Ranking The Best Machine Learning Courses & Books

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Outstanding Content & Free:
The Hundred-Page ML Book: themlbook.com/wiki/doku.php
Andrew Ng ML Coursera Course: bit.ly/3d1QATT
An Intro to Statistical Learning: web.stanford.edu/~hastie/ISLR...
Deep Learning Coursera Specialization: bit.ly/3KPfint
Great Content, but Expensive:
Hands-on ML w Sklearn, Keras & TF: www.oreilly.com/library/view/...
Udemy Machine Learning A-Z Py & R: www.udemy.com/course/machinel...
Udemy Python 4 Data Science & ML Bootcamp: www.udemy.com/course/python-f...
Udemy ML, DS & DL w Python: www.udemy.com/course/data-sci...
Good Content, but Difficult:
Elements of Statistical Learning: web.stanford.edu/~hastie/Elem...
Deep Learning Book: www.deeplearningbook.org/
Decent, but there's Better:
Coursera ML U of Washington Specialization: bit.ly/3D04S2d
Coursera IBM Machine Learning Certification: bit.ly/3cMwqO3
EdX: learning.edx.org/course/cours...
Advanced ML HSE University: click.linksynergy.com/deeplin...
Fast.AI: course.fast.ai/#How-do-I-get-...
Google Machine Learning Crash Course: developers.google.com/machine...
Overrated:
Data Science & ML Bootcamp with R: www.udemy.com/course/data-sci...
Thank you for watching the video! You can learn data science FASTER at mlnow.ai!
Master Python at mlnow.ai/course-material/python/!
Learn SQL & Relational Databases at mlnow.ai/course-material/sql/!
Learn NumPy, Pandas, and Python for Data Science at mlnow.ai/course-material/data...!
Become a Machine Learning Expert at mlnow.ai/course-material/ml/!
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Опубликовано:

7 сен 2021

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Комментарии : 83

@GregHogg 11 месяцев назад

Take my courses at mlnow.ai/!

@kaptur9760 2 года назад

Thank you! I finally found someone making a tier list of those courses and not just talking about one and just saying that it's good/you can find a job thanks to it!

@siddhantmisal4115 Год назад

This video helps a lot for finding best source for ML thanks Greg for your effort !

@zahraaahmed6028 2 года назад

Thank you so much for your effort.. I've been searching for video like this for a long time❤❤

@GregHogg 2 года назад

You're very welcome, and I'm glad this helped!!

@prashantpatadia2586 2 года назад

Another amazing video. Thanks Greg for this video. It's gonna be very helpful

@GregHogg 2 года назад

Glad you think so!

@puneetsaravanan 2 года назад

Amazing Video!! That would be a great help for me. Thank you very much Greg!!

@GregHogg 2 года назад

Thank you. Will do!

@rafibasha4145 2 года назад

Thanks for the detailed info ,can you please make videos on deep learning ,computer vision and NLp

@GregHogg 2 года назад

No problem! I already have some videos on deep learning and computer vision. I can help you find them if you cannot

@stvlley Год назад

this was a phenomenal video!! thank you sir!!!

@GregHogg Год назад

Great to hear and you're very welcome!

@arsheyajain7055 2 года назад

Thanks for the help greg!!

@GregHogg 2 года назад

You're very welcome!

@SixSigmaData 2 года назад

Jose Portilla has newer data science course that's about 44 hours. You think you can do a review on that?

@Tomharry910 8 месяцев назад

Thank you for the resources repository. That was really helpful!

@GregHogg 8 месяцев назад

Glad to hear it!

@nutyboy888 2 года назад

Great video Greg, I wanted to ask for your opinion on "Machine Learning Bookcamp MEAP by Manning" book is it a good starting point or should I go with "Hands-On Machine Learning" book?

@GregHogg 2 года назад

I don't know the first book.

@gamingdataduo3277 2 года назад

Thanks!!

@mainhashimh5017 2 года назад

Thanks for the video! One thing about R as a language though. True that it isn't as widely used as Python but in certain sectors and for certain tasks it's still the go to language. I work in health care and most machine learning projects there are done in R because it's really helpful with some of its advanced statistical capabilites which are not as easily available in python. Long story short: R is a valid choice if it's more useful in your sector

@GregHogg 2 года назад

Sorry for the slow response! Yeah, you're absolutely right!!

@aj_ai Год назад

amazing content bro

@c0mpleks Год назад

is there anything you recommened for maths for ml?

@bogdannagirniak8196 Год назад

Thank you for your content!

@GregHogg Год назад

You're very welcome!

@shivamkumarz 2 года назад

Please make a similar video for learning maths required for ml

@GregHogg 2 года назад

Will do!

@guillermogermade6050 2 года назад

Hi Greg! Where would you rank François Choillet's Deep Learning book (Manning)? He's the author of Keras and the 2nd edition was just released this summer

@GregHogg 2 года назад

How did I miss this one! I haven't read it, but am very familiar with it. I would suspect, very high. So let's place it at great but expensive. Thank you for noticing!

@guillermogermade6050 2 года назад

@@GregHogg Glad to hear! I'm going through it right now :) I'm a working DS learning part time, feeling ready to transition from sklearn and classical ML to finally getting my hands dirty with NNs and more complex tasks. This video was great to get your views on so many resources I was aware of (I spend too much time considering options)... I'm lucky my company gives me access to the Udemy courses for free, so I'm also happy to see you think highly of them besides the price :)

@GregHogg 2 года назад

@@guillermogermade6050 Oh if the Udemy is free for you then yes they immediately rival the others up there. And that's great! Deep learning is super cool and powerful. Traditional ML is still also great.

@guillermogermade6050 2 года назад

@@GregHogg Agreed, traditional ML is also great; it still beats DL in a wide range of common business tasks. However, you can't help but feel a desire to venture into DL with how much cool stuff is being done with it as well. There's just so much out there to learn and do!

@GregHogg 2 года назад

@@guillermogermade6050 Absolutely. I'm currently solving some very interesting computer vision tasks with it at work :)

@utkarshkavitkar7088 6 месяцев назад

But the Coursera's Andrew NG and Deep Learning Specialization courses are not free now ?

@michaelrobinson8382 2 года назад

Jose Portilla has a 2021 version of his course. I think it is a little better. He did add more intuition

@GregHogg 2 года назад

Oh cool thanks for letting us know!

@michaelrobinson8382 2 года назад

@@GregHogg Thanks. In my opinion, this will be a great supplement to the Stanford course. Because he does a good job of explaining the sometimes confusing intuition

@GregHogg 2 года назад

@@michaelrobinson8382 Makes sense, thanks!

@TheXarquis 22 дня назад

You mention a course about Mathematics which is not that good, can you please suggest one for that subject which you think is better?

@muzaffarnissar1978 2 года назад

Hi Greg, I am india, recently i have started to read machine learning for my research. Can you tell me which course will be best for me from basics to advance level. Thank you so much!

@GregHogg 2 года назад

For research, definitely need to take the deep learning specialization. Elements of statistical learning, and the deep learning book would also be good to fight through

@amandeepsaha Год назад

Thanks

@bobueland 9 месяцев назад

What software app are you using for the drag and drop in your video?

@GregHogg 9 месяцев назад

Tier maker it is a website

@bobueland 9 месяцев назад

Thanks much appreciated :)

@xahraahmadi9207 2 года назад

Perfect👏🏾

@GregHogg 2 года назад

❤️

@rycarr Год назад

Andrew Ng’s Machine Learning specialization is now in Python. All of the assignments are done in jupyter notebooks using Python 3.

@semilogorantimi-ogunleye4418 Год назад

In the video it is free but on the link which it takes me to on coursera requires payment. Is this the same case for you

@rycarr Год назад

Coursera changed in 2019. They really heavily push the paid route. I’m paying because I want their certificates that go with it. But there used to be an option on the individual courses to enroll for free and a pop up would pop up asking if you want to audit the class. I’m not sure if they took that away. I can’t find instructions for auditing classes on their support pages.

@ruwang3132 Год назад

@@semilogorantimi-ogunleye44183:26

@Phoenix-kq2eh 8 месяцев назад

@@rycarrYou can still audit the course on coursera.

@MBison-oc5tc 2 месяца назад

where would you put you habds on machine learning if it would be for free?

@GregHogg 2 месяца назад

Probably Andrew ngs

@MBison-oc5tc 2 месяца назад

@@GregHogg Nice! So you mean on level 1? Hands on machine learning and the 100 page book are my two main ressources for studying ML ❤️

@thesadnesspath8371 Год назад

Are you 100% sure about ranking the A-Z Ml course on udemy? Because im currently learning it and I've noticed that they dont go that deep into the concepts, like they only do the basics. For eg they only teach the defintion of logistic regression but not the assumptions

@GregHogg Год назад

That's Udemy's style in general. Can't do much about it unfortunately

@thesadnesspath8371 Год назад

@@GregHogg but then when it comes to getting a job as an ML engineer, is it necessary to go in depth? Or is the depth provided by udemy sufficient?

@GregHogg Год назад

@@thesadnesspath8371 you would want to go in-depth as possible

@Schadenfreude596 12 дней назад

how did it go?

@bobueland 9 месяцев назад

What about Machine Learning for Absolute Beginners by Oliver Theobold. It got some good reviews on Amazon. I was thinking about reading it but since you did not mention it, I am thinking of skipping it.

@bobueland 9 месяцев назад

I dived into this book and compared it to 100 pages book. IMHO this is much better book. Things are better explained. The 100 pages book is a concotion, fastly composed, not as well thought out as Theobalds book. Theobalds book starts little slow, but finishes with concrete examples and insights. Just my five cents.

@engihabit 2 года назад

Dear Gregg, Your response will be really helpful and appreciated. Would you please suggest me a course/book/...etc related to python skills for machine learning. I would explain I've enrolled in ML course by using python so it's started with with some ML python parts I don't know about it. however, attending full python course may cover topics not required for ML . Please guys put likes to let him pay attention. Gratitude.

@GregHogg 2 года назад

Hey, sorry for the delay! I would definitely recommend the Andrew ng machine learning course. If you definitely want a book, I recommend the hundred page machine learning book or introduction to statistical learning

@engihabit 2 года назад

@@GregHogg Thnx for your appreciated response, but my question was what is the python skills or requirements for ML , my question about python. Note all python is time consuming and some parts maybe not required for ML, moreover, Andrew course used MATLAB octav not python. Gratitude

@GregHogg 2 года назад

@@engihabit In general, it's knowing NumPy, Pandas, Matplotlib or plotly or seaborn, scikit-learn, and your choice of tensorflow/keras or Pytorch.

@engihabit 2 года назад

@@GregHogg wow thank you man... finally amazing recommendation..

@NewMateo Год назад

You mention free on coursera but every one of these courses are asking for a monthly free of 50 dollars plus. Do you mean free if you pay for the coursera monthly sub?

@GregHogg Год назад

No, free course content without the certificate via audit

@NewMateo Год назад

@@GregHogg found it. Thanks!

@ControlTheGuh 2 года назад

Math for ML was a really good course for my masters

@GregHogg 2 года назад

Yeah that makes sense! 😊

@arturbogdan353 2 года назад

Partially due to your recommendation I bought 'Hands On Machine Learning' as a beginner and I strongly discourage anyone new to programming from buying this book. It jumps straight away and in my eyes very chaotically into projects with many programming and math concepts without explaining either. Moreover the installation guides already need updating and aren't available for Windows. In all, I do not recommend this book to beginners.

@bobueland 9 месяцев назад

I agree. I tried to read this book, but had to give up. Assuming too much knowledge and insider info. Definitelly not for beginner. I would put it in Overrated IMHO.

@sarahall5237 10 месяцев назад

Machine learning course by Andrew unfortunately it’s not free 😢

@bobueland 9 месяцев назад

I did find it on RU-vid

@devanshjain5145 2 года назад

Never seen someone put a coursera course *below* any udemy course and i can speak from personal experience albeit i have not taken the aforementioned courses but udemy courses are nowhere near in terms of quality to coursera courses.

@GregHogg 2 года назад

Not always, in my opinion :)

@dhiarhayem 2 года назад

Thanks for your effort Gregg! I just want to know if you have the time more details about your opinion about « hands on ML with sklearn, keras and tensorflow ». I have already begun reading and coding from this book and want your opinion about this😁

@GregHogg 2 года назад

I problem! I think it's a really great book, and I would 100% say it's worth the money if you can afford it. Enjoy!