6 Techniques That Help Me Study Machine Learning Five Days Per Week

Рет қаралды 84,172

Күн бұрын

In 2017, I started my own AI Master's Degree to learn machine learning by combining different resources. Studying online and on your own is hard. So I figured out ways to help. I now use these techniques to learn anything I want, machine learning included.
This video is based on an article I wrote with the same name - www.mrdbourke.com/6-technique...
Links:
Learn ML (beginner-friendly courses I teach) - www.mrdbourke.com/ml-courses/
ML courses/books I recommend - www.mrdbourke.com/ml-resources/
Read my novel Charlie Walks - www.charliewalks.com
Connect elsewhere:
Web - dbourke.link/web
Twitter - / mrdbourke
Twitch - / mrdbourke
ArXiv channel (past streams) - dbourke.link/archive-channel
Get email updates on my work - dbourke.link/newsletter
Timestamps:
0:00 - Intro
1:17 - 1: Reduce your search space
2:30 - 2: Fix your environment
3:45 - 3: Set the system up so you always win
4:51 - 4: Sometimes do nothing
6:15 - 5: Embrace the suck
6:56 - 6: The 3-year-old principle
8:45 - 7: Sleep your way to better knowledge
Thank you to Sam Bourke for the shoot planning and video editing help.

Пікірлер: 305

@anjanikumarsrivastava3613 2 жыл бұрын

Note to self - revisit this video every week till you internalize it. Very powerful Dan, thank you!

@mrdbourke 2 жыл бұрын

Thank you Anjani! Keep learning legend

@Dystopian1 2 жыл бұрын

Hey, its revisite time✌🏻✌🏻

@muhammadtawfiq6107 2 жыл бұрын

Words of wisdom. Organized persons share the same experience and methodology most of the time, but never get enough listening and watching a new one. best of luck Daniel and keep it on...

@DiffOriginal 2 жыл бұрын

Love it Daniel, been watching for 3 years now since college and you still inspire me to learn more. Love seeing you grow and improve. Hope you continue to do well and reach your dreams dude! ✌️❤️💪

@mrutyunjaybahirat9208 2 жыл бұрын

Thank you Daniel!! Your experiences are helping me a lot in setting up my curriculum for walking the path to transition into AI. Keep posting!

@dawazangpo4354 2 жыл бұрын

Hi Daniel, it was really helpful. I enjoy reading your blog and follow your machine learning path. Thanks mate for tips and tricks.

@bluesquirrel3257 2 жыл бұрын

I'm 41 and in the middle of changing careers... You're an inspiration to me Daniel. You are wise beyond your years and you're pushing me to study smart and hard in order to give my family a better future. Thank you for everything you do.

@happywednesday6741 2 жыл бұрын

Stop looking for inspiration, you're 41 and broke - that is your inspiration

@bluesquirrel3257 2 жыл бұрын

@@happywednesday6741 You've made a massive assumption there my friend... I never said I was broke. I said I wanted to give my family a better future. I also said I'm changing careers. Can you put 2 and 2 together? Thank you for your unwanted advice and have a happy Wednesday on this glorious Monday.

@happywednesday6741 2 жыл бұрын

@@bluesquirrel3257 not an assumption just running the numbers: watches ML influencer content, changing career in 40s = broke. Nothing wrong with being broke but you dont need (I hope not) some wet behind the ears 28 year old to motivate you to give you and your family a better life

@happywednesday6741 2 жыл бұрын

Pretty sure Daniel has written a bot for these replies 🙄

@mrdbourke 2 жыл бұрын

Thank you for the kind words, keep learning legend! PS Ignore Happy Wednesday, they're a fraud

@WhatsAI 2 жыл бұрын

Such a great video as always full of inspiration! I made the same thing building my own path as well a few years ago!

@bahadiryazici6618 2 жыл бұрын

I am very grateful that we have you who guide us, thank you daniel.

@mbasacokile7 2 жыл бұрын

Oh Danny boy!! Proper video man. Very insightful and informative. The script is pretty apt too.

@connorshorten6311 2 жыл бұрын

Powerful story, would make a great book!

@mrdbourke 2 жыл бұрын

Haha thank you thank you, I think it would too, perhaps such a book already exists: www.charliewalks.com

@yt-sh 2 жыл бұрын

@@mrdbourke people dont talk a lot about diffuse thinking and dot connection, is there any advice you can give me?

@IvanGoncharovAI 2 жыл бұрын

Such an immersive video. Wow! The fact that there's no background music and it's just narration + beautiful B-roll, really love the production on this one.

@mrdbourke 2 жыл бұрын

Thank you Ivan! I toyed with the idea of background music but decided not to

@anandbgrowthcoach 2 жыл бұрын

Amazing video!! Thanks a lot Daniel for sharing your study routine with all of us! I'll start using this ASAP for my ML Engineer training.

@mrdbourke 2 жыл бұрын

Thank you Anand! All the best legend!

@reggiegermar7291 2 жыл бұрын

Learning is a journey, and the investment mostly is TIME. Good, realistic reminders on this vid. Thanks for sharing.

@mrdbourke 2 жыл бұрын

Thank you Reggie! I appreciate it!

@elhamnazif 2 жыл бұрын

Excellent video, I love your style of presenting information!

@ROC4Life96 2 жыл бұрын

Great video, very well done. I've subbed to you waaaaay back when and the growth is amazing. Seriously, great work

@mrdbourke 2 жыл бұрын

Thank you Jamil! I appreciate the support legend

@paulntalo1425 2 жыл бұрын

Thank you for sharing such inspiring insights.

@jiwan88 2 жыл бұрын

This video is so great. Thank you for the great mindset💙

@gero8049 2 жыл бұрын

I Gonna tell you. I am finally breaking in on the field and your channel was my number one motivational fuel. Thanks!

@mrdbourke 2 жыл бұрын

Keep going Gero! You've got this!

@mudit2187 2 жыл бұрын

WoW!! Man hats off !! I stumbled upon your video and ... what to say. I have been trying to learn machine learning and thank you for the inspiration !!

@mrdbourke 2 жыл бұрын

Thank you Mudit! Glad you enjoyed :) - all the best my friend

@abhijithmohan8161 2 жыл бұрын

Amazing story and great lessons. Thank you Daniel.

@amdenis Жыл бұрын

Great job man! Excellent recommendation about not having too many options, as it can and does lead to “choice paralysis”, along with analysis paralysis along the way. Although everyone learns differently (e.g. I can’t study with music, although some of the most amazing people I have been on projects with over the decades love everything from punk to classical, and it so works for them). As someone who has programmed professionally since the 1980’s across everything from procedural and OOP to AI and .mil environments unlike anything on the outside. While my 2 years of HS and 4 years of college CS study and degrees were definitely very useful and glad I got it, it really took years of projects to start to get in the groove. Stick with it and have as much fun as you can along the way. You are so right that learning can not only be fun and enriching, but the path itself.

@do_lee_di 2 жыл бұрын

Nice! Been on the same path. This is encouraging.

@md.niazmorshed3960 2 жыл бұрын

I don't think you have any idea how much this video helped me man.... So much love!

@Janamejaya.Channegowda 2 жыл бұрын

Best video in a very long time, this and your arxiv channel are simply brilliant. Keep up the great work.

@mrdbourke 2 жыл бұрын

Thank you Janamejaya, plenty more to come!

@anandsharma16 Жыл бұрын

You are a legend! Thank you for everything, and all the motivation

@FarisSkt 2 жыл бұрын

awesome advice you cant find anywhere else. so proud to see you grow since i first subscribed to your channel!

@mrdbourke 2 жыл бұрын

thank you thank you thank you! I appreciate the support

@subramaniananantharaman1548 2 жыл бұрын

super motivating :) Thanks Daniel Bourke !

@SatyaMedidi Жыл бұрын

Great Inspiration Bro... Many Thanks for all the effort in organizing and sharing the valuable content!!

@mrdbourke Жыл бұрын

Thank you Satya! Keep learning legend!

@kevinmccallister7647 2 жыл бұрын

Wow amazing video, just what I needed. I was trying to put together a list just like this thank you for making it easier

@mrdbourke 2 жыл бұрын

Thank you Kevin! I appreciate it

@cziffras9114 3 ай бұрын

This video says what I am exactly repeating over and over to my sisters, this is the teaching I drew from my preparatory classes and my first year of master in engineering while I was struggling to be the best I could in math and programming while remaining at home and commuting for hours every day, it was hard but the richest experience I had. It seems that you lived exactly the same... but even worse... Seeing the bright side, you made it a fantastic video and a wonderful ytb channel too, cheers from France

@maxgomez4909 2 жыл бұрын

It gave me peace when you said that it is frequent to forget things you've read. I did the course Learning how to learn and believe me, I've followed the techniques they teach in there (and certainly they work, but not absolutely. Or at least for me). But the magic happens at the intersection of other realms of knowledge :).

@mrdbourke 2 жыл бұрын

I live for the moment 1% of something I learn crosses over with 1% somewhere else

@rgb5521 2 жыл бұрын

Cool video, ❤️ it!!!! Your drive is inspiring. Thank you for sharing

@mrdbourke 2 жыл бұрын

Thank you legend! I appreciate it

@rickydonne802 2 жыл бұрын

I started my journey following your DS roadmap. Will start with NumPy this week. Thank you so much. The video is amazing

@3akube897 2 жыл бұрын

Hey Ricky, I am also looking for a career in DS is it ok if discuss somethings with you.

@laasyakrupa9001 2 жыл бұрын

Insightful! Thanks so much!

@mehdizobiri9267 2 жыл бұрын

Sick !!!! love it man , u really do have a knack for this kind of videos

@mrdbourke 2 жыл бұрын

Thank you Mehdi!

@adrianmaulanamuhammad7225 2 жыл бұрын

I love this, you should have a podcast!

@riddhirajghosh989 2 жыл бұрын

Unexpectedly found this gold in KZfaq. I just entered college couple of months back and this is what i wanna do. All the points you mentioned, the way you described were better than millions of study motivation/tips and tricks videos 😂 keep up. I am younger than you and wish u all the very best. I loved this video. I'll keep watching it over and over again. A pot of gold u shared

@mrdbourke 2 жыл бұрын

Thank you Riddhi! Keep learning legend, I'm glad you enjoyed

@brandonbailey2850 Жыл бұрын

Didn't know how much i needed that, thanks

@alvinkimata1388 2 жыл бұрын

Really motivational, Daniel. I pray for your prosperity.

@mrdbourke 2 жыл бұрын

Thank you Kimata!

@dotted_rarity5 2 жыл бұрын

Thank you for this Dan ! Its brilliant.

@mrdbourke 2 жыл бұрын

Thank you Dotted! I appreciate it legend

@programming_and_snacks5192 2 жыл бұрын

Hey Daniel, I’ve been a long subscriber of your channel. My name is Sid. Even though I’m not curious and interested in pursuing a path in ML anymore, I just want to say that I still watch your videos and there’s still a ton I can learn from you. Keep up the good work man :)

@mrdbourke 2 жыл бұрын

Thank you Sid! I remember you! Thank you for the long time support, keep creating legend

@davepunk2077 5 ай бұрын

Thanks Daniel, I"m on going on your course. Effective and easy to learn, pray me to finish this course and I will be a AI jedi.. haha peace

@sidharthsingh5905 2 жыл бұрын

Solid advise Daniel. Thanks for this.. good night ❤️

@mrdbourke 2 жыл бұрын

Thank you Sidharth, keep learning legend

@haowang2638 Жыл бұрын

Like your video very much, good job!

@emiliofajardo7757 Жыл бұрын

My guy, this video transcends tips to learn machine leaning. Remarkable !

@jainamshroff4998 2 жыл бұрын

Dude, You're a legend. You motivate me so much...........

@harishs9808 2 жыл бұрын

loved the narration!

@DanHartwigMusic 2 жыл бұрын

Wow really didn't go looking for this or know I needed it, but damn I needed this. Thank you for making this, and just being a straight up real person on this topic. I've caught your videos off and on from almost where you began with this video if I'm remembering correctly. The internet is full of fakes when it comes to this area of study and industry. You're a welcome breath of fresh air.

@mrdbourke 2 жыл бұрын

Woah! This is a huge comment, thank you for the kind words Daniel, I really appreciate it. PS great name ;)

@pujyamvssnkdheeraj5069 Ай бұрын

Great! That's a really great journey. Can you please suggest a roadmap and the best books to learn about AI? I am very passionate about it. 🙏🏻

@tituspowell Ай бұрын

Incredibly inspiring and relevant. I'm also changing career and going through a year of intensive self-study of machine learning - my own AI Master's degree. Your PyTorch 'in a day' course was the breakthrough that finally meant I felt I was starting to understand deep learning. You're a fantastic teacher and inspiration. Thanks Daniel!

@mrdbourke 29 күн бұрын

Thank you! Glad you enjoyed. Keep learning legend, the days are long but the years are short.

@nathang83 2 жыл бұрын

Great video mate, cheers.

@rembautimes8808 2 жыл бұрын

Very good video and I shared it with some Mums I know. There are so many profound concepts explored, everything from neuroscience, utility theory, entrepreneurship and of course a wee bit of ML. Hopefully it gets on those viral video billboards. Would like to see a video on your day to day life as ML Grandmaster

@mrdbourke 2 жыл бұрын

Thank you so much for the kind words Rembau! I really appreciate it

@riccardoformenti4332 2 жыл бұрын

Best video of yours. Keep this quality up man

@mrdbourke 2 жыл бұрын

Thank you Riccardo! Glad you enjoyed legend

@azmodanpc 2 жыл бұрын

@6:15 Since I'm a former collegiate rower this should be par for the course. Triathletes and other endurance sport practitioners should feel at home with this too.

@yogeshhasabe4931 2 жыл бұрын

Simply INSPIRATIONAL...!! 👏 Great one my Friend & it just sparks the same fire amongst us too 🔥 Respect ++ && Learning++ 🙌🙌

@mrdbourke 2 жыл бұрын

Thank you Yogesh! Keep learning my friend

@yogeshhasabe4931 2 жыл бұрын

@@mrdbourke Also the story telling & videography are worth appreciating AWESOME :)

@ahmeddarwish1752 2 жыл бұрын

That's amazing inspiring journey, keep it up bro, nice video ✌️👍

@mrdbourke 2 жыл бұрын

Thank you Ahmed!

@maximilianka1498 2 жыл бұрын

Really enjoyed listening to this!

@marco.nascimento 2 жыл бұрын

Nice storytelling and good tips! :)

@halibrahim 2 жыл бұрын

Amazing. Thank you bro

@i_youtube_ 2 жыл бұрын

After 9 months you got job in this field!! Man, you are inspiring!

@DavidDiaz-zg5sv Жыл бұрын

Thank you so much for this.

@torusgently3206 2 жыл бұрын

Wow, thank you for this video. After, 3 h oh not getting to sleep because of thinking I suck at this, your video gave me hope. Tomorrow I will embrace the suck and go on. This video is gold. Thank you so much!

@mrdbourke 2 жыл бұрын

you got this Torus! I believe in you

@MohdYusufAbdulHamid 7 ай бұрын

Just wanted to say, thank you. Really appreciate your videos.

@mrdbourke 7 ай бұрын

You’re welcome Yusuf! Glad to hear you’re enjoying them!

@confusedbong1800 2 жыл бұрын

Wow, this is the video I was looking for. Probably then I would be able to come out of my confused state of mind. But, I think I have to watch it over and over again to assimilate the knowledge. Somewhere I read , if someone does a task for 21 days without any break, that task becomes part of his routine. I think I have to do the same for 21 days.

@netanelmad Жыл бұрын

Thank you very much!

@egehanasal710 2 жыл бұрын

Great video. Thanks Daniel

@mrdbourke 2 жыл бұрын

Thank you Egehan!

@pariamoghiseh9333 2 жыл бұрын

what a great video absolutely loved it !

@mrdbourke 2 жыл бұрын

Thank you Paria!

@aryamanism 2 жыл бұрын

This is just what I needed. Trying to become a full stack developer, I'm at the very start of this journey and it has quickly taken out the enthusiasm from me. You reminded me why I was doing it, thankyou so much man!!!

@mrdbourke 2 жыл бұрын

You got this Aryaman!

@__________________________6910 2 жыл бұрын

Thanks for inspire us.

@gangamanna4647 2 жыл бұрын

I am in 1st year, and curious about the same. I hope I can start following your pathway to get started

@Moiez101 3 ай бұрын

holy fucking smokes dude. You are such an inspiration. I studied philosophy and geography at uni, never imagined i'd be doing freaking data science and machine learning. I also studied nutrition coaching, and exercise science but only use what I learned to help people. I love the way you approach life as in you are involved in doing so many things. And your drive is insane. Let's get it!

@abu-yousuf Жыл бұрын

Thanks for sharing your hard earned experience and wisdom with your fellow humans. May you reach new heights in your life and career.

@mrdbourke Жыл бұрын

Thank you Ali! I appreciate it!

@gauravreddy3732 2 жыл бұрын

Motivation with Classic Daniel Story Telling !! Couldn't get any better 🤓

@mrdbourke 2 жыл бұрын

Thank you Gaurav! I appreciate it

@sitrakaforler8696 Жыл бұрын

Dude. You are a héros. BRAVO. BRAVO !!!

@wissemnaoui Жыл бұрын

This could've easily turn out to a self help book of a sort..thanks mate

@adwaitpatil8300 2 жыл бұрын

I will keep watching this video until I am confident enough that I will follow a track I design thanks for the motivation excellent work!!!!!

@mrdbourke 2 жыл бұрын

Keep learning Adwait!

@sunwicked 2 жыл бұрын

Learning how to learn is the one course everyone should take. Life changing.

@mrdbourke 2 жыл бұрын

Agree, should be compulsory for college and high school students

@CodeEmporium 2 жыл бұрын

Love the story telling.

@mrdbourke 2 жыл бұрын

Thank you thank you thank you

@gerardohuerta567 2 жыл бұрын

Great! Thanks!

@ibramesam2396 Жыл бұрын

Thanks brother 🙏God bless you

@md6830 2 жыл бұрын

Hahaha, your accent is so lovely. Thanks for this motivation. Good morning from Egypt 💕

@mrdbourke 2 жыл бұрын

Love from Australia! 🇦🇺

@shishirmaharaj6585 2 жыл бұрын

Charlie's story was amazing!!

@prabhavkaula9697 2 жыл бұрын

That was an awesome video about how to learn ML. I think about doing ML the right way all the time. Thank you for formulating the ideas so well into 6 or 7 points. I wanted to know if you recommend the meta learning book by Radek Osmulski.

@mrdbourke 2 жыл бұрын

Thank you thank you! I've never read the book but I've heard great things about it - I'm sure we share many of the same view points

@varunnayyar3138 2 жыл бұрын

Great one Daniel.

@mrdbourke 2 жыл бұрын

Thank you Varun

@abhijitkhandpasole1474 2 жыл бұрын

Truely Inspirational really loved ur story and hardwork !!!! I have one question, may I know where I can find that chart you have show in the end of the video showing path of machine learning ?

@mrdbourke 2 жыл бұрын

Thank you thank you! That chart is from my machine learning roadmap video - www.mrdbourke.com/2020-machine-learning-roadmap/

@saumyaranjannayak2101 2 жыл бұрын

Loved it !

@aminuabdulsalami4325 Жыл бұрын

I will definitely give this a try...

@irugal8964 2 жыл бұрын

🤘A Great video. Thanks

@shivu.sonwane4429 2 жыл бұрын

😊 thanks for sharing

@anthonyng843 2 жыл бұрын

The problem I am facing right now, thank you for this!

@mrdbourke 2 жыл бұрын

You got this Anthony

@ddddsdsdsd Жыл бұрын

GOOD WORK!

@temiloluwaawoyele1125 2 жыл бұрын

I really love Dan's attitude to life..

@Username-rm1rl 2 жыл бұрын

For point 3, I love the pomodoro set up you have (25min periods of concentration). But what do we do when we can't solve something? Do you just move on? I always seem to get bogged down on issues and then my motivation decreases and negative thoughts can sometimes emerge. Any tips on how you move on or complete it that would be awesome!

@Sunny-qe5el 2 жыл бұрын

Keep up the good work.

@arshs4742 2 жыл бұрын

Wow this video is much much more than its titile says great work 👍

@mrdbourke 2 жыл бұрын

Thank you Arsh! Glad you enjoyed

@iworeushankaonce Жыл бұрын

"You can't always control whether you make progress with study; but you can control how much time you spent on something" - A quote worth putting on the wall.