Lecture 1 "Supervised Learning Setup" -Cornell CS4780 Machine Learning for Decision Making SP17

Cornell class CS4780. (Online version: tinyurl.com/eCornellML )
Official class webpage:
www.cs.cornell.edu/courses/cs4...
Written lecture notes: www.cs.cornell.edu/courses/cs4...
Past 4780 exams are here: www.dropbox.com/s/zfr5w5bxxvi...
Past 4780 homeworks are here: www.dropbox.com/s/tbxnjzk5w67...
If you want to take the course for credit and obtain an official certificate, there is now a revamped version with 118 new high quality videos, made just for this course, offered through eCornell ( tinyurl.com/eCornellML ). Note, however, that eCornell does charge tuition for this version.

Пікірлер: 112

  • @hassamsheikh
    @hassamsheikh5 жыл бұрын

    After lots of thinking, I have came to this conclusion that I can never be as cool as Kilian.

  • @DeadFalkor
    @DeadFalkor5 жыл бұрын

    Thank you so much Professor Weinberger and Cornell for posting this on YT!

  • @Mihai-mb4ew
    @Mihai-mb4ew4 жыл бұрын

    Amazing, the world needs more teachers like you, sir! Stopped by just to take a look but you made me watch it all!

  • @lonewanderer26
    @lonewanderer264 жыл бұрын

    Love your team's work on the DenseNet. Thank you for making these videos!

  • @camilogarcia9459
    @camilogarcia94594 жыл бұрын

    I just realize that the written notes were in the description. One of the best classes I have seen on KZread. Thank you very much!

  • @dantemlima
    @dantemlima5 жыл бұрын

    What a great teacher! Congratulations professor Weinberger. Thank you for making this invaluable resource available.

  • @bhargavjoshi430
    @bhargavjoshi4304 жыл бұрын

    I have never watched/read anything that articulates machine learning like you do sir. The world needs more teachers like you. Thank you Dr. Weinberger!! :)

  • @chimu3056
    @chimu30564 жыл бұрын

    this guy is awesome! Wish I could attend your lectures in person. Great job pushing these lectures online Professor

  • @abhinavmishra9401
    @abhinavmishra94013 жыл бұрын

    These lectures are therapeutic, released my months of pain. Many thanks for this amazing initiative Prof.

  • @KulvinderSingh-pm7cr
    @KulvinderSingh-pm7cr5 жыл бұрын

    Hearty thanks for providing such valuable resources, Professor you are wonderful !!!

  • @k98killer
    @k98killer2 жыл бұрын

    Always good to cover the basics periodically. Thanks for posting these.

  • @You0nlyLive0nceYOLO
    @You0nlyLive0nceYOLO3 жыл бұрын

    Thank you so much for sharing such incredible content. People from around the world are watching and learning. Greetings from Ecuador!

  • @deanolin1915
    @deanolin19154 жыл бұрын

    After doing a lot of hands-on ML, I decided to go back and review the lectures on Videonote. Oh the horror when I realized that Videonote was no more. Thanks so much for putting this on KZread Professor.

  • @KaKasherr
    @KaKasherr Жыл бұрын

    This is amazing to watch, If my lectures were like this I would attend them with enthusiasm. Everything is explained clearly, I hope to learn a lot from this.

  • @Nikster7
    @Nikster7 Жыл бұрын

    Thank you Professor Weinberger! This is the perfect conclusion to the online ML class I'm enduring elsewhere. Your teaching is gold.

  • @Kiteknight
    @Kiteknight5 жыл бұрын

    Great lecture professor Weinberg. Just subscribed to this channel

  • @vijaybikramsubedi5339
    @vijaybikramsubedi53393 жыл бұрын

    Oh I absolutely loved your lecture. I am now quite hinged on it and wanna scan through all of the following lectures. THANK YOU & Namaste from Nepal, Professor.

  • @RoyalMamba.
    @RoyalMamba. Жыл бұрын

    I'll be honest , I was just searching for some particular equations on the SVM and the very first result that I got was from Cornell website and from there I got to know about professor's playlist . God ! How blessed do I feel to discover his playlist. Absolutely phenomenal way of teaching . Even though I've finished most of the topics from different sources but damn but looking at your lectures I'm so hooked that I've decided to finish the whole playlist

  • @aditagarwal6159
    @aditagarwal61593 жыл бұрын

    Rising senior from Mumbai, India here, absolutely in love with your lectures Professor Weinberg! Its a great learning experience to go through your ML videos :) Can't wait to apply!

  • @Wazzanx
    @Wazzanx5 жыл бұрын

    I love this guy

  • @TheErer1243
    @TheErer12435 жыл бұрын

    This is awesome! I'm going to go through this series over the summer. Wish I got into Cornell, ha ha (I tried).

  • @user-mh6di1ur1e
    @user-mh6di1ur1e7 ай бұрын

    Thank you so much Kilian, for your amazing lectures!

  • @Aryan-xj1qz
    @Aryan-xj1qz3 жыл бұрын

    My classes begin tomorrow and I've taken my first ML course. Have been worried for the past few days that I wouldn't do well because my previous performance has been quite bad. Prof posted slides for first lecture and I didn't understand anything so thought to prepare for the classes. Random searches and browsing on KZread brought me here, but this lecture was awesome! I enjoyed all parts of it. I have a problem focusing on something for a long time and even after that, I didn't lose concentration in entire lecture. Pretty sure I wouldn't ever be as cool as you professor :p Thank you for this lecture!

  • @yuniyunhaf5767
    @yuniyunhaf57674 жыл бұрын

    best professor in ML, offline(in my life of course since i am CS student too) and online :)

  • @big_don_bepis
    @big_don_bepis4 жыл бұрын

    You know, I just checked this out to see what it's about but ended up watching the whole video. See you at Lecture 2!

  • @iaroslavakornach
    @iaroslavakornach2 ай бұрын

    OMG! I'm in love with this guy! the energy he has makes me want to learn ML!

  • @hantzsolo9220
    @hantzsolo92202 жыл бұрын

    The whole serie of this lecture is pure gold. I have learned so much from it. And it is even very entertaining. I wish I could have attended it in presence. Thank you very much Prof. Dr. Weinberger! Herzliche Grüße aus Deutschland.

  • @s0lly
    @s0lly5 жыл бұрын

    I have some free time soon, this will be looked at!! Thank you!

  • @girumkedese9020
    @girumkedese90204 жыл бұрын

    What a great professor!!

  • @jamiequigley5906
    @jamiequigley59064 жыл бұрын

    Best set of lectures on machine learning on the web!

  • @seetsamolapo5600

    @seetsamolapo5600

    3 ай бұрын

    I'm auditing it. How does it compare to Andrew Ng

  • @TrentTube
    @TrentTube4 жыл бұрын

    Thank you so much for all of this!

  • @kleberlucindo8099
    @kleberlucindo80992 жыл бұрын

    Amazing content, thank you professor.

  • @justaworm1
    @justaworm15 жыл бұрын

    Thank you for posting this course. I look forward to going through it.

  • @justaworm1

    @justaworm1

    5 жыл бұрын

    Were these lectures from 2018, or that was just when posted?

  • @Diodio_y
    @Diodio_y4 жыл бұрын

    STATLER !!!!!!!!!!! This is where I lost my hopes and dreams in CS taking 2110. Hope this class can redeem the same hopes and dreams

  • @kilianweinberger698

    @kilianweinberger698

    4 жыл бұрын

    I cross my fingers! :-)

  • @beetfarmer8299
    @beetfarmer82994 жыл бұрын

    Hilarious professor and also engaging. I didn't think I would stick around the entire video and here I am finishing the lecture up. Also, no offence but it's also hilarious if you watch the video at 1.5x speed, and you hear the professor clear his throat, it sounds like he is getting frustrated by the students for some reason and really trying not to become a zombie lol.

  • @HuyNguyen-fp7oz
    @HuyNguyen-fp7oz4 жыл бұрын

    Dear Professor Kilian, i just want to ask how i can be as cool as you. Surely this the best video Machine learning course on KZread!

  • @russellkemmit73
    @russellkemmit733 жыл бұрын

    Mir gefelt es sehr!

  • @seetsamolapo5600
    @seetsamolapo56003 ай бұрын

    Supervised learning - making predictions from data - dataset D with n data points and their outputs; the feature vector and label - the data points are a sample from some distribution - the aim is to get a function from the dataset that maps x to y Examples of y (labelling) - binary classification: there or not label - k classes: multiple labels -

  • @nestorcarrasco
    @nestorcarrasco5 жыл бұрын

    Great help. Thanks!

  • @sumitbali9194
    @sumitbali91945 жыл бұрын

    Your video is a great help

  • @user-tq9do5ss7j
    @user-tq9do5ss7j3 жыл бұрын

    MIT OCW : Finally, a worthy opponent!

  • @semrana1986
    @semrana19864 жыл бұрын

    Humor is world-class ... :P (contents are even better)

  • @lloydacquayethompson6789
    @lloydacquayethompson67894 жыл бұрын

    this is awesome

  • @hab55
    @hab555 жыл бұрын

    Thank you!

  • @walidbannour
    @walidbannour5 жыл бұрын

    Thank you for sharing

  • @jivillain
    @jivillain4 жыл бұрын

    I wish I had a professor half as good as Kilian

  • @ivanehsan2683
    @ivanehsan26832 жыл бұрын

    Coolest Prof I've ever seen 🍿😁

  • @Imdeepmind
    @Imdeepmind4 жыл бұрын

    At 22:03 when he opens Yahoo, I thought this class is from 2005 :)

  • @nadinefadlallah532
    @nadinefadlallah5322 жыл бұрын

    are the programming assignments available by any chance? Thank you for the great lectures

  • @soumyabanerjee4167
    @soumyabanerjee41675 жыл бұрын

    You are great

  • @hewolfshamanic
    @hewolfshamanic Жыл бұрын

    hello professor I am a graduate student in mechanical engineering in Brazil. I am watching your classes on youtube, you are being very inspiring to me. thank you.

  • @LLYSSSZ

    @LLYSSSZ

    8 ай бұрын

    opa, bão?

  • @sreekanthkura2127
    @sreekanthkura21272 жыл бұрын

    Great videos! Is there any chance we can have access to projects of this class? Thanks.

  • @saptarshiroy1852
    @saptarshiroy18523 жыл бұрын

    It would have been great if I had the opportunity to sit in your class and had a face to face discussion with you Sir. I am going USA for my PhD in statistics this fall. Hope that I meet and have a chat with you soon..

  • @ufkun20
    @ufkun204 жыл бұрын

    Sehr hilfreich für Studenten der Computerlinguistik 👍

  • @bazzinga204
    @bazzinga2045 жыл бұрын

    What a wacky sense of humour prof.

  • @amados8422
    @amados84223 жыл бұрын

    We need more of Killian Please!

  • @vinodvivek6081
    @vinodvivek6081 Жыл бұрын

    Question: anyone here who knows what iid is? Then he goes on to say, I think all of you put together got it right. Epic

  • @muharremsevik3459
    @muharremsevik34595 жыл бұрын

    DONT STOP DONT STOP GO GO GO İN THERE

  • @paulmurff3133
    @paulmurff31332 жыл бұрын

    Love the Terminator picture joke of what is ML...heheh

  • @bibinraj2000
    @bibinraj20005 жыл бұрын

    www.cs.cornell.edu/courses/cs4780/2018fa/syllabus/index.html notes

  • @johanhegge6845
    @johanhegge684510 ай бұрын

    Love this guys' humor !!! (must some foreign genes ?) I don' think it's a coincidence many great teachers have a funny side, and he's in my sample to prove it ...

  • @AnnasWaheed
    @AnnasWaheed3 жыл бұрын

    At 2am out of no where I thought to learn machine learning lol and this video was so interesting probably going to watch it all this weekend lol. What are the pre reqs? Currently taking cal 3 at uni lol

  • @fatihfajral
    @fatihfajral3 жыл бұрын

    👍🙌

  • @VinOnline
    @VinOnline3 жыл бұрын

    I'm applying to Cornell now, if I get in I hope to meet you someday!

  • @gurazeez

    @gurazeez

    2 жыл бұрын

    well?

  • @VinOnline

    @VinOnline

    2 жыл бұрын

    @@gurazeez I did not get in :)

  • @gurazeez

    @gurazeez

    2 жыл бұрын

    @@VinOnline where u at these days?

  • @Oscar-ip3ys
    @Oscar-ip3ys2 жыл бұрын

    Thanks for the lecture, professor! I will (slowly) go through the entire course. I'm sure I will learn so much from this.

  • @kilianweinberger698

    @kilianweinberger698

    2 жыл бұрын

    Great!! Hang in there! Post a message to the last video when you are done.

  • @Oscar-ip3ys

    @Oscar-ip3ys

    2 жыл бұрын

    @@kilianweinberger698 Thanks for the cheering! I really appreciate it

  • @wentworthmiller1890
    @wentworthmiller18904 жыл бұрын

    30:30 Why oh why do other teachers not understand this?!?

  • @ps-tr2rm
    @ps-tr2rm3 жыл бұрын

    Are there any links to the code project? It would be very helpful cuz i want to implement the code too

  • @VV-xt7fj
    @VV-xt7fj2 жыл бұрын

    Professor Weinberger can you please provide us with past exam materials? The link that you gave in the description is not working. It shows the file has been deleted.

  • @sorgair
    @sorgair2 жыл бұрын

    can the past exams be reuploaded (link says they're deleted) or were they removed because of cornell's rules or something?

  • @doyourealise
    @doyourealise3 жыл бұрын

    sir can you recommend me some books to learn theory behind ml? Like bottom to up?

  • @adiflorense1477
    @adiflorense14773 жыл бұрын

    4:23 what about clustering. I think clustering belongs to traditional computer science because there is no output up front.

  • @deadbeef6657
    @deadbeef66575 жыл бұрын

    There is a whole blackmarket for the handouts .

  • @Alien-cr1zb
    @Alien-cr1zb Жыл бұрын

    did anyone come across the course assignments or projects, that would be a great help

  • @arrigocoen7856
    @arrigocoen78565 жыл бұрын

    Best Siri app 37:45!!

  • @ankurnath695
    @ankurnath6954 жыл бұрын

    Does anyone have programming assignments for this course?

  • @roronoa_d_law1075
    @roronoa_d_law10754 жыл бұрын

    Hello Richard Hendricks

  • @anshuman5554
    @anshuman55545 жыл бұрын

    please provide the assisnments with solutions

  • @kilianweinberger698

    @kilianweinberger698

    5 жыл бұрын

    Sure: Past 4780 exams are here: www.dropbox.com/s/zfr5w5bxxvizmnq/Kilian past Exams.zip?dl=0 Past 4780 Homeworks are here: www.dropbox.com/s/tbxnjzk5w67u0sp/Homeworks.zip?dl=0

  • @pixel7038
    @pixel70384 жыл бұрын

    Do you cover PyTorch (GPyTorch) in your videos?

  • @kilianweinberger698

    @kilianweinberger698

    4 жыл бұрын

    PyTorch is a library that allows easy implementation of neural networks. This course is more about the principles.

  • @QuantumBeatsLab
    @QuantumBeatsLab4 жыл бұрын

    how can I get those notes ??? somebody please give me the link or pdf file

  • @kilianweinberger698

    @kilianweinberger698

    4 жыл бұрын

    www.cs.cornell.edu/courses/cs4780/2018fa/lectures/index.html

  • @s.ashwinragavan7521
    @s.ashwinragavan75212 жыл бұрын

    professor, the homework files are no longer available.

  • @kunal6155
    @kunal61555 жыл бұрын

    Can this curse be followed by beginners (very basic programming experience)?

  • @TippyBits

    @TippyBits

    5 жыл бұрын

    Going off of the class number alone I think probably not. I am only just starting into this myself but for this course I expect you may need decent data structures and algorithms and a good concept of programming (program flow and control). Just a guess really though.

  • @sahanashridhar4351

    @sahanashridhar4351

    4 жыл бұрын

    If you think of it as a curse, maybe not! :P On a more serious note, he does simplify the concepts such that everyone could understand. You would definitely be more benefitted if you gain some programming experience tho.

  • @dhananjaypanage2472
    @dhananjaypanage24724 жыл бұрын

    Why no laptops btw?

  • @kilianweinberger698

    @kilianweinberger698

    4 жыл бұрын

    Super distracting for everybody who sits behind you.

  • @YnMillion
    @YnMillion2 жыл бұрын

    I want to be taught by Dr Doofenschmirtz too

  • @malikhashmat7308
    @malikhashmat73083 жыл бұрын

    Part II ? where is part I ??

  • @kilianweinberger698

    @kilianweinberger698

    3 жыл бұрын

    It is just about the logistics of the class ... boooring

  • @malikhashmat7308

    @malikhashmat7308

    3 жыл бұрын

    @@kilianweinberger698 haha... Okay

  • @hrushikeshvaidya1786
    @hrushikeshvaidya17863 жыл бұрын

    35:38 I can't sleep please what is an iid?!

  • @wentworthmiller1890

    @wentworthmiller1890

    3 жыл бұрын

    Independently identically distributed. Samples drawn from a uniform/Gaussian distribution (per my limited knowledge). Hope this helps.

  • @ehfo
    @ehfo5 жыл бұрын

    are notes available for public?

  • @kilianweinberger698

    @kilianweinberger698

    5 жыл бұрын

    Oh yes, here you go: www.cs.cornell.edu/courses/cs4780/2018fa/lectures/index.html

  • @kilianweinberger698

    @kilianweinberger698

    5 жыл бұрын

    Yes, you can find them here: www.cs.cornell.edu/courses/cs4780/2018fa/lectures/index.html

  • @ehfo

    @ehfo

    5 жыл бұрын

    @@kilianweinberger698 thank u

  • @gregmakov2680
    @gregmakov26802 жыл бұрын

    hahaha, vay la ML duoc 60 tuoi roi, gia roi :D:D:D

  • @fermisurface2616
    @fermisurface26164 ай бұрын

    *says some stuff* "aaaAAAHHhh" *says some more stuff* "aaAAAHHhhhh"

  • @gregmakov2680
    @gregmakov26802 жыл бұрын

    hahaha, exactly , see, I am right again :D:D:D tao noi roi, tao ma sinh ra o my la Bill hong co cua :D:D