Machine Learning vs. Deep Learning

Learn about the differences between deep learning and machine learning in this MATLAB® Tech Talk. We walk through several examples and learn how to decide which method to use.

Related Resources:

The video outlines the specific workflow for solving a machine learning problem.

The video also outlines the differing requirements for machine learning and deep learning. You’ll learn about the key questions to ask before deciding between machine learning and deep learning.

The choice between machine learning or deep learning depends on your data and the problem you’re trying to solve. MATLAB can help you with both of these techniques – either separately or as a combined approach.

[PhilipEnders]

This was the best kind of Advertisement, one that's also genuinely informative.

[wzzkrz]

Very clear and to the point. Great job!

[tonlienphuong]

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

[basavarajuh.t]

Simple and effective explanation...thx

[treekid]

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

[ItIsGuido]

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

[edwardseverinsen]

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...

[natgenesis]

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

[paolaferracim]

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

[Amacio]

Thanks!! Very informative and objective. Just what I needed

[SuperSagar]

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.

[markburger]

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

[bgtywpz]

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

[Bradgilliswhammyman]

This is only the beginning. When computers can start programming themselves and heuristically and recursively, and iteratively learn it will be at thousands of times faster than we can.

[aswithsama]

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

[كوكبالبرامجيات]

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كوكب من العراق

[curioussand]

"Introduction" is kind of a big word to use

[ericstevens]

Does this seem ridiculous to anyone else? Deep learning is a subset of machine learning as far as i know. 'When you are doing deep learning you stop designing features and you need more data'.... uhhh ya...??? 'With deep learning you skip the step of manually extracting features'... uhhh how so? just for image classification or in general? I thought you still need to feed features to networks... do I have a major misunderstanding or is this silly?

[garimasinha]

This video was really helpful to me. Thank you!

[mahmoudbessio]

I want to classify a training data that doesn't depend on images using deep learning how can this be ?