How to learn deep learning? (Transformers Example)

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  • Опубліковано 13 січ 2025

КОМЕНТАРІ • 29

  • @TheAIEpiphany
    @TheAIEpiphany  4 роки тому +8

    One of my biggest strengths is that I learn stuff really fast. And it's not because I'm really smart or whatever. It's the experience I got learning stuff on my own over the past 10+ years (not limited to intellectual things but also human languages - I speak 5 currently, body workout, etc.). I share some tips in this video!
    I'd love to hear what's your learning strategy? and what advice did resonate the most with you?

  • @markhopkins8731
    @markhopkins8731 3 роки тому +4

    I'm head of ML at an animation company. I'm going to share this with our engineers. Great post, very inspiring!

    • @TheAIEpiphany
      @TheAIEpiphany  3 роки тому

      Glad to hear that! 🙏

    • @shandi1241
      @shandi1241 2 роки тому

      Do you have some ML-vacancies in your team ?=)

  • @user-or7ji5hv8y
    @user-or7ji5hv8y 4 роки тому +1

    this is a great video. always interesting to see other people's journey into ML, as I try to take that path as well.

    • @TheAIEpiphany
      @TheAIEpiphany  4 роки тому

      Thanks! I agree I always love to hear other people's journeys as well.

  • @krishbaisoya9863
    @krishbaisoya9863 2 роки тому +1

    You're the one, Who encouraged me to switch from tensorflow to pytorch 🤞

  • @fengli8156
    @fengli8156 3 роки тому +1

    I LOVES THIS VIDEO!

  • @aleksabisercic1410
    @aleksabisercic1410 4 роки тому +1

    Found it very helpful, thank you

  • @nhikieu6348
    @nhikieu6348 2 роки тому

    Thank you for the video. I just started doing PhD in CV and struggling to approach new mechanisms/architectures. Can't agree with you more on the opinion that papers not always the best way to accumulate understanding and knowledge. It would be very helpful if you can create github repo sharing your reading/watching list for CV topics (e.g., transformer, perceiver, etc.,). Great inspiration 🍀

  • @AleksandarIvanovicTV
    @AleksandarIvanovicTV 3 роки тому +1

    Je l imaš neki savet kako ući u ove vode iz perspektive početnika? Konkretno imam želju da se usmerim ka computer vision-u. Imao sam na faksu do sada možda dva predmeta iz mašinskog učenja koja sam solidno savladao i sada treći kod koga je eto sreća u nesreći da je baš iz oblasti CV-a, ali nije kako treba, više se svodi na to da se koriste gotove stvari bez nekog dubljeg zalaženja u to kako to zaista radi. A po meni površno znanje je isto kao da ništa ni ne znaš, pa me je ova tvoja priča oko implementiranja stvari od nule baš inspirisala. Počeo sam da pratim Deep Learning specijalizaciju na korseri kako bih stekao znanje o neuralnim mrežama koje mi nedostaje, jer iako su ovi kursevi na fakultetu koje sam imao bili dobri i gde smo prošli klasične algoritme mašinskog ucenja, na kraju se neuralne mreže uvek nekako pretandrljaju pa sam tu ostajao uvek nekako kratak. Pa konkretno pitanje šta misliš o Deep Learning specijalizaciji, kuda posle nje i da li vredi investirati vreme u Machine Learning kurs Andrew Ng-a, jer sam dobar deo tih stvari prošao na faksu i krenuo sam bio da ga pratim, ali pošto se radi u Octave-u i Matlabu me je nacisto demotivisalo pa sam ga ostavio nekako sa strane, možda pogrešno ga smatrajući zastarelim upravo zbog toga što nije u pajtonu.

    • @TheAIEpiphany
      @TheAIEpiphany  3 роки тому +1

      Hej! Baci pogled na ovaj video:
      ua-cam.com/video/7q_OJvQQ7vY/v-deo.html
      Njega sam napravio da odgovorim bas na takvo pitanje. Takodje imas u description-u svakog videa link ka mom Medium blogu tamo ces takodje naci korisne stvari za pocetnike. Srecno, cepaj samo.

    • @AleksandarIvanovicTV
      @AleksandarIvanovicTV 3 роки тому

      @@TheAIEpiphany Hvala najlepše!

  • @ProfRvS
    @ProfRvS 4 роки тому +1

    Thanks a lot for your video. Would you be willing to share not just the link to Jay Alammar's blog but the whole OneNote document? That really looked like an awesome collection of references others could profit from as well ...

    • @TheAIEpiphany
      @TheAIEpiphany  4 роки тому

      Hi Reinhold! Thanks! Sure I'd love to do that, what would be the most convinient way to share the ON document?

    • @ProfRvS
      @ProfRvS 4 роки тому

      @@TheAIEpiphany Hi Aleksa, I sent a message to your GMail concerning this. Maybe you coukd just reply to that?

    • @quanhua92
      @quanhua92 4 роки тому +1

      @@TheAIEpiphany Hi Aleksa, I have also sent you an email to your Gmail. Can you export your note to PDF and upload it somewhere? Thank you very much

    • @konda8376
      @konda8376 4 роки тому

      @@TheAIEpiphany Can you please upload the PDF of your OneNote and add a link in the description of this video?

    • @TheAIEpiphany
      @TheAIEpiphany  4 роки тому

      @@konda8376 got so many requests I'm super sorry I didn't do it sooner! I'll upload it tomorrow

  • @neural1023
    @neural1023 4 роки тому +1

    Great video!

  • @fengli8156
    @fengli8156 3 роки тому +1

    would u mind share onenote plz

    • @TheAIEpiphany
      @TheAIEpiphany  3 роки тому

      It should be linked in the video description

  • @IExSet
    @IExSet Рік тому

    Too many text, but almost no meaning