This book will help you get a job in machine learning (ML Interviews Book) | ML Monthly June 2021

Ғылым және технология

Machine learning monthly covers the latest and greatest (but not always the latest) of the machine learning field from the previous month. You can expect exciting machine learning updates as well as dancing.
ML Monthly June 2021 - zerotomastery.io/blog/machine...
Learn ML (beginner-friendly course) - dbourke.link/mlcourse
Learn Deep Learning + TensorFlow (code-first) - dbourke.link/tfcourse
ML courses/books I recommend - www.mrdbourke.com/ml-resources/
Read TensorFlow Book (free) - learntensorflow.io
Connect elsewhere:
Web - dbourke.link/web
Twitch - / mrdbourke
ArXiv channel (past streams) - / @danielbourkearxiv2821
Get email updates on my work - dbourke.link/newsletter
Timestamps:
0:00 - Intro
0:32 - Sign up for future issues
1:04 - TensorFlow for Deep Learning Book (learntensorflow.io)
2:20 - Uber’s Data Culture from First Principles
5:01 - Text-based video editing
7:27 - GitHub Copilot (AI-powered partner programming)
9:54 - Microsoft + GitHub + OpenAI
11:03 - Machine Learning Interviews Book by Chip Huyen
17:32 - How Tesla are building full-self-driving (Andrei Karpathy CVPR 2021 talk)
19:48 - Facebook Kats and LinkedIn Greykite (Python time series libraries)
21:24 - All kinds of data augmentation with AugLy by Facebook
23:11 - Made with ML MLOps course complete
25:13 - MLOps toys (a website for MLOps tools)
25:58 - Training Transformers with Compact Transformers in 30-minutes
27:45 - How to think about applying NLP in production by Ines Montani
29:27 - Outro/dancing 🕺
#machinelearningmonthly #machinelearning

Пікірлер: 62

  • @WhatsAI
    @WhatsAI2 жыл бұрын

    Amazing ML monthly as always, Daniel!

  • @meghrajpardesi4181
    @meghrajpardesi41812 жыл бұрын

    Hey Denial, your ways are amazing, you made me smile just by doing your thing ( sharing knowledge.) keep the videos coming every month. love from India.

  • @ashikshafi1765
    @ashikshafi17652 жыл бұрын

    The movement at start of the video, from that moment I knew this is going to be great 😁 Read the blog version but the video one is always special.

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Hard to inject the same spirit into the blog version as the video version hahaha

  • @mohammadhasan3159
    @mohammadhasan31592 жыл бұрын

    Thanks for being a torchbearer for so many people like me.

  • @AshleySmithh
    @AshleySmithh2 жыл бұрын

    I’m only 10 mins into the video but that text-based video editing blew my mind! I’m still mind blown.. loving your content dude!

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    It blew my mind too… 🤯… especially the even longer sentence (check the original video) & thank you!

  • @seanrrichards
    @seanrrichards2 жыл бұрын

    As usual another great video. Much impressed!!

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Thank you Sean!

  • @yashpatel-wk7td
    @yashpatel-wk7td2 жыл бұрын

    If this could be titled like a F.R.I.E.N.D.S episode it would be like “The one with the best Dancing skills” . Thank you Daniel for making this great resource every month.

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    I love it Yash! Plenty more dancing to come!

  • @DataScienceGarage
    @DataScienceGarage2 жыл бұрын

    Great stuff again! Thanks for that!

  • @ayushchakraborty4406
    @ayushchakraborty44062 жыл бұрын

    Oh my the text based video editing is actually scary but is very cool, it almost looks flawless, like the face and voice, WOW! But great video as always mate, Dancee!!

  • @yogeshhasabe4931
    @yogeshhasabe49312 жыл бұрын

    The Master is back with his great recipes ..... :) Enjoyed it Completely !!

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Thank you Yogesh! I love seeing your comments

  • @ChaiTimeDataScience
    @ChaiTimeDataScience2 жыл бұрын

    Daniel, we need a monthly dance tradition! :D

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    You’re right… from now on all of my videos include some kind of dancing 🕺

  • @geekyprogrammer4831
    @geekyprogrammer48312 жыл бұрын

    that rain dance, in the beginning, was hilarious 😂 🤣 But you making great content videos buddy!

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Thank you :) glad you enjoyed

  • @tomwalczak4992
    @tomwalczak49922 жыл бұрын

    Great stuff Daniel!

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Thank you Tom!

  • @monaelkateb2652
    @monaelkateb26522 жыл бұрын

    Your tutorials are the best, thank you.

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Thank you Mona!

  • @habeebrahman9790
    @habeebrahman97902 жыл бұрын

    What a beautiful guider .i love lot, I think u are great tool for me, like tensor flow for deep learning 👍

  • @user-to7dp2uc3o
    @user-to7dp2uc3o2 жыл бұрын

    Great!!!

  • @Uditha
    @Uditha2 жыл бұрын

    My Deep Learning and Tensorflow Guru ...

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    🧘‍♂️

  • @erasmus5369
    @erasmus53692 жыл бұрын

    That's nice for folks like me. Am I the only person who has never finished a single course (videos and such)...very old school. Books always stick much better with me. Probably the same reason why I could never learn from teachers or in school!

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    You’re right, some things I prefer video, other things I prefer to just read about

  • @chinmaydutta3783
    @chinmaydutta37832 жыл бұрын

    Hi Daniel. How important is knowing about machine learning Hardware ? Can you please do a video about it or send some links that I can read if you have time?

  • @rickharold7884
    @rickharold78842 жыл бұрын

    awesome. Thx

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    You’re welcome Rick!

  • @danielsilva3383
    @danielsilva33832 жыл бұрын

    Hi great video. Can I use open source code (it doesn't have a license) in my app which I plan to make commercially available? Thanks

  • @someshfengade9623
    @someshfengade96232 жыл бұрын

    Thanks for resources 🙂

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    You’re welcome Somesh :)

  • @blueblack6844
    @blueblack68442 жыл бұрын

    Daniel thanks for your awesome videos, but I have an question to ask you? I'm beginner in ML and I can write some simple projects in Scikit-Learn and predict, but I have heard that Deep Learning is better and stronger, and working more in ML id waste of time. Here is my question, should I move to deep learning with my little knowledge about ML, or I should move on to DL? If your answer is ML, what should I do?

  • @justamortalman
    @justamortalman2 жыл бұрын

    Soon 100k Let's go keep posting. Can we also have ml project videos or anything fun with the combination of ml and some games?

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Plenty more videos to come after the TensorFlow course is finished (very soon)! Let me know if there's anything specific you'd like to see

  • @zhaojufer1068
    @zhaojufer10682 жыл бұрын

    非常好 赞👍

  • @gobishangar7346
    @gobishangar73462 жыл бұрын

    Bro, Can you make a video for ML like your Tensorflow tutorial

  • @adityapande3084
    @adityapande30842 жыл бұрын

    I want to purchase a subscription of ZTM, I took the quiz, and got the path for becoming an ML Engineer. If I follow the entire course, will that be sufficient to get an entry level, part time job?

  • @consumer338

    @consumer338

    2 жыл бұрын

    Lmao no. Think about it logically, if someone can just buy a subscription to become an ML Engineer, then anyone can buy it too. You have to put in way more work than just a course if you want to stand out.

  • @guillermosilva1527
    @guillermosilva15272 жыл бұрын

    Jajajajajajaja que genio, ame el baile.

  • @gopikrishnabachina9232
    @gopikrishnabachina92322 жыл бұрын

    Daniel when time series ML will be uploaded in Udemy. Currently i am about to finish transfer learning.

  • @gopikrishnabachina9232

    @gopikrishnabachina9232

    2 жыл бұрын

    Edit : I found answer from comment section. BTW i loved the rain dance. It made me laugh 😂.

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Glad you found it! Videos are coming very soon, they’re currently being edited (as I write this comment). Plenty more dancing to come!

  • @arpitsingh9198
    @arpitsingh91982 жыл бұрын

    i have ur course at udemy its great but when are u uploading the missing parts

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Thank you thank you! Videos for the time series section have been finished & are now being edited, see the GitHub for status updates: github.com/mrdbourke/tensorflow-deep-learning#status

  • @arpitsingh9198

    @arpitsingh9198

    2 жыл бұрын

    @@mrdbourke u the best.. thanks

  • @DistortedV12
    @DistortedV122 жыл бұрын

    That text based editing research is scary/dangerous

  • @gauravreddy3732
    @gauravreddy37322 жыл бұрын

    Miss your Mohawk bro 😂😅

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Me too! That thing was a beast, felt like it gave me special powers. Might have to get it back.

  • @Waveform-Transmissions

    @Waveform-Transmissions

    2 жыл бұрын

    Miss the mullet more, tho...

  • @billykotsos4642
    @billykotsos46422 жыл бұрын

    Some of this AI stuff is insane

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    It’s wild isn’t it… hahaha

  • @akshatrastogi5598
    @akshatrastogi55982 жыл бұрын

    First Dislike

  • @mrdbourke

    @mrdbourke

    2 жыл бұрын

    Congratulations! Here's a medal for your efforts: 🏅

  • @akshatrastogi5598

    @akshatrastogi5598

    2 жыл бұрын

    @@mrdbourke btw I was just kidding. I appreciate your work and effort.

  • @akshatrastogi5598

    @akshatrastogi5598

    2 жыл бұрын

    @@mrdbourke I am actually looking for some guidance for my career. I and the small group of friends that I have here in India, believe in going far and beyond our classroom syllabus, and could really benefit from an interaction with you regarding what paths we should take in the future. Love from India ❤️ 🇮🇳

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