How to configure AlexNet|Deep learning|Neural network| Difference betwee...

Tried a new making of self-explaining video which explains about the configure of AlexNet for understanding of deep learning.

It has confined the difference between the machine learning and deep learning.

Watch the full video on below link

https://youtu.be/fHZCOJbzp_k



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#alexnet #smallyoutube #youtuber #configure #tutorial #beginnersguide #Davangere #Karnataka #India #deeplearning #beginnersmanualfordeeplearning #difference #whatisdeeplearning #machine&deeplearningdifference  #walkthroughalexnet

What is linear and nonlinear dataset|how to classify them| machine learning

This video is about understanding what is linear and non-linear data.

This briefs about how to find the solution when dataset is linear or non-linear.

The steps for linear data

1. Find upper boundary.

2. Find lower boundary

3. Mean the both boundaries to obtain optimum boundary line.

For non-linear dataset

1. Increase the dimension through shifting

2. Shift the datapoints to one plane (towards right or left plane)

3. Square the shifted signal hence non-linear dataset converts to linear dataset.

While increasing the dimension take care of this, there is a rule that if you have N classes then increase the dimensions to N-1.

Find the boundary line which is not too complex. Have simpler lines for good accuracy.

#nonlinearandlineardataset #regression