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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 Jun 26

    It's remarkable how quickly you can improve at something if you start explicitly examining how you're doing it -- what's working, what's not working, and what else you could try. In writing. Regularly. Opening up a notebook and doing methodical introspection is a superpower.

    10:28 AM - 26 Jun 2021
    • 252 Retweets
    • 1,680 Likes
    • didi ☁️⚡ semi-ia 📚 lee know birth ! Pied Piper Of Python yash Eti John Jacobus Puja Roychowdhury Ty Rica J VishnuPriya Mishra
    23 replies 252 retweets 1,680 likes
      1. JeSuisDesolé‏ @dcollico Jun 26
        Replying to @fchollet

        Indeed. Plus that extra mile of guessing what you are not actually seing.

        0 replies 0 retweets 1 like
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      1. Chris Battisto‏ @chris_battisto Jun 26
        Replying to @fchollet

        I had to learn this the hard way in my MS...convincing yourself that things are working, and doing thorough testing that you can record in a notebook is crucial.

        0 replies 0 retweets 4 likes
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      1. Matt Stuchlik‏ @mstuchli Jun 26
        Replying to @fchollet

        > Opening up a notebook and doing methodical introspection is a superpower. Also recording yourself and doing methodical inspection, depending on the nature of <something>.

        0 replies 1 retweet 11 likes
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      1. 司徒‏ @szetoinsitu Jun 26
        Replying to @fchollet

        Happens a lot in PhDland

        0 replies 0 retweets 0 likes
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      1. Theo‏ @sami3dat Jun 26
        Replying to @fchollet

        That's a very important topic. Do you know about a good book on that?

        0 replies 0 retweets 1 like
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      1. Mahmut Akgul, MD‏ @AkgulMd Jun 26
        Replying to @fchollet

        I hope you could also give some insight about this self methodical introspection.

        0 replies 0 retweets 0 likes
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      1. Dan Clipca  🌐‏ @danclipca Jun 26
        Replying to @fchollet

        Why do you think this is the case? Please do explain.

        0 replies 0 retweets 1 like
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      1. Amine‏ @aminert Jun 26
        Replying to @fchollet

        Doing so often and repeatability for the same skill/problem (and sleeping on it) helps a lot

        0 replies 0 retweets 0 likes
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      1. Oliver Hanstein‏ @IOTAservices Jun 26
        Replying to @fchollet

        Actively maintaining an error log works for any subject ( tip from @RayDalio ). Columns e.g. „What went wrong?“ „Impact on X“ „Lesson Y learned“.

        0 replies 0 retweets 6 likes
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      1. Jugurtha Hadjar‏ @jugurthahadjar Jun 26
        Replying to @fchollet

        We did that for everything. Hiring, firing, resignations, projet life cycle, onboarding, product, etc. We did more as a team of 6 than we did as a team of 17.

        0 replies 0 retweets 1 like
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