All Learning Algorithms Explained in 14 Minutes

comment your favourite algorithm below
0:22 linear regression
0:51 SVM
2:18 Naive Bayes
3:15 logistic regression
4:28 KNN
5:55 decision tree
7:21 random forest
8:42 Gradient Boosting (trees)
9:50 K-Means
11:47 DBSCAN
13:14 PCA

Пікірлер: 65

  • @VladKochetov
    @VladKochetovАй бұрын

    0:22 linear regression 0:51 SVM 2:18 Naive Bayes 3:15 logistic regression 4:28 KNN 5:55 decision tree 7:21 random forest 8:42 Gradient Boosting (trees) 9:50 K-Means 11:47 DBSCAN 13:14 PCA

  • @shadowskullG

    @shadowskullG

    Ай бұрын

    8:42 is not typing all of that

  • @Harry_0656

    @Harry_0656

    8 күн бұрын

    😮

  • @tmanley1985
    @tmanley19853 күн бұрын

    When learning anything new, it's nice to get a lay of the land before you start or else you just end up in rabbit holes with no sense of where you're going. This is a great overview!

  • @jeanpeuplu3862
    @jeanpeuplu3862Ай бұрын

    This is so underrated! Thank you so much :)

  • @TobiMetalsFab
    @TobiMetalsFab28 күн бұрын

    Absolute banger of a video.

  • @s8x.
    @s8x.Ай бұрын

    thank you for this. u just taught an entire machine learning course in 14 minutes. gods work

  • @djangoworldwide7925

    @djangoworldwide7925

    21 күн бұрын

    Umm.. no he didn't, and if your entire machine learning course doesn't extend beyond the scope of this nice video, you should leave and ask for your money back. This video is nearly a glance into the wonder world of ML (no deep learning even), But it does not provide you with any practical skills. Well, duh, it's only 14 mins.

  • @cate9541

    @cate9541

    21 күн бұрын

    Are u fr bruh

  • @_rd_kocaman

    @_rd_kocaman

    16 күн бұрын

    All of these are outdated now

  • @AnEasyGuy22

    @AnEasyGuy22

    10 күн бұрын

    @@_rd_kocaman why? These algorithms are still being used

  • @ibrahimahmed3434
    @ibrahimahmed34342 ай бұрын

    I love this type of videos thanks for summarizing

  • @shivampradhan6101
    @shivampradhan61013 күн бұрын

    great introduction for anyone new to ML

  • @girishghadge8460
    @girishghadge846019 күн бұрын

    Wow very crisp no left right just on target I think this should be considered as an algorithm of an impactful concept video great work keep it up thanks 👍

  • @jamieyoung3770
    @jamieyoung37702 ай бұрын

    There's a typo in the slides that I think was just put in to test if I was paying attention. In the voiceover it says "a point is a border point if it is unreachable" but in the slide it is written"a point is a border point if it is reachable". May I suggest you change both the written and spoken portion and instead have it say and read "the most delicious pizza topping combinations are figs, prosciutto and goat cheese."

  • @Laszer271

    @Laszer271

    Ай бұрын

    I see you also have achieved your self-conciousness

  • @geevarjos7054
    @geevarjos705419 күн бұрын

    Thanks for this video!

  • @SharodWilliams8
    @SharodWilliams822 күн бұрын

    Great explanation!

  • @paulochikwekwe7862
    @paulochikwekwe786215 күн бұрын

    This is amazing, thank you. Like button hit

  • @mohamadcheaito9088
    @mohamadcheaito9088Ай бұрын

    Hi, your channel looks promising and the way all the algorithms are explained in a simple way is great. As a favor can you give me the music played in the background ??

  • @alihaiderkhan25
    @alihaiderkhan2527 күн бұрын

    Could you plz Start a Series to teach each algorithm in details.

  • @haraldurkarlsson1147
    @haraldurkarlsson1147Ай бұрын

    Nice overview.

  • @amandac0903
    @amandac09034 күн бұрын

    Pleaseeee do more videos on machine learning u summed this shit up so good

  • @justlikeit417
    @justlikeit41727 күн бұрын

    Great job, however there are still many left, LDA, Gaussian Mixture Model, Canopy Clustering, all of Deep Learning...

  • @HackingBinaries-dt2fh
    @HackingBinaries-dt2fh17 күн бұрын

    I love Linear Regression, SVMs, Logistic Regression, Random Forest and Gradient Boosting

  • @Moiez101
    @Moiez10111 күн бұрын

    dang, 14 min eh, beast mode! Let's goooo

  • @redfang3718
    @redfang3718Ай бұрын

    thank you

  • @enasmaged
    @enasmaged10 күн бұрын

    Thanks

  • @not_a_human_being
    @not_a_human_being27 күн бұрын

    amazing stuff! (except, where are NNs? kek)

  • @janneskleinau6332
    @janneskleinau63324 күн бұрын

    4:30 Isn't kNN an unsupervised Learning algorithm?

  • @user-ui3kf2fr3y
    @user-ui3kf2fr3yАй бұрын

    Finally a quick gist.

  • @atharvabaviskar1129
    @atharvabaviskar1129Ай бұрын

    It was not 14 min video rather it take 1 hr to digest the knowledge but good one

  • @otheanh5306
    @otheanh5306Ай бұрын

    How about Gaussian Mixture Model and EM algorithm..

  • @user-xb4wt2el9s
    @user-xb4wt2el9s29 күн бұрын

    It's useful :)

  • @MAYANK-mn8ir
    @MAYANK-mn8ir25 күн бұрын

    Hi, is anyone currently enrolled in Masters with major in ML in Canada/US? How is the Job market there?

  • @r0cketRacoon
    @r0cketRacoon27 күн бұрын

    I dont understand the point of using bootstrapping method in random forest. Could someone explain easily for me?

  • @matthewgalitz8028
    @matthewgalitz802820 күн бұрын

    Isn't the sigmoid function outdated? I thought learning algorithms use LRU now.

  • @cinemaguess200

    @cinemaguess200

    20 күн бұрын

    Bro to be honest I just looked all of these up on google lmao. But I do remember hearing about sigmoid years ago so you’re probably right

  • @AnEasyGuy22
    @AnEasyGuy2218 күн бұрын

    Where neutral networks at?

  • @misraimburgos7461

    @misraimburgos7461

    10 күн бұрын

    Thats Deep Learning. This video it's just some ML algorithms

  • @tiny3607
    @tiny3607Ай бұрын

    Naive is pronounced "nigh-eve"

  • @voncolborn9437

    @voncolborn9437

    24 күн бұрын

    I noticed that he started out pronouncing it incorrectly then 'magically' started saying it correctly. My guess is that the narration is AI generated. When used as part of a compound word it was pronounced incorrectly but when used alone it was usually correct.

  • @tiny3607

    @tiny3607

    23 күн бұрын

    @@voncolborn9437 It appears as if the fool is actually me.

  • @canbeexplained

    @canbeexplained

    3 күн бұрын

    haha you actually think it's AI@@voncolborn9437

  • @cinemaguess200

    @cinemaguess200

    2 күн бұрын

    calling me ai generated is crazy bro

  • @breathemath4757
    @breathemath4757Ай бұрын

    Nice video but why so confidently claiming all learning algorithms when not even close?

  • @cinemaguess200

    @cinemaguess200

    Ай бұрын

    Because “Some Learning Algorithms” is a terrible title lmao

  • @icebluscorpion
    @icebluscorpion2 ай бұрын

    So... Using all of them and fitting them in the right way then you will get a good AGI? I mean humans have this process in a way too... Otherwise humans wouldn't be NGI right 🤔

  • @dennisestenson7820

    @dennisestenson7820

    Ай бұрын

    Our intelligence (entirely oversimplified) is mostly baysian and implemented on networks of interconnected neural networks.

  • @vrclckd-zz3pv

    @vrclckd-zz3pv

    Ай бұрын

    The video title lied. This isn't all ML algorithms. I think he just went over all ML algorithms in the SciKit library for Python.

  • @icebluscorpion

    @icebluscorpion

    Ай бұрын

    @@vrclckd-zz3pv i agree with you.

  • @icebluscorpion

    @icebluscorpion

    Ай бұрын

    @@dennisestenson7820 thats what I want to say. Did you ever heart about Memristors? They do all those simulated neural connection stuff nowadays with those components in a chip. Those memristors have similar behavior like neurons. Which drastically decreases power consumption for "Calculations?"

  • @prathamjain1310
    @prathamjain13102 ай бұрын

    These are ML algorithms not sorting algorithms tho 😅

  • @cinemaguess200

    @cinemaguess200

    2 ай бұрын

    lmao good point

  • @zgoaq
    @zgoaq9 сағат бұрын

    ну видно что чубз не из профессуры. читает то шо сам не знает

  • @KHe3CaspianXI
    @KHe3CaspianXIАй бұрын

    timestamps please, no time to watch

  • @dennisestenson7820

    @dennisestenson7820

    Ай бұрын

    Better time management maybe?

  • @KHe3CaspianXI

    @KHe3CaspianXI

    Ай бұрын

    @@dennisestenson7820 full busy in procrastination

  • @PixAlphere

    @PixAlphere

    Ай бұрын

    dude it's 14 min and you have 24 hours in a day

  • @lupino652

    @lupino652

    Ай бұрын

    😂

  • @notsojharedtroll23

    @notsojharedtroll23

    Ай бұрын

    ​@@KHe3CaspianXI bruh

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