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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 24 Apr 2020

      Being resource-constrained forces you to ship solutions that do less, or do it in a simpler way. Often, these solutions turn out to be more effective than the over-engineered solutions shipped by resource-rich teams. Resource constraints can be a design advantage.

      16 replies 93 retweets 511 likes
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      François Chollet‏Verified account @fchollet 24 Apr 2020

      Engineers don't naturally trend towards simplicity. You have to put them in situations where simplicity is their only option.

      11:57 AM - 24 Apr 2020
      • 30 Retweets
      • 189 Likes
      • Nenea Iancu Alex Kressner Devendra mishra Vukio Either howard Murugesan Karmegam MK Monitaur Vidhya Kalaichelvan ☕️
      4 replies 30 retweets 189 likes
        1.  🙏‏ @mikkokotila 24 Apr 2020
          Replying to @fchollet

          I did my first few years of Keras on Macbook Air 100%. It was a very good time. Learned a lot about deep learning.

          0 replies 0 retweets 0 likes
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        2. Semaj ‘somewhat “civil’ servant”‏ @SeafaringJ 25 Apr 2020
          Replying to @AllThingsDeep @fchollet

          Great example! Skunkworks are supreme yet perhaps their rareness is also necessary. The complex tradeoffs that make the rest of the ecosystem function optimally can benefit from extreme measures once in a while. Case in point, 2020. Everything will be upgraded through this 🌊

          0 replies 0 retweets 0 likes
        3. End of conversation
        1. Christian Cahig‏ @christian_unoxx 24 Apr 2020
          Replying to @fchollet

          Reminds me of Occam's Razor, which I came across while reading Deep Learning with Python. Looking forward to the second edition.

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        1. Semaj ‘somewhat “civil’ servant”‏ @SeafaringJ 25 Apr 2020
          Replying to @fchollet

          Very true. Limits are targets and deadlines are challenges. Plus, the gratification of being able to surpass a limit once in a while.

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