Perfect timing I was just wondering about this today. Thank you!
@bkrai
4 жыл бұрын
Good to hear that!
@stelluspereira
4 жыл бұрын
Thankyou Mr B Rai Always more relevant topics for Machine learning community, Keep up the good work Sir
@bkrai
4 жыл бұрын
Thanks for comments!
@flamboyantperson5936
4 жыл бұрын
You are great Sir. Your tutorials are really awesome I don't know from where you learn so many techniques. Can you suggest some source or books or links?
@bkrai
4 жыл бұрын
Thanks for comments! I'll try to identify some good books for recommendation.
@ericoffice.0019
4 жыл бұрын
Dear Dr. Rai, I am one of your youtube subscribers and also the reader of "Advanced Deep Learning with R". At page 107, you mentioned, "With gray scale images, we use of 2D convolutional layer, and with color images, we make use of 3D convolutional layer." Most materials I reached usually suggest to apply Conv_3D on video, yet your suggestion is quite overwhelming and inspiring. Can you give an example? I just can't find any meaningful example on net. Many thanks.
@bkrai
4 жыл бұрын
Thanks for your message! That was supposed to be removed from the final draft. My apologies that it was somehow missed. I'll communicate it to the editorial team.
@ericoffice.0019
4 жыл бұрын
@@bkrai Thanks for the prompt reply. I am struggling at converting from sequential model to functional API, would you might give us some instructions? I tried rstudio, and the example there is quite smart and maybe too smart for us. Many thanks.
@redarabie7098
4 жыл бұрын
thank you Dr. Bharatendra Rai for this awesome tutorial, it was very useful for me, i want to ask you how can i optimise the number of dense layer in other words how can i chose the best number of the hiden layer
@bkrai
4 жыл бұрын
It can done through experimentation.
@dobariyahardik3388
Жыл бұрын
Thank you sir your video is really helpful
@bkrai
Жыл бұрын
Most welcome!
@bulletkip
4 жыл бұрын
Have you ever done neural networks on time series forecasting data? That would be great if you haven't done already. I will check your library 😊
@bkrai
4 жыл бұрын
It is on list of my future videos.
@gowrikaruppusami7757
4 жыл бұрын
lot of thanks for giving clear explanation sir, hyper parameter tuning is possible to apply machine learning algorithms or only for deep learning
@bkrai
4 жыл бұрын
It is part of tensorflow and is mainly for deep learning.
@dhavalpatel5006
2 жыл бұрын
Thank you sir for the excellent content! I have one query. How to estimate optimal number of hidden layers with this method?
@bkrai
2 жыл бұрын
You can run this with different number of layers a few times and see which one gives better performance.
@calebterrelorellana2478
Жыл бұрын
Thank you very much for sharing your knowledge, I have requested access to the data, could you please give me access?
@bkrai
Жыл бұрын
You are welcome!
@NageshMayappa
4 жыл бұрын
Bharat QQ! Why do you consider R over python? It's it because of the libraries?? Or you have mastered only R on lighter note been following on your videos they make my day for R but still curious i am planning to go over python too
@bkrai
4 жыл бұрын
Once you develop competency in one language, it is easy to switch to any other. Knowing one language well helps to make it easy to learn other languages.
@shubhasmitasahani1738
4 жыл бұрын
Sir, will you please also post the link to the data so that we can replicate the same
@bkrai
4 жыл бұрын
I've now added link to data file.
@shubhasmitasahani1738
4 жыл бұрын
@@bkrai wowww... Thank you for such a quick response sir .. appreciate it.
@gowrikaruppusami7757
4 жыл бұрын
can you tell me any parameter tuning R library for machine learning algorithms
@bkrai
4 жыл бұрын
Each method has a different way to do tuning. You can refer to these two for RF and SVM: kzitem.info/news/bejne/xYCZ0oJ_h1-Fg6Q kzitem.info/news/bejne/0YlrzYx7h5ZklGk
@ezajaan032
3 жыл бұрын
Sir. let's say I want to use SVM and optimize with PSO and other algorithms, but I want to tune the hyperparameter using Keras (same method as in this video). Is it ok to do so, later I take the parameters and input them in the original SVM model? appreciate your advice. thanks.
Пікірлер: 31