A Day in the Life of a Machine Learning Engineer (at a *small* startup)

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  • Опубліковано 21 лис 2024

КОМЕНТАРІ • 685

  • @GoldenTV3
    @GoldenTV3 4 місяці тому +1254

    You forgot the 1 hour meditation, the audio book, the cold plunge, the sauna, the 1 hour gym session, 2 hours of answering emails.

    • @mrdbourke
      @mrdbourke  4 місяці тому +90

      😂

    • @eygs493
      @eygs493 4 місяці тому

      @@mrdbourke lmao,ubuntu? nah mate you lame

    • @eygs493
      @eygs493 4 місяці тому

      @@mrdbourke i use arch btw

    • @Creativeskillshub
      @Creativeskillshub 4 місяці тому +54

      The 2 hours of answering emails struggle is real

    • @ChewieTomatoes1
      @ChewieTomatoes1 4 місяці тому +83

      You forgot the Master Course we can all buy for $100

  • @c.b.twenty9127
    @c.b.twenty9127 5 місяців тому +607

    This was the best "A Day in the life" video so far, very authentic and felt like being part of the team 😂

    • @saqibshafin
      @saqibshafin 4 місяці тому +7

      This is the video where I felt like I want to be like them! Productive. Enthusiastic.

    • @eskimogc4587
      @eskimogc4587 4 місяці тому

      " felt like being part of the team" 🤣

    • @patrickgamboa7270
      @patrickgamboa7270 Місяць тому

      Also to note they have their startup in their home too feels more relaxing than a commercial space

  • @FUBAU
    @FUBAU 5 місяців тому +116

    One of the best “A day in the life” videos I've seen and actually provides insight into the work!
    Not like many others, just vlogging their day and joining meetings without sound all the time. Love it!

  • @anderson3889
    @anderson3889 4 місяці тому +328

    i love how authentic this video was, none of that drama shit

    • @mrdbourke
      @mrdbourke  4 місяці тому +7

      Glad you enjoyed! We like to keep it pretty chill and simple.

  • @robertrockson5959
    @robertrockson5959 4 місяці тому +18

    No day in a life video matches this on. Dude actually shows his code as if he is doing a tutorial. This is just wonderful man, God bless your hustle🙏

  • @pablocs12
    @pablocs12 5 місяців тому +53

    Great video! As a Data Scientist working remotely for a gaming company, I felt nostalgic for the days when I used to gather with my colleagues in a small room to work together like you guys!
    Keep going!

  • @francislalhmuakliana766
    @francislalhmuakliana766 4 місяці тому +50

    Wow! That's how ML development is being carried outside of school. Now, i'm hooked!

    • @mrdbourke
      @mrdbourke  4 місяці тому +10

      Woohoo!!! Word of warning: ML can be very addictive :P (I'll let you decide whether that's good or bad haha)

    • @francislalhmuakliana766
      @francislalhmuakliana766 4 місяці тому +1

      @@mrdbourke Definitely bad :P

  • @agi_lab
    @agi_lab 4 місяці тому +2

    Man, from watching you doing coursera courses now building at scale, time goes by.
    Same goes for me, from being a school student to working in an AI startup. Ur chanel has been an inspiration for the idea of learning

  • @roast-salamander
    @roast-salamander 5 місяців тому +179

    Being an ML engineer with no source of income is not a joke. I am kinda new into ML and I trained my model for a day and couldnt use my PC

    • @MultiMojo
      @MultiMojo 4 місяці тому +6

      You can buy a used laptop to browse the internet and do stuff while your model trains. Or buy one of those mini-PCs with Oculink egpu support to use as a training system.

    • @rikudouensof
      @rikudouensof 4 місяці тому +5

      Is a virtual machine
      not a good approach?

    • @roast-salamander
      @roast-salamander 4 місяці тому +7

      @@rikudouensof even the virtual machines cost money 💀 I'm cooked

    • @Onyxdude
      @Onyxdude 4 місяці тому +1

      @@roast-salamander oracle vm is free?

    • @YuriiPalchynskyi
      @YuriiPalchynskyi 4 місяці тому

      Run command in background mode

  • @rock3tcatU233
    @rock3tcatU233 5 місяців тому +57

    Thanks again for creating that massive PyTorch course. That was a great help in my journey into ML.

    • @mrdbourke
      @mrdbourke  5 місяців тому +8

      Glad you liked it! And you're very welcome! Enjoy the epic world of ML

    • @tomhoq2003
      @tomhoq2003 4 місяці тому

      @@mrdbourke Hi! Where can i find said course?

    • @mrdbourke
      @mrdbourke  4 місяці тому

      @@tomhoq2003 on my UA-cam channel (search “Learn PyTorch in a day”). Also see learnpytorch.io

  • @cactusiast
    @cactusiast 2 місяці тому

    These 3 genius people in the small room is working on an app that can change the world. So amazing! I was inspired!

  • @MLexploring
    @MLexploring 5 місяців тому +43

    If I will be able to work with this man in such a balanced setup, trust me I will work all the time. I am learning deep learning while studying physics from 3rd world country. it's hard to understand by how much we go through living in a third country. I wish I will make it to go to a developed country!

    • @benravenhill484
      @benravenhill484 4 місяці тому +2

      living in a 3rd world country here too, bro. It sucks lol

    • @oksowhat
      @oksowhat 4 місяці тому

      where?

    • @Soulseeologia
      @Soulseeologia 4 місяці тому +4

      Stay home fix your own country

    • @darianmorat
      @darianmorat 4 місяці тому +4

      @@Soulseeologia get your point... but not realistic haha

    • @andiuptown1711
      @andiuptown1711 3 місяці тому +2

      @@darianmoratExactly

  • @armandf.s4036
    @armandf.s4036 4 місяці тому

    One of the best day in the life videos ever, no cringe morning routine that wastes 1 hour, no reading books that aren't related to the job field, no nothing, just straight work and grind.
    I'm also interested in getting a Machine Learning Job too, currently grinding and studying for it everyday and I hope to have a similiar job here.

  • @mostafagalal1584
    @mostafagalal1584 Місяць тому

    This video made me happy, i have been lerning data science for the last 6 months and got a bit tired, this video gave me push, thanks man

  • @Qwme5
    @Qwme5 4 місяці тому +6

    You have truly inspired me, and I wish you the best of luck in your endeavors. I watched the video several times, and I enjoyed the small work environment and the interaction between you. I also liked how you manage your time effectively, eating, resting, exercising, and reading. This discipline will help your company achieve its goals because you have the necessary qualifications and capabilities.

    • @mrdbourke
      @mrdbourke  4 місяці тому +1

      Wow, what a beautiful comment. Thank you so much for the kind words, we really appreciate it.

  • @rupindersingh1312
    @rupindersingh1312 5 місяців тому +20

    This is the best "A Day in the life" video which i have watched so far.
    literally loved the whole video and how u have shown what ML folks really do.
    Kindly make more of such videos.

    • @mrdbourke
      @mrdbourke  4 місяці тому +1

      Glad you enjoyed! Thank you for the kind words

  • @vladimirbosinceanu5778
    @vladimirbosinceanu5778 4 місяці тому

    Familiarity with the dataset you are working with is crucial for an ML engineer so kudos for getting your hands dirty and labeling. Also, if I had to look at food images all day my body weight will explode like my gradients. Thank you for sharing!

  • @whiskymarko
    @whiskymarko 4 місяці тому +2

    Wish you guy all the best success
    This looks like a path to be on, not stuck in a shitty cubical job

  • @infini.tesimo
    @infini.tesimo 4 місяці тому +1

    Now THIS is what you call doing what you love. It felt very real and authentic. Nothing was forced yet it was pretty organized. I actually had no idea what went through Machine Learning and it turns out it is A LOT but you make it look easy lol. Subbed.

  • @afkhoso
    @afkhoso 2 місяці тому

    This video was helpful to me as an mle myself. Nice to see your models training in real time. Cool stuff. I need to brush up, but hire me in six months 😊

  • @taeefnajib
    @taeefnajib 5 місяців тому +14

    Oh man! I was randomly watching the video and enjoying the good vibe at your workplace. Then I noticed the name Daniel Bourke. You and Andrei Neagoie made an Udemy course which made me who I am today! Thank you, guys!

    • @mrdbourke
      @mrdbourke  4 місяці тому +2

      So stoked to hear legend! Glad you enjoyed the course :)

  • @user-q1b2s
    @user-q1b2s 2 місяці тому +1

    i wish u all the very best mate. Definately will remember u.

  • @santiagoroldan3163
    @santiagoroldan3163 4 місяці тому

    Daniel, thanks for the video! You could make a video about what it's like to create a startup, how to get customers and everything related to a startup.

  • @protokon842
    @protokon842 4 місяці тому

    That was a neat little trick to leave the PSU outside the case on your deep learning PC. Simple, effective way to manage heat!

  • @meqdaddev4341
    @meqdaddev4341 Місяць тому

    Cool vibes and realistic 'A day in the life'...
    Keep ML-ing...

  • @yudistirapratama6816
    @yudistirapratama6816 3 місяці тому

    Thank you for showing me this. It really fascinating, it looks really authentic, I am so excited to learn machine learning. Thank you so much guys, God blessed you.

  • @JJ-tr8cu
    @JJ-tr8cu 4 місяці тому

    Half way into the video and learned a lot more about machine learning than I did elsewhere. I love the positivity and great vibes. Keep it up guys!

    • @mrdbourke
      @mrdbourke  4 місяці тому

      That’s a big compliment! Thank you and glad you’re enjoying

  • @anthonysheldonx
    @anthonysheldonx 4 місяці тому +1

    Love the video, proper insight into what your doing unlike the typical tech day in the life vids. Fills me with inspiration to emulate what you guys are doing in the future.

  • @Andre-mi6fk
    @Andre-mi6fk 4 місяці тому

    I would love to work with this guy. His energy and charisma will make projects so much more exciting even when thing are not going well. Genchi Genbutsu 🙏🏽

  • @chonzadaniel
    @chonzadaniel 4 місяці тому

    Impressive stuff Daniel. Watching a dedicated ML/CV developers' team on site teaches a lot, very motivating, thanks!

  • @jakewong6305
    @jakewong6305 5 місяців тому +1

    home office, i love it. my training machine only a 7 years old 2nd hand note book , gtx1050 with cuda. it just fit my need!

  • @user_98701
    @user_98701 4 місяці тому +1

    I hope that one day I will have a hard-working and harmonious team. Good work !

  • @strickvl
    @strickvl 5 місяців тому +5

    Love love love this video. Thank you for uploading. Esp love that you're training your models locally and also the data-first approach. Keep up the good work!

  • @edetmmekut809
    @edetmmekut809 4 місяці тому

    Have been following you for years.happy to see the progress.i feel so lazy

  • @Harry-ib5rf
    @Harry-ib5rf 4 місяці тому +1

    Ahhhh love the vibe! Also, finally someone doing ML Engineering version. Keep it up more mate. I'm also an ML Engineer for a while and really love your vlog.

  • @generalistengineer
    @generalistengineer Місяць тому

    Love the exercise snacks. I'll put them into my routine! Thanks for sharing.

  • @ChukwudaluDumebi-Kachikwu
    @ChukwudaluDumebi-Kachikwu 5 місяців тому +1

    Hey I just wanted to say this was a great video. I want to become a machine learning engineer and I feel like this one of the few day in a life videos that gave me an idea what to expect

    • @mrdbourke
      @mrdbourke  4 місяці тому +1

      You got this! Being a machine learning engineer is all about being one with the data and keeping the data flywheel going.

  • @JedMonsanto
    @JedMonsanto 4 місяці тому

    This is the most productive Day in the Life video in all aspect by far. Wish of luck to your goal as a startup. All the best

  • @davidyoo647
    @davidyoo647 4 місяці тому +1

    This is a true day in the life blog!
    thanks for sharing and mentioning the technical details and roadblocks in the video.
    super impressed with the progress of the app and will be following along with the journey

  • @spookimiiki5891
    @spookimiiki5891 4 місяці тому +3

    This was actually a genuinely good video, which I'm delighted to have watched. Please, do keep on making these.

  • @azizbeksafarov584
    @azizbeksafarov584 Місяць тому

    you guys doing thing, doing really good things. This is what i think a real developers

  • @joeshef
    @joeshef 3 місяці тому

    Sick idea. Good on you for seeing this vision and keeping at it.

  • @outredev
    @outredev 4 місяці тому

    Super nice office, the backyard is super nice to take a pause or unwind after work with colleagues!

  • @pnwrunning
    @pnwrunning 4 місяці тому

    Happiest sounding startup team ever. This video is likely going to help you recruit so many new team members. Just brilliant.

  • @GARAVYADV
    @GARAVYADV 2 місяці тому

    Thank you for being authentic and no cinematic bullshit

  • @Engrbilal143
    @Engrbilal143 4 місяці тому

    This is so relatable. Experiencing the same routine. As far as fusing of vision and language model is concerned, you should probably use a VLM eg Florence 2 or Paligemma

  • @roflpeter
    @roflpeter 4 місяці тому

    I think the most important metric to improve is cycle time for experiments.
    Two questions:
    1. Why not use ChatGPT / Claude / etc. to label pictures and review the labels
    2. Why not use the Cloud to train the models
    Would reduce the training time significantly and you get feedback a lot faster.
    Drawback: Costs

  • @the_value_vault
    @the_value_vault 4 місяці тому +1

    The error explanation notes are genuinely amazing, might be one of the reasons I continued watching

    • @mrdbourke
      @mrdbourke  4 місяці тому +2

      Glad you liked them! I realised when editing how many things I said that someone who's not 100% familiar with ML might not fully understand.

    • @the_value_vault
      @the_value_vault Місяць тому

      @@mrdbourke hey! revisiting this video today for more insights...kinda loved the complete explanation of the process, looking forward to more similar vlogs

  • @HalilaSaif
    @HalilaSaif 4 місяці тому

    The energy, the teamwork, and the positive vibes are truly amazing - I can feel it from the video.✨👏

    • @mrdbourke
      @mrdbourke  4 місяці тому +1

      Thank you! Glad you enjoyed it. We have a lot of fun!

  • @-uz
    @-uz 4 місяці тому +1

    Thank god the algorithm recommended me this, content is pure gold!

  • @thekaikage
    @thekaikage 3 місяці тому

    Love the video Daniel🎉. Also, big thanks for your PyTorch course ❤. It’s been a huge for me getting into the world of ML.

  • @MUSTAPHAMomoh-iy8oz
    @MUSTAPHAMomoh-iy8oz 4 місяці тому +7

    I worked at a similar small startup recently. Just me (ML), the sales guy (founder) and the infrastructure guy. Unfortunately, we didn’t get the funding needed to keep it running so we had to close shop. I really loved it while it lasted. Why? Everyone on the team could code, in fact I was the least experienced guy (the others each had more than a decade of experience in Java). I was working primarily in Python. Whenever I got stuck, the sales guy will come in to help. I felt blessed working with people who knew what’s up. I didn’t need to dumb down things for them to grasp.

  • @miyamotomusashi5170
    @miyamotomusashi5170 5 місяців тому +4

    Thanks for uploading a video...I have subscribed to you 5 years back

  • @phuongbui4345
    @phuongbui4345 4 місяці тому

    Very insightful, the actually helpful kind of "a day in the life of" some kind of profession. Really helped me to get to know more about how an ML engineer works.

  • @demo_projects
    @demo_projects 3 місяці тому

    This is really awesome! Love how grounded and straightforward you explained everything.

  • @MP-vh1sp
    @MP-vh1sp 4 місяці тому

    Even if it is for promotion, it is a very refreshing "day in the life" !! Good work ! :)

  • @Bilal_Chafi
    @Bilal_Chafi 4 місяці тому +1

    Brother, whatever you're feeding your brain, keep it up! Your insights and energy are next level. Loving the content!

    • @mrdbourke
      @mrdbourke  4 місяці тому

      Thank you! The secret is whole foods, not too much!

  • @alexandercross4142
    @alexandercross4142 4 місяці тому

    this is the best startup video on UA-cam

  • @frankdaniel5216
    @frankdaniel5216 3 місяці тому +11

    i feel like a lot of youtubers make it seem that mle is building models from scratch when in reality the models are already built. Most of the work simply seems like it goes into data collection

  • @yahard42
    @yahard42 3 місяці тому

    as a former music producer/musician I was looking for inspiration for coding cause i'm currently learning it. this video is awesome in this aspect. it feels like if you maintain the vibe, the curiosity and all the progress is a really exciting way of living

  • @dangkhoatrannguyen6734
    @dangkhoatrannguyen6734 5 місяців тому

    I just feel happy watching this video. I still remember how you started out learning ML and DL in 2019 lol. You were the inspiration for me as I also started out around the same time lol. Fast forward 5 years and here you are with your own start up! Truly happy to see such development!

    • @mrdbourke
      @mrdbourke  4 місяці тому

      Woah! Thank you for the support over the years. Hope you're well brother. Keep machine learning!

  • @metadevgirl
    @metadevgirl 4 місяці тому

    Yes, I love this. Thanks for sharing. I'm working on setting up an ML lab in my home office and this is sooooo relatable.

  • @epicremo8795
    @epicremo8795 3 місяці тому

    You guys are doing amazing. Masha Allah!!! Keep on improving and make new projects that are even cooler and benefits people daily and changes their life. Hope it helps!

  • @nolanjue4719
    @nolanjue4719 4 місяці тому

    Very very nice idea, most likely already implemented, but perhaps you guys can mess around with recipes and perhaps even help with people’s cooking with your object + judging food quality/ foods interpretation with local LLMs(can be more expensive, but your solar power source can shoulder some of that!) when you guys get your object detection down.
    Loved the design as well.
    perhaps web scraping images can speed up the object detection collecting but I’m sure that leads to some cans of worms.
    Would love to see how this project goes and it boost off!

  • @davidhoruna
    @davidhoruna 2 місяці тому

    As a future ml engineer I find this video inspiring 😌

  • @jakubzboina7246
    @jakubzboina7246 4 місяці тому

    Very nice :D I'm training my LLMs and watching pros in action. Good luck ;)

  • @odvjetnikai
    @odvjetnikai 4 місяці тому +1

    This video legit made me download your app and start using it.. Well done guys!

    • @mrdbourke
      @mrdbourke  4 місяці тому +1

      Woohoo! Have fun and let us know if you feel we could improve it, we're all ears!

  • @LuccasVw
    @LuccasVw 4 місяці тому

    Really cool video, guys! Keep pushing hard! I have a data startup here in Argentina, and most of my days are very similar to yours

  • @abdushakoor0099
    @abdushakoor0099 4 місяці тому

    probably the best "a day in the life video" I've seen

  • @shehrozeshahzad4363
    @shehrozeshahzad4363 4 місяці тому

    Awsome 👍 video Daniel good knowing how Ml engineers work in day to day and also workflow optimization!

  • @FazriGading
    @FazriGading 4 місяці тому

    Thank you for sharing, Daniel! I wonder that I could be cool like you someday. Wish me luck on the future in Machine Learning Engineer. Cheers!

    • @mrdbourke
      @mrdbourke  4 місяці тому

      You’ve got this Fazri! Keep matching learning legend!

  • @anguspok3045
    @anguspok3045 3 місяці тому

    LOVING the enthusiasm and passion

  • @codyrogers1787
    @codyrogers1787 4 місяці тому +2

    Just starting my journey into IT at 24. Currently working through Datacamp. Been struggling to get an idea of what these types of jobs are like but man you paint a pretty picture! Super cool app, good to see a realistic and well explained day in the life vid. Good work mate 👍

  • @iamumairjaffer
    @iamumairjaffer 4 місяці тому +3

    I'm big fan of you, I've learned PyTorch and TensorFlow from your channel and I owe my ML journey to your clear and engaging tutorials. You're the best, Daniel! ❤❤❤

  • @metinunlu_
    @metinunlu_ 5 місяців тому

    Loved the video, I felt like I was doing a one-day internship, really informative and explained very well, thank you!

  • @LyanQ
    @LyanQ 4 місяці тому

    This was really a day in the life video, really appreciate your works.

    • @mrdbourke
      @mrdbourke  4 місяці тому

      Thank you! Glad you enjoyed it :)

  • @EmilyClaire-z5k
    @EmilyClaire-z5k 4 місяці тому

    this is so fun to watch and motivating that i feel like working with you guys or build an awesome team like yours

  • @mirabirhossain1842
    @mirabirhossain1842 4 місяці тому

    This video made me jealous. I am learning machine learning for like 3 years, hustle a bit, did some online unpaid projects, eventually got into a job, but in my job we only uses pretrained models api for various work. man i need to go out and train models. I am missing all the struggle and fun.

  • @asmartt
    @asmartt 4 місяці тому

    Thank you for sharing, it's particularly helpful for those who respect everyone and hygiene and always shower after training. They can now, without any doubt, return from any application by you and show another company for a job.

  • @yogeshhasabe4931
    @yogeshhasabe4931 4 місяці тому

    That’s so amazing bro Daniel !!!!!! 💯🙌🏼 That’s some awesome progress Nutrify (& obviously you guys) are doing 😁 ….. Keep it Up 🙌🏼

  • @felixtechmedia
    @felixtechmedia 4 місяці тому

    Just got the motivation I needed to go through my ML engineering learning journey 💪🏻

    • @mrdbourke
      @mrdbourke  4 місяці тому +1

      You got this! 💪

  • @jerrinmathewgeorgeieee7866
    @jerrinmathewgeorgeieee7866 4 місяці тому +1

    sound is low.
    Excellent annotation.
    Also great split screen effect.

  • @wirrexx
    @wirrexx 4 місяці тому +3

    This is beautiful, i have a test for an internship for a company that will be using ML and AI (GenAI). And having litteraly no experience, this video made me so happy.

  • @JustaKhorne
    @JustaKhorne 4 місяці тому +2

    Petition for machine learning roadmap

  • @PothosExplorer
    @PothosExplorer 4 місяці тому

    This is a really healthy a day in a life. Thanks for making such great content

    • @mrdbourke
      @mrdbourke  4 місяці тому +1

      Thank you! Glad you enjoyed :)

  • @pseabrook
    @pseabrook 4 місяці тому

    God damn it! Take a sub! This is the best day in the life of video with actual substance and not just fluffing about. Well done. Great to see another Aussie startup!!

  • @vedeshp3274
    @vedeshp3274 3 місяці тому

    wow! man great work with the app and machine learning
    thank you for the great content

  • @CarlosRodriguez-xk9ot
    @CarlosRodriguez-xk9ot 4 місяці тому

    Reminds me of a very popular tv series, 5 years ago..with the prediction of LLM's ...btw very Aussie style with the food the exercises and the sun, man I miss the sun u get there,

  • @Exiide89
    @Exiide89 2 місяці тому +1

    I would be hungry all the time just by looking at all those pics. 😂😂😂😂

  • @k_tully
    @k_tully 4 місяці тому

    Amazing stuff. Great to see a sneak peek into another fellow brizzy startup/business. Keep up the good work. 👌😎

  • @simply.nonchalant6006
    @simply.nonchalant6006 4 місяці тому

    Absolutely love this day in the life! I aspire to start something in the future, and this was super motivating!

  • @rohitugore
    @rohitugore 4 місяці тому

    An incredible video brother. Felt like part the team ❤.

  • @muscovitagamer
    @muscovitagamer 4 місяці тому +1

    What a wonderful content! Keep going, surely its going to be a banger!

    • @mrdbourke
      @mrdbourke  4 місяці тому +1

      Thank you! We really appreciate it.

  • @MelonHusk7
    @MelonHusk7 4 місяці тому

    Everything ik about ML is thanks to your courses!

  • @Rahi404
    @Rahi404 4 місяці тому

    I love how authentic this video was and this video is also a learning source for me. I just want to know if the model on iPhone runs locally or through API.

  • @mauroquiroga225
    @mauroquiroga225 4 місяці тому

    What a great video! You really hooked me throughout the entire video. Now I want to start learning ML asap 😂

    • @mrdbourke
      @mrdbourke  4 місяці тому

      Thank you! Glad you enjoyed it! If you wanna learn ML, I’m biased but I’ve got some great beginner-friendly courses: www.mrdbourke.com/ml-courses/

  • @ItsStaffDaddy
    @ItsStaffDaddy 4 місяці тому

    That ML with PyTorch and Sklearn book by Sebastian Raschka is great

  • @pedaladas182
    @pedaladas182 4 місяці тому

    I really enjoy watching your videos. Keep going, guys

  • @choisanismine
    @choisanismine 4 місяці тому

    u r such an inspiration daniel..waititng for pytorch 2.0 love ur vids

  • @OkyCapriatto
    @OkyCapriatto 4 місяці тому

    Hey i'm really passionate about the details. Thanks for sharing from Colombia.