What is Machine Learning?

What is Machine Learning and how do businesses leverage it today? How does Machine Learning differ from Artificial Intelligence (AI) and Deep Learning, or are they all the same?
In this lightboard video, Luv Aggarwal with IBM Cloud, answers these questions and many more as he visually explains what Machine Learning is, how it compares to AI and Deep Learning, as well as why and how an enterprise would use a Machine Learning solution.

Chapters
0:00 - Intro
0:17 - Differences between Machine Learning, AI, and Deep Learning
1:32 - Supervised Learning
4:26 - Unsupervised Learning
6:38 - Reinforcement Learning
7:44 - Summary

#MachineLearning #AI #DeepLearning #watsonx

[samueloyintey]

this is so so amazing. I enjoyed this explanation which has increased my interest in ML. Kudos

[wturri]

This was a very good and succinct overview of terminology. I've been in technology R&D for 20 years but haven't interacted directly with AI/ML or other topics much. This is a very helpful primer and I'll be sure to binge-watch all of the other videos soon :)

[doriandausilio]

Very insightful! I learned a lot. Thank you.

[aZnPriDe]

Interesting and knowledgeable presentation.

[codelucky]

Now, that's interesting. I had been seeing DevOps all the time on this channel and now it's time to put ML, DL and DS stuffs.

[mtb_carolina]

Thanks for putting these videos out to help us all. This gentleman and team pulled together an easy to follow and engaging presentation. Kudos IBM!

[ChisomoThezhiKanthema]

I have expanded my horizon in AI, and I hope I will build from this and keep going, Thanks IBM & UND

[ClockworkFilmsPL]

I spent the whole time wondering how he was writing on glass in front of him & the text was the right way around. Did he just write normally, & then they flopped (reversed) the image horizontally in edit?

[PublicTechAdvisor]

Weldone Luv. Awesome presentation. 👏🏾💯

[mattyrjackson]

What type of machine learning are Neural Networks? They have labelled data but we can also tell the machine whether it has reached a correct answer or not....so, are NNs a combination of RL and supervised learning?

[alienspace]

in this playlist AI essentials it says 5 unavailable videos are hidden is there a way to watch those videos

[GeerGeer]

I am so curious about how words are writen in the blackboard? 😮 🎉

[michaelojubanire]

i dont know if anyone will see this but i have a question, more like a guide path....im working on a project on fraud detection, please what are the steps i need to take. because im really confused

[kumarvinod]

Is there any tool/product in IBM which I can use to ingest various types of data who provides me built-in machine learning algo to predicts actionable insights based on pattern without spending anything for certain time or size of data? I really believe IBM is way advance in AI/ML than any other big players but its just how you market it.

[Plzenskejjogurt]

I guess you can't teach self-driving cars using RL in the real world (punishing them if they collide would be a little too late). So I would guess that RL is used only in lab simulations, and then later in the real world, these systems are only performing the task (without actively using RL). Do I get it right?

[oluwaseunsorinola]

It seems all the good teachers are left-handed, I hope I can be one too

[antoniusdaivap]

how do they make this kind of video? I'm talking about him talking to us while writing on like a glass

[podunkman]

The biggest harm you do to people unfamiliar with these topics is telling them that algorithms or computers "learn". They never learn. They are soulless machines and algorithms. The computer executes the algorithm quickly and delivers the result - depending on the type of algorithm. If it is a "supervised" operation, we tell the computer what pattern to follow in the algorithm. So computers look for patterns in the data - either we show them these patterns, or they will be created according to the default assumptions of the algorithm. Computers will NEVER learn anything by themselves.

[hassyg]

Ai is going to change everything we are at a huge development cross roads

[vipinsori]

Your handwriting is so bad.. But your explanation is so good 😀