How Machines Learn

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  • Published: 18 December 2017
  • How do all the algorithms around us learn to do their jobs?

    **OMG PLUSHIE BOTS!!**: https://standard.tv/collections/cgp-grey/products/cgp-grey-sorterbot-5000-plush

    Bot Wallpapers on Patreon: https://www.patreon.com/posts/15959388

    Footnote: https://www.youtube.com/watch?v=wvWpdrfoEv0

    Podcasts:

    https://www.youtube.com/user/HelloInternetPodcast

    https://www.youtube.com/channel/UCqoy014xOu7ICwgLWHd9BzQ

    Thank you to my supporters on Patreon:

    James Bissonette, James Gill, Cas Eliëns, Jeremy Banks, Thomas J Miller Jr MD, Jaclyn Cauley, David F Watson, Jay Edwards, Tianyu Ge, Michael Cao, Caron Hideg, Andrea Di Biagio, Andrey Chursin, Christopher Anthony, Richard Comish, Stephen W. Carson, JoJo Chehebar, Mark Govea, John Buchan, Donal Botkin, Bob Kunz

    https://www.patreon.com/cgpgrey

    How neural networks really work with the real linear algebra: https://www.youtube.com/watch?v=aircAruvnKk


    Music by: http://www.davidreesmusic.com

Comments • 15 319

  • Spencer Stuff
    Spencer Stuff  1 hours back

    Hi

    • TheToyBrothers !
      TheToyBrothers !  9 hours back

      comment

      • dumb elon musk
        dumb elon musk  12 hours back

        Comment

        • Mick Shi
          Mick Shi  20 hours back

          And here kids, is how neural networks kill all the modern research projects

          • Hasheer Zulfiqar
            Hasheer Zulfiqar  22 hours back

            Would love to see a Pixar movie called bot high about machine learning now. Your adorable drawings are too cute

            • JDM_Texan
              JDM_Texan  1 days back

              $25 is a pretty steep price for a bot plushie. Did a bot decide it?

              • Kuba J
                Kuba J  1 days back

                Good film

                • Phantom Phox
                  Phantom Phox  1 days back

                  hello bots,

                  • Камен Христев

                    Lol

                    • Sushi Sushi
                      Sushi Sushi  2 days back

                      comment

                      • ThomasTheLoser
                        ThomasTheLoser  2 days back

                        4:00 Is that a cookie from Black Mirror on Teacher Bot’s desk?

                        • smith brown
                          smith brown  2 days back

                          Thanks!

                          • Yusuf Variawa
                            Yusuf Variawa  2 days back

                            Mog

                            • Linkinpark4life333
                              Linkinpark4life333  2 days back

                              Is it me or does it sound very bad that the bots get better and better but we can't understand them? Like someday we might lose control and they could take over forreal.

                              • I'mGoingForAWalk
                                I'mGoingForAWalk  3 days back

                                Man, getting some *reeeeeaaal* big Skynet vibes here....

                                • Alex Bolding
                                  Alex Bolding  3 days back

                                  Soooo... basically the way bots learn follows the way evolution works, SO COOL! The fact that nature was using something we recently discovered for BILLIONS apon BILLIONS of years is amazing. Its the reason we ARE HERE, and we a just recreating it.

                                  • Gala Polic
                                    Gala Polic  4 days back

                                    Oh ye ye

                                    • Dianne Papineau
                                      Dianne Papineau  4 days back

                                      Terminator just took on a whole new meaning.

                                      • skat itall
                                        skat itall  4 days back

                                        5:12 xD

                                        • Peter Zimmerman
                                          Peter Zimmerman  4 days back

                                          This video basicly describes evolution, which created us.....

                                          • Elizabeth Lee
                                            Elizabeth Lee  5 days back

                                            So this is how the recommend section became completely out of nowhere yet brilliant videos that people like 0.0

                                            • Saadman Sakib 1504026
                                              Saadman Sakib 1504026  5 days back

                                              Excellent

                                              • DeBug1
                                                DeBug1  5 days back

                                                Have a comment

                                                • konstipower yt
                                                  konstipower yt  5 days back

                                                  Mindblow :O

                                                  • Caelan Clark
                                                    Caelan Clark  5 days back

                                                    Ok

                                                    • Douglas Gross
                                                      Douglas Gross  5 days back

                                                      Is this claiming (implicitly) that all bots/algorithms are neutral networks?
                                                      Perhaps I should have asked generally if "all" AI is based on neutral networks.

                                                      • Robin Best
                                                        Robin Best  6 days back

                                                        So it's artificial selection.

                                                        • Jackninja5
                                                          Jackninja5  6 days back

                                                          7:40 Or ARE tools.

                                                          • Micaiah Stierle
                                                            Micaiah Stierle  6 days back

                                                            Only slightly disturbing...

                                                            • Raxeyra E
                                                              Raxeyra E  6 days back

                                                              Okay so we basically reinvented evolution like about 4 million years after it already happened.

                                                              • Callum Van De Velde
                                                                Callum Van De Velde  6 days back

                                                                I mean, I'm only doing this to please the bots

                                                                • Juicy VaJanna
                                                                  Juicy VaJanna  6 days back

                                                                  At first I thought the Teacherbot just had a schmanzy mustache

                                                                  • Thomas Brøchner Lind - 7JA

                                                                    Robots dont learn they ADAPT

                                                                    • kenny
                                                                      kenny  6 days back

                                                                      Nice

                                                                      • Scorpion Blade
                                                                        Scorpion Blade  6 days back

                                                                        Recycled*

                                                                        • srihari sridhar
                                                                          srihari sridhar  7 days back

                                                                          Blue shirt kid made this video

                                                                          • AAA999XYZ
                                                                            AAA999XYZ  7 days back

                                                                            Autoplay brought me here... 😜😜😜😜

                                                                            • Jaforsi Kozak
                                                                              Jaforsi Kozak  7 days back

                                                                              This is very interesting !

                                                                              • Megan Brock
                                                                                Megan Brock  7 days back

                                                                                Bot bot bot

                                                                                • Kingdom 24
                                                                                  Kingdom 24  7 days back

                                                                                  Reeeeeeeeeeeeeee

                                                                                  • Sp0rk
                                                                                    Sp0rk  7 days back

                                                                                    This was quite good indeed.

                                                                                    • Zack Lunas
                                                                                      Zack Lunas  1 weeks back


                                                                                      Algorithms are convenient but also suck

                                                                                      • Areumah
                                                                                        Areumah  1 weeks back

                                                                                        Robotic evolution, survival of the fittest

                                                                                        • everyone
                                                                                          everyone  1 weeks back

                                                                                          Commenting so the algorithm recommends me more videos like this 😅

                                                                                          • Ace Wylden
                                                                                            Ace Wylden  1 weeks back

                                                                                            Comment simply for algorithm's sake

                                                                                            • Nilop
                                                                                              Nilop  1 weeks back

                                                                                              The best student bot would be like Neo in a reversed matrix world where the roles of humans and machines in the Matrix world are swapped.

                                                                                              • Brandee Damore
                                                                                                Brandee Damore  1 weeks back

                                                                                                Wut