How Machines Learn

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How Machines Learn

Рет қаралды 1,552

Күн бұрын

The math behind machine learning tells us how AI actually learns.
In this video, we learn the foundational mathematics of machine learning. We'll cover key concepts such as linear algebra, calculus, probability, and statistics, which are crucial for understanding algorithms and optimization techniques like gradient descent. Which allows machines to learn.
"There is no better way to learn than to teach" - Robert Oppenheimer
📚 resources:
• Machine Learning Found...
• All the maths you need...

Пікірлер: 51

@madhavanbohra Ай бұрын

I have been following your journey since that "Learning AI, but college video." I am highly impressed and inspired. Keep up with the videos 🔁 AI & ML is something that I have been studying too. You explained the concept of ML very well 👌.

@BarrettBower Ай бұрын

Thank you! Glad to hear it!

@YaroslavPetrashko Ай бұрын

Simply amazing! You are up to big things and your ability to transfer complex information is priceless. Thank you and I cant wait for what you will do next!

@BarrettBower Ай бұрын

Thanks man!!

@hrshlgunjal-1627 Ай бұрын

Bro, when will you make the video, "How I learned machine learning in 4 weeks?", where you can tell us what resources you used and maybe give us a study plan to do the same. I was the one who commented to make this video on one of your previous videos. Looking forward to it 😃

@BarrettBower Ай бұрын

Good idea! Possibly in the future!

@hrshlgunjal-1627 Ай бұрын

@@BarrettBower Always waiting for it 😃

@deathwishxoxo Ай бұрын

Once again, awesome video, cant wait to see what u will build with all this

@BarrettBower Ай бұрын

Thank you! I as well! 😂

@harshchauhan5514 Ай бұрын

Prof. Jon Krohn will be so happy to look at this! Keep going brother and lately you have been progressing alot keep it up.

@BarrettBower Ай бұрын

Thank you!! Will do!

@usefmahmud1534 Ай бұрын

man your videos are really amazing! keep going please

@BarrettBower Ай бұрын

Thank you!! Will do

@Kanak_Bodkhe Ай бұрын

lmao you taught me about derivatives more than my school + coaching + clg professors

@BarrettBower Ай бұрын

Glad to hear that 😂

@ayafarhat3061 Ай бұрын

this is the first time I understand the idea of gradient descent in this way!

@BarrettBower Ай бұрын

That’s great to hear!

@MayankPratapSingh_022 Ай бұрын

which software you have used to make the scribble animations, BTW the video is insane

@BarrettBower Ай бұрын

I use adobe animate. Thank you!!

@alxmat Ай бұрын

Great video!!! Would love to know how you made the animations and edited. So cool!

@BarrettBower Ай бұрын

Thank you!! The software I use is Final Cut Pro for editing and Adobe Animate

@macreator9497 Ай бұрын

Smooth video bro 🫠 New sub

@BarrettBower Ай бұрын

Glad to hear that 😂 thank you!

@AsadRehman5231 Ай бұрын

Great 👍 Can you make a video about roadmap of learning ML, I think it would be more interesting and knowledge full.

@BarrettBower Ай бұрын

Great suggestion! I’m curious, what could look like? Thanks for sharing!

@zainethorp1721 Ай бұрын

Fire video

@BarrettBower Ай бұрын

Thank you!

@atharvanamjoshi7737 Ай бұрын

Can I know your background before your decision to start to learn ai and make a business out of it? And btw very nice analogy

@BarrettBower Ай бұрын

I had finished high school and did a little bit of programming before starting. I also was very interested in learning.

@atharvanamjoshi7737 Ай бұрын

Can you list the sources you used to learn everything from the start of the series?

@idiosyncratic_man Ай бұрын

Yea pls share from math topics till date..!!?

@BarrettBower Ай бұрын

Sure! KZfaq was the main one. I also used coursera a bit. I would try to figure out what goal you have for learning, then find more specific topics you’re interested in.

@AtharvCreats Ай бұрын

I am still waiting for quote

@BarrettBower Ай бұрын

“😂” -Barrett Bower

@aditya7069 Ай бұрын

bay , can you teach us, with playlist

@BarrettBower Ай бұрын

Possibly in the future! Thanks for the suggestion!

@mckennakime6229 Ай бұрын

that’s so interesting!

@bobell4530 Ай бұрын

fascinating!

@ayafarhat3061 Ай бұрын

do you have a Linkedin account?

@BarrettBower Ай бұрын

Yes I do

@anujwadhwa8950 Ай бұрын

Hi How are you

@BarrettBower Ай бұрын

I’m good, how about you

@anujwadhwa8950 Ай бұрын

Can we Work Together How can i Connect you Man

@BarrettBower Ай бұрын

Possibly. I have LinkedIn and instagram

@CODDING-yk9nv Ай бұрын

Let him cook

@BarrettBower Ай бұрын

👨‍🍳

@divyanshpathak9027 Ай бұрын

Bro just tell how and from where to start learning these ai stuf

@BarrettBower Ай бұрын

I started with ML foundations by Jon Krohn

@OhjusrebmememberedNohw Ай бұрын

Machines don’t think or decide. They follow patterns, sequences and memory’s and other digital variables per the input output history. There. No need for fancy academic nonsense

@BarrettBower Ай бұрын

You are correct, machines aren’t biological so they can’t carry out biological processes. However, machines are able to emulate these processes. So, the next question to address is: what are thoughts and decisions?

@OhjusrebmememberedNohw Ай бұрын

@@BarrettBower Beautiful question. Truly. The answer would require a deep dive into religions , philosophy ancient and new, and… history. Neither of which I am qualified to answer in a manner that would do justice to the question itself. Lol