to hire, they've finally started doing some internal training.

    1. Re:Sudden Outbreak of Common Sense by Anonymous Coward · · Score: 0

      Don't worry, old people will continue to be unemployable. The future belongs to megacorporations and their trained slaves. As soon as every traditionally educated dinosaur dies in the gutter, the "tech" barons will have their perfect world were no one questions corporate supremacy.

  8. Finally by Hognoxious · · Score: 1

    The cozy duopoly of DeVry, Trump-U and Harvard will broken!

    (At first I typed dupology. If it was a word it'd be appropriate)

    --
    Confucius say, "Find worm in apple - bad. Find half a worm - worse."
  9. "Training" their employees? What visionaries!! by Anonymous Coward · · Score: 0

    Such innovation and courage. Thank god humanity has geniuses like this around to show us the foolishness of our primitive ways.

    1. Re:"Training" their employees? What visionaries!! by Anonymous Coward · · Score: 0

      Improve your skills instead of whining on the internet.

    2. Re:"Training" their employees? What visionaries!! by Anonymous Coward · · Score: 0

      The people whining on the internet already know there's no reason to "keep your skills up" when you're not the right age for the job or the right color for the job.

    3. Re:"Training" their employees? What visionaries!! by Hognoxious · · Score: 1

      That's unfair. You missed out "wrong gender".

      --
      Confucius say, "Find worm in apple - bad. Find half a worm - worse."
  10. All that's missing... by Anonymous Coward · · Score: 0

    Whiny SJWs complaining that the profs won't refer to them by their preferred pronouns. Then you can call yourself a university.

  11. There used to be a name for this sort of program.. by 3ryon · · Score: 4, Insightful

    Wow, the IT world has changed so much that a company investing in training its employees makes the front page of Slashdot.

  12. What we need by Anonymous Coward · · Score: 0

    ... weren't tailored to Airbnb's internal data and tools ...

    This is what businesses are meant to do: Find people with aptitude and train them for the job. In this case, airBnB already has data scientists, it's not hiring unknowns, which has lost favour for 3 reasons:

    1) Aptitude doesn't mean that one can learn to do the job. A lot of people have to be employed because about half will fail a training program. That's money either lost or difficult to recover from an ex-employee.

    2) The business must now protect (or stable) the employee, so all that training doesn't walk out the door and benefit its competition. It's even worse if the business overestimated its staffing needs and has 'spare' employees.

    3) Due to the cost of keeping employees, businesses prefer to hire the experience it needs, when it is needed. That means that no-one is ever trained for a job; at least for the many professions that don't enforce internship programs. Instead, employees are imported, meaning the local labour supply remains inexperienced and underemployed.

  13. Re:There used to be a name for this sort of progra by Anonymous Coward · · Score: 0

    This is the IT world now. You're thinking of the computing industry which no longer exists.

    #Zuck2020

  14. Racists? by Anonymous Coward · · Score: 0

    How dare they train people in the US instead of importing some H-1Bs??*

    * H-1Bs will still need to be trained but will cost way less.

  15. Job Training by twistedcubic · · Score: 1

    They're so disturbed by the idea of on-the-job training they don't even realize they're doing it.

    Wow! We have courses to train our employees how to use our tools and data! How revolutionary! This is some real 21st century shit!

  16. OMG COMPANY DOES INTERNAL TRAINING by Anonymous Coward · · Score: 0

    NEWS AT 11

  17. University? No by dcw3 · · Score: 1

    Just no. Stop calling it that. It isn't.

    --
    Just another day in Paradise