Machine Learning vs Deep Learning

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Get a unique perspective on what the difference is between Machine Learning and Deep Learning - explained and illustrated in a delicious analogy of ordering pizza by IBMer and Master Inventor, Martin Keen.

#AI #Software #ITModernization #DeepLearning #MachineLearning

IBM Technology

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Thank you for such a valuable explanation. The practical example revealed the potential of these methodologies and your charisma made the video easy to follow. Cheers!

Juanchicookie

Wow! I am impressed how good you are at explanation such things. I was struggling with it. Thank you.

saadat_ic

I appreciate you for broadening my horizons on the subject.

IgorOlikh

Thank you so much. You have explained it brilliantly ❤

syedasim

Your smile made me really enjoy the whole video! Thank you for the wonderful video : )

Jeong

It was a great explanation for ML and DL. That Neural Network was a key detail for understanding The difference between ML and DL and their Fundamentals.

armanrangamiz

Unsupervised learning is not limited to deep learning. The classic ML method k-means clustering is already able to discover the similar patterns given the samples.

I would say that the bright side of deep learning is on the feature extraction. In the old days, we do a lot of work to discover useful features: feature engineering. With deep learning, now we only need to supply the most basic features to the model, pixels for images, raw waveform or spectrogram for speech. This saves my days.

sdyeung

I love these videos. I just had a tech exec at a Fortune 200 company ask me for any podcasts that could help him stay abreast of current/emerging technology. I didn't have a great answer for him, but I did mention this series. He was looking for more audio-centric content though. Food for thought, @IBM Technology!

dhess

That was very interesting and a great explanation of machine and deep learning.

bovbxxx

I'm still wondering how he wrote all of those from the opposite projection from us.

pranavgpr

Awesome videos! Love your teaching method!

suparnaprasad

I like your style... you IBM people are smart....

Escrieg

Thank you! It was a great explanation!

ai-interview-questions

I programmed a 8080 to Jump Non Zero at times. Full Machine code to make side street and main street traffic lights. Worked first time with no bugs.

skywave

Fantastic distillation of the concepts.
Are the presenters mirror images to make their writing appear the way it does or is it another tech trick?

davidgp

So next time I can't figure out what to have for dinner I just need to build a neural network?

netzash

Actually, the example is IMHO not well-suited for explaining ML and/pr DL as the aspect of "learning" (which is actually an optimization) is not really addressed by it. So it remains unclear a) what learning actually IS in terms of the example, and b) how the decision making can benefit from the learning aspect of the model.

stefanzander

Thanks for the information given to me.

mhmchandanaprabashkumara

Plot twist, most people were eating while watching this video.

mikkeljensen

the way he explained ! Boommed my mind

crazetalks

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