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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    1. François Chollet‏Verified account @fchollet May 3

      Within 10-20 years, nearly every branch of science will be, for all intents and purposes, a branch of computer science. Computational physics, comp chemistry, comp biology, comp medicine... Even comp archeology. Realistic simulations, big data analysis, and ML everywhere

      341 replies 1,216 retweets 5,501 likes
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    2. François Chollet‏Verified account @fchollet May 3

      This tweet is infuriating many, apparently. Imagine the controversy if, in 2000, someone predicted that by 2020 most companies would be tech companies! Still true though. Good thing they didn't have Twitter back then :)

      40 replies 10 retweets 492 likes
      Show this thread
    3. François Chollet‏Verified account @fchollet May 3

      Don't worry though, your domain expertise will remain very important. Just like how... uh... having a strong linguistics background is essential in natural language processing (formerly computational linguistics)...

      9 replies 13 retweets 386 likes
      Show this thread
      François Chollet‏Verified account @fchollet May 3

      Anyway, "most science will be CS", just like "most companies will be tech cos", is a prediction you should take seriously, but not literally. It means that CS proficiency will soon be indispensable to staying relevant as a scientist: most what you will do will require CS.

      7:39 PM - 3 May 2021
      • 17 Retweets
      • 375 Likes
      • Marina Zhukova Shikhar Raje Billy Smith MS Sleepy Murph 🍂 nicequal Daniel Joshua Sharpe 🦜 A12C58 Caspar Addyman 🏳️‍🌈
      15 replies 17 retweets 375 likes
        1. New conversation
        2. François Chollet‏Verified account @fchollet May 3

          In the same way that "most cos will be tech cos" means that tech proficiency will be essential to staying in business: most of your operations will critically require tech. Walmart, AXA, FedEx, etc. are "tech companies".

          5 replies 4 retweets 167 likes
          Show this thread
        3. François Chollet‏Verified account @fchollet May 3

          It doesn't mean that chemistry will be literally classified as a subfield of CS, or that Walmart will be literally classified as a tech company. Obviously...

          8 replies 3 retweets 181 likes
          Show this thread
        4. François Chollet‏Verified account @fchollet May 3

          But it does mean that, if you were a business executive in 2000, you should hire people who understand tech (including at top levels), and if you're a scientist today, you should make sure that you develop your CS chops (including ML).

          20 replies 16 retweets 289 likes
          Show this thread
        5. End of conversation
        1. AJ‏ @kourabi77 May 3
          Replying to @fchollet

          How does this extend to third world countries with a huge amount of people with no access to basic water? Do you think aid operations will become more optimised? Would increasing technological literacy also be of use?

          0 replies 0 retweets 0 likes
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        1. Ujval Misra‏ @_ujval May 3
          Replying to @fchollet

          This is vastly different phrasing (and not controversial whatsoever) from the original tweet, which IMO was incredibly condescending. Not surprised at the outrage

          0 replies 0 retweets 13 likes
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        1. partwave∴‏ @part_ickle May 3
          Replying to @fchollet

          O.O

          0 replies 0 retweets 0 likes
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        1. P Petrov‏ @dr_ppetrov May 4
          Replying to @fchollet

          One does not need a #cs degree to do #science. PERIOD Also modern #cs is all about quantum computing, which has very little (more like none) particle value to science.

          0 replies 0 retweets 0 likes
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        1. New conversation
        2. Darren Dahly, PhD FML WTF JFC STFU LOL‏ @statsepi May 4
          Replying to @fchollet

          Tremendous back pedal. From *everything will be simulation, big data analytics and ML*, to *every field will benefit from CS*, which is probably already true.

          2 replies 0 retweets 12 likes
        3. Darren Dahly, PhD FML WTF JFC STFU LOL‏ @statsepi May 4
          Replying to @statsepi @fchollet

          The former will only happen to the degree that people are duped into thinking there is inferential magic there - and to be fair, your world has done an excellent job tricking lots of people into thinking exactly that.

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. Бди!‏ @grapesmoker May 4
          Replying to @fchollet

          that's not what "every branch of science will be a branch of computer science" actually means though. your OP was just trolling. if this is what you meant you could have just said it

          0 replies 0 retweets 2 likes
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