Dear Amr Hassan
Absolutely no.
It is important to learn basic concepts of Machine Learning an Artificial Neural Networks before to jump to Deep Learning.
Furthermore, Machine Learning is enough for a vast majority of problems.
Regards,
Dear Amr Hassan
Absolutely no.
It is important to learn basic concepts of Machine Learning an Artificial Neural Networks before to jump to Deep Learning.
Furthermore, Machine Learning is enough for a vast majority of problems.
Regards,
Do not gobble up the cream and cherry on the cake, grab it from its base :)
Available toolboxes are making things easy. you may use deep learning as a toolbox but with not an adequate insight into the concepts. Better to start with shallow networks as they still have satisfactory performance and good enough in many applications.
It is essential to learn firstly basic concepts of Machine Learning; those two approaches; supervised and unsupervised, some techniques of pre-processing of data, features selection algorithms, be familiar with the datasets and then go to deep learning.
I propose to read the intersting attached book.
Yes you should go for deep learning but first you should learn machine learning.
Don't worry. It's easy to understand machine learning. If you properly focus you can achieve this task even less than a month.
As a formal way of learning, starting with the basics and progressively advancing is a proper way of learning (not just machine learning). But this should not prevent you from looking on the other side. If you have the basics you can quickly find different resources that simplify the advanced part of deep learning.
I say this because sometimes you may have a problem that's requires application of deep learning, hence if you want to follow the normal learning curve it may take much time which is usually not in our control.
In my opinión YEs, the terms and concepts are easy to understand with minimal background
Go for it! Why not? Stanford's CS229 Machine Learning class covers machine learning and deep learning topics in the same quarter.
I agree with Erik and James.
"Nothing can stop a good scientist."
Dr. E. L. Brown, Back to the Future III
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