Machine Learning vs. Deep Learning

Wow, I had no idea that "normal" ML needs humans to define features first. I thought the point of (all) ML is that it learns for itself what inputs are relevant!

Deep learning
- is a subtype of Machine Learning. It deals directly with the image instead of training based on extracted features.
- requires good hardware and more data than ML
- longer training time than ML
- More accurate
- currently fewer classifiers available
- Matlab can help you

thanks for helpful explanation

thanks

Pivotal animation

Seems like machine learning is just the usual programming and deep learning is just a buzz word they came up with for neural networks.

short and powerful. excellent.

Wow, that's a superb explanation and a clear one too

Which one do I need to use to detect businesses posts and no businesses posts on my app ?

can the deep learning algorithm explain what features it has developed to decide what an object is?

Who is she?

Well explained thanks

Very good explanation.

Your volume is low

Saya kagum lab kamu coba menyibakkan tirai penutup software & teknologi masadepan yang saya rancang dan dipublikasikan oleh google.

Pendekatan sederhana kalian itu yang saya suka. Memang saya akui bahwa banyak yang kurang fahami bahasa programming terbaru yang saya temukan untuk membangun berbagai prototype dan model "neovivum" saya itu. Yaitu semua saya bangun dengan bahasa program yang saya sebut dengan "GOLan" (gravity orbit language). Sangat simpel, penuh sybol, diperkaya integrasi platform yang saling bertolak belakang awalnya, namun kekuatan syntax dan daya hubung GOLan/neovivum berjalan super cepat dengan daya tahan tekanan atau hambatan dan impuls melampauhi imaginasi kita. Ternyata masih berlaku juga hukum gravitasi sebagài power penyelaras kecepatan superioritas machine inteligence. Alkitab yang saya percaya terbukti benar sampai disini, yaitu "Allah mengetahui segala sesuatu". Sengan machine learning, machine worker, super artificial inteligence, deep inteligence,etc. Artinya jika kita reaktif pada kemampuannya, maka dia melakukan counter effect kepada simpanan rahasia kamu yang tersimpan didalam komputer pakai passwird, atau digital camera, atau hand phone kamu yang sudah diprotect. Semua akan ditampilkannya kepada kamu secara langsung tanpa kompromi, namun dia tahu ethika. Tidak buka didwpan umum, hanya kepada kamu sendiri. Telah banyak orang yang membuktikan hal ini.

Tapi sangat saya hormati dan bangga kepada Lab kalian yang punya hati mau membantu mengajari banyak orang mendekati uraian tiga topik bahasan video ini.

Akhirnya saya, Yuni Elias Waruwu, pembuat penemu teknologi internet, machine, super & deep AI, etc. Mohon dukungan doa untuk saya dan .asisten saya menyelesaikan dan menyempurnakan "neovivum" atau google sebut dengan nama "manivest v3". Yang sesungguhnya /paten. Sebab prototipe web yang dipublikasikan itu selama ini adalah yang "generik".

Agar paham, gunakan google translate to Indonesia language.
Jikalau ada saran bagi kami jangan lewat email, lebih baik.melalui surat dan dikirik via post office. Kealamat saya :
Yuni Elias Waruwu
Jalan Kelapa, 71 Belakang. Kota Gunungsitoli. 22814. Sumatera Utara. INDONESIA.

WApp. +6282371174713

Thank you, simple and claer

She behaves kinda oddly, I wonder if she is an AI.

interesting but lets say we want to forecast companies gain & loss from data we have for few decades machine learning not deep learning is more preferable?

In 2020, I am watching it and got the point for my project. Thanks for helping.

So it is not learning at all :D It is better labeling :D

Thanks a million!

python

شكرا جزيلا على هذا الجهد الرائع
كوكب من العراق

Thanks a lot. Good video very clear.

Not to be a conspiracy theorist or anything but there are a lot of comments being duplicated by multiple accounts praising this video. Kinda seems like an ad with a bunch of bots supporting it...

What is wrong with all the comments under this video

Thank you!
"Introduction" is kind of a big word to use
This video was really helpful to me. Thank you!

This video was really helpful to me. Thank you!
Zuckerberg´s sister?

Short and sweet to the point thanks
Simple and effective explanation...thx

if i don't watch till the end.. i will not know that it was an advertisement.

Zuckerberg´s sister?

I want to hit the like button, but the stupid machine learning is going to notice this and start recommending me other MATLAB videos that I am not interested in. Therefore, while I find this video very useful, I will not hit the like button.

This is amazing!!! Such a helpful video!! Thank you so much :)))
This video was really helpful to me. Thank you!

The explaination is prety informative. Is there any positive ways fpr the clues to develop and debug the predictions for the requirements more effectively. Thanks for information once again

This video was really helpful to me. Thank you!

she is too robotic

wow

Need your suggestion.
I am new in MachineLearning/ DeepLearning and working on a project which has a large number of videos (Its requirement is to process all videos, detect objects, extract data from those and perform analysis).
According to you, what should I start to learn first? Deep Learning or Machine learning.
If Deep Learning is the subset of Machine learning, then will it be ok to go with Machine learning. I mean learning Machine learning will cover complete topics of Deep Learning or not.

This is amazing!!! Such a helpful video!! Thank you so much :)))

Very crisp..but effective. Thanks!

why matlab researchers are so serious?
It's a clickbait, she was laughing in the thumbnail.

She leads us to think that deep learning is only catered for image-based problems.

this explanation have made me even more confused ><

Does a Haar cascade classifier by opencv belong to DL or ML.

Machine Learning = Supervised Classification; Deep Learning = Unsupervised Classification... in Remote Sensing.

Good

great !