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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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    François Chollet‏Verified account @fchollet 2 Oct 2020

    "No code" is code you don't control. Simple abstractions are a superpower, but you need to able to peel them off when the situation requires it.

    3:27 PM - 2 Oct 2020
    • 130 Retweets
    • 861 Likes
    • Dr. Zoe Kats Omar Valenzuela Héctor Ingrid M. Ziegler R Andrew Caldwell Stacey Svetlichnaya Nanci Abarca BrainUnLimited
    18 replies 130 retweets 861 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 2 Oct 2020

        Two anti-patterns: 1. The blackbox. You've outsourced critical logic to a thing you can't open at all. 2. The cliff: you can open the box, but understanding what's inside requires a completely different set of mental models and skills. Like driving vs repairing a car.

        5 replies 43 retweets 321 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 2 Oct 2020

        Requiring users to have low-level expertise is also an anti-pattern (insufficient abstraction). The best model to follow is "progressive disclosure of complexity": a hierarchy of levels of abstraction where each level builds on top of the previous one in an incremental way.

        5 replies 21 retweets 192 likes
        Show this thread
      4. End of conversation
      1. Lids‏ @majodali 2 Oct 2020
        Replying to @fchollet

        Successful abstractions become invisible (for most people). "No code" is just a label calling out the hoped-for target state.

        0 replies 0 retweets 3 likes
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      1. Pranav Patel :-‏ @Pranav2278 2 Oct 2020
        Replying to @fchollet

        "No code" is still code, it's just that you don't have to write it.

        0 replies 1 retweet 2 likes
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      1. Bilal Tahir‏ @deepwhitman 2 Oct 2020
        Replying to @fchollet

        Yup. I find that the people who can use no code tools like Webflow most effectively are those that have mastered CSS fundamentals.

        0 replies 0 retweets 1 like
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      1. Evan J. Zimmerman‏ @ejzim 2 Oct 2020
        Replying to @fchollet

        A good solution for this: @useparagon Low code is great for this reason

        0 replies 0 retweets 2 likes
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      1. Maël‏ @maeool 2 Oct 2020
        Replying to @fchollet

        Exactly what I think when my team needs the help of a dev to publish a blog article in an unmaintained WordPress where there are more add-ons than in the average package.json

        0 replies 0 retweets 0 likes
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      1. Hossen‏ @rimianika 2 Oct 2020
        Replying to @fchollet

        the D in SOLID

        0 replies 0 retweets 0 likes
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      1. TreeOfChuangTzu‏ @holisticbtc 2 Oct 2020
        Replying to @fchollet

        Sometimes you just need a quick super boost.

        0 replies 0 retweets 0 likes
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      1. chip-nk‏ @chip_nk 2 Oct 2020
        Replying to @fchollet @vllry

        Exactly right. All abstractions are leaky, and in over 30 years of software development I’ve never seen a single instance where a team didn’t need to reach deep into a system or framework to make some critical part of their solution work.

        0 replies 0 retweets 11 likes
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