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
Amazing ML monthly as always, Daniel!
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.
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
2 жыл бұрын
Hard to inject the same spirit into the blog version as the video version hahaha
Thanks for being a torchbearer for so many people like me.
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
2 жыл бұрын
It blew my mind too… 🤯… especially the even longer sentence (check the original video) & thank you!
As usual another great video. Much impressed!!
@mrdbourke
2 жыл бұрын
Thank you Sean!
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
2 жыл бұрын
I love it Yash! Plenty more dancing to come!
Great stuff again! Thanks for that!
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!!
The Master is back with his great recipes ..... :) Enjoyed it Completely !!
@mrdbourke
2 жыл бұрын
Thank you Yogesh! I love seeing your comments
Daniel, we need a monthly dance tradition! :D
@mrdbourke
2 жыл бұрын
You’re right… from now on all of my videos include some kind of dancing 🕺
that rain dance, in the beginning, was hilarious 😂 🤣 But you making great content videos buddy!
@mrdbourke
2 жыл бұрын
Thank you :) glad you enjoyed
Great stuff Daniel!
@mrdbourke
2 жыл бұрын
Thank you Tom!
Your tutorials are the best, thank you.
@mrdbourke
2 жыл бұрын
Thank you Mona!
What a beautiful guider .i love lot, I think u are great tool for me, like tensor flow for deep learning 👍
Great!!!
My Deep Learning and Tensorflow Guru ...
@mrdbourke
2 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
2 жыл бұрын
You’re right, some things I prefer video, other things I prefer to just read about
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?
awesome. Thx
@mrdbourke
2 жыл бұрын
You’re welcome Rick!
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
Thanks for resources 🙂
@mrdbourke
2 жыл бұрын
You’re welcome Somesh :)
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?
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
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
非常好 赞👍
Bro, Can you make a video for ML like your Tensorflow tutorial
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
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.
Jajajajajajaja que genio, ame el baile.
Daniel when time series ML will be uploaded in Udemy. Currently i am about to finish transfer learning.
@gopikrishnabachina9232
2 жыл бұрын
Edit : I found answer from comment section. BTW i loved the rain dance. It made me laugh 😂.
@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!
i have ur course at udemy its great but when are u uploading the missing parts
@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
2 жыл бұрын
@@mrdbourke u the best.. thanks
That text based editing research is scary/dangerous
Miss your Mohawk bro 😂😅
@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
2 жыл бұрын
Miss the mullet more, tho...
Some of this AI stuff is insane
@mrdbourke
2 жыл бұрын
It’s wild isn’t it… hahaha
First Dislike
@mrdbourke
2 жыл бұрын
Congratulations! Here's a medal for your efforts: 🏅
@akshatrastogi5598
2 жыл бұрын
@@mrdbourke btw I was just kidding. I appreciate your work and effort.
@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 ❤️ 🇮🇳