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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 29 Dec 2018

    The short-sighted approach to mastering a topic is to dedicate all of your time and energy to study in depth what has been written about it so far. The long-sighted approach is to study a range of interconnected fields, and form your own mental models through relevant analogies.

    4:43 AM - 29 Dec 2018
    • 333 Retweets
    • 1,231 Likes
    • Minh 🐣 Chris Tuttle Jimmi Mortensen lukee.eth Crisuo Neuren Rasti Poornima Farrar Degui Zhi Thanh Nguyen-Tang
    26 replies 333 retweets 1,231 likes
      1. François Chollet‏Verified account @fchollet 29 Dec 2018

        I think a majority of people in my field spend too much time reading preprints, and not enough time reading books. All kinds of books.

        11 replies 41 retweets 352 likes
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      1.  😺 😸 😹‏ @gualteryo 29 Dec 2018
        Replying to @fchollet

        Agree. Build the knowledge.

        0 replies 0 retweets 1 like
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      1. Chlodulf Maximino‏ @chlodulfmaximi1 29 Dec 2018
        Replying to @fchollet

        Analogies can give you a false feeling you understand an issue. Case in point: looking at Watergate as a guide to our current situation. Granted, there are similarities, but in the end, Trimp is not Nixon and 2018 is not 1973

        0 replies 0 retweets 2 likes
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      2. Giu‏ @Giuseppe1644 29 Dec 2018
        Replying to @fchollet

        All learning is built on prior interconnected knowledge (and attitudes). Beating around the bush is more time-consuming and rewarding because you get to experience different points of view - not necessarily the best way to master a topic. What's important is to remain curious.

        1 reply 1 retweet 11 likes
      3. RestingBreachFace  💉 💉‏ @k3170Makan 30 Dec 2018
        Replying to @Giuseppe1644 @fchollet

        No the problems is we never know when beating around the bush is not actually getting beaten inside the busy itself. We never had economic drive or time limits for producing the great ideas that changed the world the most; we developed them slowly without strict purpose.

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Marc Metz‏ @heyMarcMetz 29 Dec 2018
        Replying to @fchollet

        Interesting thought. Not completely the same but reminds what Elon said a while ago.pic.twitter.com/SJCZvA3imy

        0 replies 16 retweets 82 likes
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      1. Thierno Ibrahima DIOP‏ @bayethiernodiop 29 Dec 2018
        Replying to @fchollet

        IMO beginning with the short-sighted approach and then and only then mix it with the long-sighted approach is the best way to go.

        0 replies 0 retweets 15 likes
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      1. Marcel‏ @Marcel_Arts 29 Dec 2018
        Replying to @fchollet

        I think this is also what @jordanbpeterson does.

        0 replies 0 retweets 1 like
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      1. Nelson Correa‏ @nelscorrea 29 Dec 2018
        Replying to @fchollet

        Wise.

        0 replies 0 retweets 1 like
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      2. Mario Panebianco‏ @Evuflow 29 Dec 2018
        Replying to @fchollet @Marcel_Arts

        This is why all the old scientists were experts in many different fields. It was much easier to learn everything in a given field. Too much specialisation now.

        1 reply 0 retweets 2 likes
      3. Marcel‏ @Marcel_Arts 29 Dec 2018
        Replying to @Evuflow @fchollet

        Generally too much information for a normal human, maybe even a genius, to acquire in one lifetime. Without specialization no new information could be acquired, but who's going to connect the pieces?

        0 replies 0 retweets 2 likes
      4. End of conversation

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