I show 16-inch MacBook Pro's real-world performance on MACHINE LEARNING algorithms




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“Is 16-inch MacBook Pro good for Machine Learning?” “Which MacBook for Machine Learning?” – Many people have asked me these questions, so today I’m showing the real-world performance of the 16-inch MacBook Pro for machine learning algorithms!

First of all, what components in a laptop are important for machine learning? The answer is: CPU/GPU and RAM. So, does the 16-inch MBP have what it takes to take on machine learning beasts?

I’m running an unsupervised learning algorithm, k-means on a csv file with 1 millions rows and 50 columns (Btw, I have a separate video with a tutorial about this algorithm, check it out!).

If you’re deciding between the 16-inch MacBook Pro and the 2020 13-inch MacBook Pro for data science, I’m showing the real-world performance (e.g. the calculation speed) of both of these machines! The hottest question: “MBP13 or MBP16 for machine learning” answered with one video 😉

I also mentioned that there are some issues in FCPX on the 2020 13-inch MacBook Pro. They’re still not resolved…I have a separate video about that. For further info, check out this discussion on Apple’s forum:
https://discussions.apple.com/thread/251387186?page=1

The models tested in review:
-my old 5-year old laptop 😉
-base 16-inch MacBook Pro
-2020 13-inch MacBook Pro with 10th gen Intel processor and 16GB RAM (the $1799 configuration)

So, now that we know which Macbook is good for data science…
…Happy Deep Learning everyone!

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Comment List

  • Karolina Sowinska
    December 5, 2020

    Can you do the same video or talk about the new Macbook pro with the m1 chip and what it means for developers and machine learning engineers?

  • Karolina Sowinska
    December 5, 2020

    Can u make this same video on macbook pro m1?

  • Karolina Sowinska
    December 5, 2020

    I would love to see how one of the new M1 models compare

  • Karolina Sowinska
    December 5, 2020

    the video that made me subscribe to you. Thanks

  • Karolina Sowinska
    December 5, 2020

    It would be nice to see how Apple M1 handles machine learning. I don’t even know if you can run a Jupyter Notebook. It’s only out of curiosity.

  • Karolina Sowinska
    December 5, 2020

    Hello, Karolina awesome video. I hope you can help me with a decision of choosing between a mac and windows laptop. My masters degree is a combining everything from machine learning, data science and so on, you get the idea. My current laptop is not gonna cut it. I've always been a windows user , but I found most people prefer a mac over windows for the machine learning. I need a portable device. It would be a great help if you can suggest something. Right now, I've macbook pro16 and dell xps17 in mind. I don't want to spend such money on a device not right for my use.

  • Karolina Sowinska
    December 5, 2020

    The prettiest programmer ever!!!

  • Karolina Sowinska
    December 5, 2020

    Hello, can you do the same review on the new m1 macbooks please? 🤑😅

  • Karolina Sowinska
    December 5, 2020

    Hi Karolina, it would be very interesting how ml tasks on jupiter perform on the apple M1 SoC with it's neural engine. I want to replace my 5 year old Thinkpad Yoga 460 with an Apple Macbook Pro M1 with 8 GB Ram. Would you recoomend to pay another 200 € for 16 GB Ram (to keep more data in memory)?

  • Karolina Sowinska
    December 5, 2020

    Hi is the new macbook M1 13" is better than the one you are testing?

  • Karolina Sowinska
    December 5, 2020

    Thanks- i wonder if you tried building some NNs/LSTMs at 16”. Thx for your feedback

  • Karolina Sowinska
    December 5, 2020

    Why people run machine learning locally? Isn’t it stupidly to run the algorithm, that takes entire day, you will just seat near it and watch 😅

  • Karolina Sowinska
    December 5, 2020

    I hope you run this benchmark again on the new M1 Macs

  • Karolina Sowinska
    December 5, 2020

    Can you do a similar comparison with the new MacBook Pro 13 (the M1 chip one)
    Thanks In advance!

  • Karolina Sowinska
    December 5, 2020

    Great video! Are you planning to compare with the new 13-inch MacBook Pro with the apple proprietary processor M1?

  • Karolina Sowinska
    December 5, 2020

    I like your video and your talking style.

  • Karolina Sowinska
    December 5, 2020

    Hey Karolina , is Macbook pro capable of handling Deep Learning task as well ? I mean , can I perform or practice some deep learning projects for learning and personal projects ?

  • Karolina Sowinska
    December 5, 2020

    What upgrades should i spec out (more RAM/core i9 or GPU)?
    And will the base model i7 be enough for ML

  • Karolina Sowinska
    December 5, 2020

    What do you guys think of the new xps 15 with ubuntu vs the 16in mac

  • Karolina Sowinska
    December 5, 2020

    Even if you want to develop ios apps It is a very good machine for developers and nor MSI nor xps can be compared with it.

  • Karolina Sowinska
    December 5, 2020

    awesome video

  • Karolina Sowinska
    December 5, 2020

    What’s the point of comparing MacBook Pro 16 with 5 year old laptop ? May be put it against MSI or ROG ones and see how Mac blows out of water with half the price 🤷🏻‍♂️

  • Karolina Sowinska
    December 5, 2020

    Overall conclusion is that no matter what killer features are you have in your laptop when you reach the highest level of ML then you have only option of cloud computing…
    So is it better to buy macbook pro 13inch and do intermediate level of ML programming and doing advanced level of ML in cloud…???

  • Karolina Sowinska
    December 5, 2020

    sorry i hit subscribe button 2 times…great video…hehe

  • Karolina Sowinska
    December 5, 2020

    You got angry at Apple, bought another laptop.
    Your anger wasted you time and effort.
    It almost made you lose out on 'your love for beauty,’ as well.

  • Karolina Sowinska
    December 5, 2020

    Why not the XPS 15, it has both the i7 – for the cores, the Nvidia graphics chipset for DL, almost the same size – comes with a touch screen as well. Price? Well, a couple of bucks cheaper

  • Karolina Sowinska
    December 5, 2020

    I am really confused between ho omen with 16gb Ram, ryzen 7 4800h,and Rtx 2060 GPU with macbook pro 13 i5 8th gen with 8 gb RAM. please suggest which one should I go for??

  • Karolina Sowinska
    December 5, 2020

    Great video about comparison but I don't like mac book

    Also, if you have distributed data, you can use spark mllib in the cloud.

  • Karolina Sowinska
    December 5, 2020

    correction! roughly 6 times faster lol

  • Karolina Sowinska
    December 5, 2020

    That was very insightful and honest advise.
    You should consider doing a podcast, but then podcast could be an overkill given that this is already an interesting youtube channel. Anyways…subscribed yo ! 😉

  • Karolina Sowinska
    December 5, 2020

    good insights

  • Karolina Sowinska
    December 5, 2020

    My friend I loved your video. I got what I was searching but you should mention about Deep Learning also if MACBOOK PRO 16’ is good enough for deep learning.

  • Karolina Sowinska
    December 5, 2020

    Hey. Can you compare it to Razer blade 17

  • Karolina Sowinska
    December 5, 2020

    Can i work in where you r working..

  • Karolina Sowinska
    December 5, 2020

    Should have compared mac and xps

  • Karolina Sowinska
    December 5, 2020

    Hi there,i was thinking of buying a macbook air.So can you tell me will i be able to make and run an AI using python on Macbook or will i face problems in running self made AI.I know that if I make an AI on Windows it runs properly so is this the case with macbook also??Pls help me……

  • Karolina Sowinska
    December 5, 2020

    Ахахах, первый раз натыкаюсь на видос русскоговорящего человека, который вещает на английском 🙂 [по тематике МЛ]

  • Karolina Sowinska
    December 5, 2020

    Thank you very much, this video is very good advice

  • Karolina Sowinska
    December 5, 2020

    Hey, any news abt the new 13 inch MacBook pro? I can't find the i7 version on their French store, can you share with us the link where you bought it?

  • Karolina Sowinska
    December 5, 2020

    you look like Arturo Castro 🙂

  • Karolina Sowinska
    December 5, 2020

    Just love the way you speak😊

  • Karolina Sowinska
    December 5, 2020

    So can u plz tell me the best laptop for ml according to you …

  • Karolina Sowinska
    December 5, 2020

    I finally found someone who thought like me about GPU laptops. Cloud is the way!

  • Karolina Sowinska
    December 5, 2020

    Your insights are very helpful, thank you for the videos!

  • Karolina Sowinska
    December 5, 2020

    FInally finally someone said the truth:- You can't do high end machine learning deployments on the laptops, bcz companies want you to come out of your playground and deploy/do it on cloud. You earned a subscriber Karolina, which truly appreciates your knowledge. Thanks for posting this.

  • Karolina Sowinska
    December 5, 2020

    Excellent content

  • Karolina Sowinska
    December 5, 2020

    Thanks Carolina 😊

  • Karolina Sowinska
    December 5, 2020

    Hi, that is a great video, can you tell me your MacBook pro 16 inch model specs ?

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