Thanks a lot for the content. One small request. Can you pls reduce the background music volume next time?
@machinelearningexplained22 сағат бұрын
Hey there, Yes sorry for the inconvenience, I've improved the sound in my new videos :)!
@dgs19773 күн бұрын
Very interesting! Thank you so much! :)
@machinelearningexplained3 күн бұрын
My pleasure, glad it was useful :)
@qasimjan52586 күн бұрын
I am totally new to machine learning. From where do I start?
@machinelearningexplained6 күн бұрын
Great question, will make a video on this next week!
@AbhishekSaini0313 күн бұрын
Thanks , how can we use VGG for 1D signal? Is it possible to use VGG for regression instead of classification, how?
@machinelearningexplained10 күн бұрын
Hmmm depends, what’s the 1D signal about? Is it visual?
@AbhishekSaini0310 күн бұрын
It’s acoustic signal.
@machinelearningexplained10 күн бұрын
Ah then no, VGG shouldn’t be your pick here. It was expressively designed for image classification. Take a look at the various model on PyTorch made specifically for audio signal: 📌 pytorch.org/audio/stable/models.html
@AbhishekSaini0310 күн бұрын
Can’t we change output layer, activation function to do regression?
@machinelearningexplained10 күн бұрын
Yes you can, but the internal of the model is tailor built for image. If you are able to express your 1D signal input as an image I would say it might be worth it to try. However, there are other models made specifically for audio.
@kukfitta225813 күн бұрын
very cool thank you for the knowledge
@machinelearningexplained13 күн бұрын
Glad it was useful! :)
@victorisrael619114 күн бұрын
Glorious😳
@machinelearningexplained14 күн бұрын
😀
@machinelearningexplained21 күн бұрын
Hey, fyi I had to reshoot some of the section on this video because I couldn’t stop saying Drop Path (from Fractal Net) instead of Stochastic Depth. There is still 1 wrong mention of drop path in there that I wasn’t able to fix haha That's what you get from reading two paper simultaneously!😅
@HasanRoknabady22 күн бұрын
thank you very much for your nice work can i have your slides?
@machinelearningexplained21 күн бұрын
Thanks, for sure! You can shoot me an email at [email protected] and I'll send them to you.
@sandeepbhatti3124Ай бұрын
Thank you! Exactly what I needed.
@machinelearningexplainedАй бұрын
Glad it was useful :)
@JamesColeman1Ай бұрын
Nice work, but why was the first file overall a larger file to start? Character quantity?
@mprone16 күн бұрын
Yes, but this shouldn't have happened. The first file contains 2M characters, while the second only 1M thus |file_2| = 2 * |file_1|. The author of the video wanted to have a first file with 500'000 "ab" (thus 1M chars) but that's not what he did.
@camelendezl2 ай бұрын
Amazing video! Thanks!
@machinelearningexplained2 ай бұрын
Glad it was helpful! :)
@machinelearningexplained3 ай бұрын
Who the heck is Tanimoto
@DistortedV123 ай бұрын
This is SUPER helpful. I was looking online for a good example using sklearn to no avail. Even asked ChatGPT and was led astray.
@JeffSzuc4 ай бұрын
Thank you! this was exactly the explanation I needed
@machinelearningexplained3 ай бұрын
Glad it was helpful, any other topic you would like me to cover?
@Miami_adana093464 ай бұрын
Will please tell me how to do ndam optimization in matlab for deep learning
@machinelearningexplained4 ай бұрын
Hey there! For sure, do you already have some code that I can take a look at ? Also, why are you using MATLAB?
@Yashchaudhary-be2bu5 ай бұрын
thank you so much it helped me in project lot
@machinelearningexplained5 ай бұрын
Glad it was useful :)
@akhtarbiqadri16 ай бұрын
can you give me the link to the exact jupyter notebook? I can't find the exact same jupyter notebook from the link that you provide on the description
@Fantius16 ай бұрын
Math.pow(2, x) is not how you square a number (saw it in your github).
@ufukthegreat07 ай бұрын
Appreciate it man thank you. This is golden.
@machinelearningexplained5 ай бұрын
Glad it was useful, keep it up !
@ghinwamasri55378 ай бұрын
Thank you for your concise and clear explanation!
@machinelearningexplained3 ай бұрын
Glad it was helpful! This tutorial was pretty niche haha
@Diekartoffel18 ай бұрын
If I'm not mistaken you only return the entropy for the last checked nucleotide: entropy = 0 for nucleotide in {'A', 'T', 'G', 'C', 'N'}: rel_freq = dna_sequence.count(nucleotide) / len(dna_sequence) if rel_freq > 0: entropy = entropy - (rel_freq * math.log(rel_freq, 2)) return entropy
@MalichiMyers10 ай бұрын
hi
@machinelearningexplained10 ай бұрын
Hello 👋 Let me know if you have questions!
@MalichiMyers10 ай бұрын
@@machinelearningexplained Do you know a way to use the MNIST dataset without using sklearn, pytorch, or tensorflow? If not, what are some datasets that you recommend?
@yacine99710 ай бұрын
This is a great project for beginners, thanks for this valuable information !
@machinelearningexplained10 ай бұрын
Glad it was interesting! I remember the first time I've attempted to make a boggle solver, my DFS based algorithm was extremely inefficient. I had to build it in C and have parallelization in place to barely hit the 2min mark for the game. Once you use dynamic programming and a search-optimized trie structure it's a world of difference.
@haoduong656511 ай бұрын
Hi, can you share example on fine and gray modeling? Also, where I can get these codes? thanks!
@machinelearningexplained10 ай бұрын
Hey there, Sorry for the wait this comment slipped through! What do you mean fine and gray modeling?
@mitchellshields9904 Жыл бұрын
promo sm
@machinelearningexplained Жыл бұрын
What?
@yacine997 Жыл бұрын
Love this video !
@machinelearningexplained Жыл бұрын
Hey Yacine, glad you liked it!
@tuberclebacilli9417 Жыл бұрын
Where are you from?
@machinelearningexplained Жыл бұрын
I'm originally from Algeria, but I've lived in Canada for most of my life! btw you can join the discord for general casual chat : discord.gg/QpkxRbQBpf Easier for me to follow up!
@tuberclebacilli9417 Жыл бұрын
Keep going 💪💖
@machinelearningexplained Жыл бұрын
Thank you, I will
@tuberclebacilli9417 Жыл бұрын
Welcome back
@machinelearningexplained Жыл бұрын
😁 it's been a while haha
@ishanmistry8479 Жыл бұрын
You're back again! That's amazing ✨
@machinelearningexplained Жыл бұрын
Yes I am! I have a few videos lined up :)
@sohailraza2005 Жыл бұрын
Can you please help me with rainfall problem with deepxde and physics informed neural network
@machinelearningexplained Жыл бұрын
Yes sir for sure, shoot me a message on LinkedIn I have some time tomorrow for a video-call 📌 www.linkedin.com/in/yacinemahdid/
@sohailraza2005 Жыл бұрын
@@machinelearningexplained please accept my request, and thank you sooooooooo much for replying me
@AJ-et3vf Жыл бұрын
So for nesterov gradient, the learning rate would have to be set constant and not found automatically using line search for each iteration?
@AJ-et3vf Жыл бұрын
Great video. Thank you
@machinelearningexplained Жыл бұрын
Glad you liked it!
@AJ-et3vf Жыл бұрын
Great video. Thank you
@machinelearningexplained Жыл бұрын
Thanks :)
@kevon217 Жыл бұрын
Very helpful. Thanks!
@machinelearningexplained Жыл бұрын
Glad it was helpful Kevin!
@Anastasiyofworld Жыл бұрын
Nice tutorial, thanks a lot. But! If you explain something - just explain. Watching how you was moving the pieces of code was so annoying!
@machinelearningexplained Жыл бұрын
Hi there, Thanks for the feedback! Will improve that part in the next tutorial for sure :)
@Detective_Jones Жыл бұрын
i'm so frustrated that i don't know *hope i can learn to code math formulas in future* if anyone got some guidance please give
@machinelearningexplained Жыл бұрын
Hey there Jonas, What do you mean? Is there a math formula in particular you are struggling with?
@Lorenzo8690 Жыл бұрын
thank you very much for the tutorials and code! But I don't quite understand why both AdaGrad and AdaDelta perform poorly for these examples?
@machinelearningexplained Жыл бұрын
Hey there, Glad it was useful! The example use a very very basic formula with which AdaGrad/Delta are way too overkill for. It was more to illustrate that we could code these formula and they can work in practice. To make them work well I would have had to tweak the hyperparameters some more. In a neural network though they are good optimizer!
@Lorenzo8690 Жыл бұрын
@@machinelearningexplained thank you very much, I used your work to create a colab file in which I animated the different algorithms exposed :)
@machinelearningexplained Жыл бұрын
@@Lorenzo8690 wow cool, shoot me a link I'll check it out!
@AJ-et3vf Жыл бұрын
Great video. Thank you
@machinelearningexplained Жыл бұрын
Glad it was useful!
@rafaelarodrigues4911 Жыл бұрын
Massa!! 👏🏽👏🏽
@machinelearningexplained Жыл бұрын
:)
@eruditox Жыл бұрын
You can't imagine how motivating you are to all those Algerian students who know you.
@machinelearningexplained Жыл бұрын
This is such a kind message, thanks I really appreciate this!
@keremoguz1747 Жыл бұрын
Yeah but how do you calculate kolmogorov complexity??
@machinelearningexplained Жыл бұрын
Sorry for the late reply! It’s a theoretical measure, not a practical one! You can use Lempel-Ziv which is based on the same idea (usually people use the terms interchangeably)
@kritikagarg9525 Жыл бұрын
Thanks for the video! Could you please tell me how to calculate the normalized value of the complexity (16:08)?
@roydmumbalanga4983 Жыл бұрын
@Yachine_mahid how could you go about this Make an Artificial Neural Network with dynamic input and binary out .. Using C++ or Java
@machinelearningexplained Жыл бұрын
Hey there, yes I could try this out!
@gitasaheru2386 Жыл бұрын
Please build MultiLayer Perceptron algorithm from scratch with breast cancer dataset
@machinelearningexplained Жыл бұрын
I got a MLP video, you just need to plug your data in it!
@tubex1300 Жыл бұрын
I hope there must be a book that talk about how to convert the math formula into coding
@machinelearningexplained Жыл бұрын
What kind of formulas you have trouble with usually? I’m not sure I can write a book on that, but I can at least write a blog post!
@tubex1300 Жыл бұрын
@@machinelearningexplained many if u can write a post pls let me know the link of that post so i can catch up later on
@tubex1300 Жыл бұрын
can you introduce the book of how to convert the math into coding?
@machinelearningexplained Жыл бұрын
Sorry, I don’t know of any books!
@bradley1995 Жыл бұрын
Quite the video. You explain things quite well. Although I would like to know how to use this for other things other than the xor example. I enjoyed the background music. How would I use this to predict value changes for game item prices. I have a list of the prices and days, would I use say 60 input layers for 60 different price/day values. How many hidden layers would I need? I'm assuming the output layer would remain 1, and report 0 to 1 on how strong it believed in the future number? Thank you so much for your video. You have earned my sub!