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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 27 Jun 2020

      The meaning of anything derives from how it's connected to everything else in your mind. As such, *learning* is the art of creating connections between new knowledge and what you already know. The more you know, the richer and deeper the meaning of any new information you receive

      20 replies 143 retweets 618 likes
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      François Chollet‏Verified account @fchollet 27 Jun 2020

      A practical consequence of this is that diving into a new field should always be done breadth-first, not depth-first. You will learn faster and more effectively if you can connect new specialized information to a broad overview of your field.

      8:10 PM - 27 Jun 2020
      • 22 Retweets
      • 269 Likes
      • Yashovardhan Shakya Hammadou Nassim Rajat Saini kaw Dagmar Monett julian weber Samyak Sarnayak Arunkumar Venkataramanan Stephen Adofo Kissi (T'Challa)
      9 replies 22 retweets 269 likes
        1. François Chollet‏Verified account @fchollet 27 Jun 2020

          Absent that broad overview, your learning of the field is stunted. Absent a broad, diverse culture, your mind itself is stunted.

          5 replies 13 retweets 145 likes
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        1. Hitesh Kumar Balapanuru‏ @HBalapanuru 27 Jun 2020
          Replying to @fchollet

          New field may not be connected to anything known before(may be you won't understand) or may lead to unlearning.

          0 replies 0 retweets 0 likes
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        1. Nikita  🧪 (3, 3)‏ @nikita_builds 27 Jun 2020
          Replying to @fchollet

          Not to mention the mental exhaustion you will face diving depth-first. Learned that lesson the hard way.

          0 replies 0 retweets 1 like
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        2. Julian Pani‏ @JulianPani 27 Jun 2020
          Replying to @fchollet

          I use a technique for learning where I go deep first for a while, then zoom back out to get a broad overview. I need examples first, and only then I can understand the abstract. The tricky part is to stay sane while you drive deep at first and get totally lost

          1 reply 0 retweets 3 likes
        3. Julian Pani‏ @JulianPani 27 Jun 2020
          Replying to @JulianPani @fchollet

          When you go deep into a new field, you find all the concepts that have no connection to previous knowledge. You keep them in a little mental list. Then when you zoom back out, you can start connecting them. It's a bit like exploration in RL I guess. Or "priming" for learning

          0 replies 0 retweets 1 like
        4. End of conversation
        1. Avijit Thawani‏ @thawani_avijit 28 Jun 2020
          Replying to @fchollet

          While I appreciate the argument, it seems contrary to another quote I read: "Abstracting away details is a great way to revise something but a bad way to learn it the first time".

          0 replies 0 retweets 0 likes
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        1. Benjamin P Rollert‏ @benrollert 28 Jun 2020
          Replying to @fchollet

          Have you read Range? Great book on this subject.

          0 replies 0 retweets 0 likes
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