What is the fastest way to learn about neural networks? there types? how to use them? full solved examples? real life applications?
Many thanks
NPTEL lectures are lenghthy but are useful to understand all the concepts.
https://youtu.be/xbYgKoG4x2g
NPTEL lectures are lenghthy but are useful to understand all the concepts.
https://youtu.be/xbYgKoG4x2g
This course is highly recommendable and free if you dont need a certfication.
https://www.coursera.org/learn/machine-learning
Hi,
1- You may start reading some fundamental principles in this book (it is easy to understand and quickly starting to implementation) and at same time try to implement them in MatLab or other programming softwares.
"Fundamental of neural networks architectures, algorithms and applications",
You can find it in some free book libraries to download.
2- Also you may find many related online free courses here,
https://www.coursera.org/courses?languages=en&query=neural+networks
I hope it helps,
Reza
We have shown that the fastest way to learn is by practicing "staying with the winner" behaviour or by dynamic stratified sampling with genetic algorithms but the socially efficient way of learning is by following "putting out fires" behaviour or repeated random sampling with genetic algorithms (Radner & Rothschild (1975), Mallick (1993, 2014, 2015)), as examples of mathematical-statistical mechanisms (Mallick (2007,2012)).
Soumitra K. Mallick
The Coursera deep learning specialization is great. You may apply for their financial support and they waive the registration fee for you.
https://www.coursera.org/specializations/deep-learning
If you really want to learn about Neural Networks, then you can't take shortcuts.
You may also limit your scope. What kind of neural networks do you want to study? Artificial? Biological? Spiking?
Read Jang (1997). Neuro fuzzy and soft computing. Later produce your own code for the ANN models.
https://www.coursera.org/specializations/deep-learning
https://open.sap.com/courses/ml2/items/16dFys2bMQ0CD46vGdxMPs
you can start these specialization courses for free (without getting certificate)
There is no fast way to learn anything, you need to take sometime, even machines take time to learn, and sometimes they take weeks or months to learn depending on the problem and data used.
If there is a fast way to learn then a child can become a professor in a coupe of years!
For human learning time is needed for reading, analyzing, and practicing.
Perhaps the question might be what is the best way to learn ANN?
My advice, start with easy things, and extend gradually to more complex stuff.
Prof. Andrew Ng courses are the best to learn neural networks and artificial intelligence.
https://www.coursera.org/specializations/deep-learning
Read "Neural Networks: A Systematic Introduction" by Raul Rojas, concepts are developed along with its mathematical background in a very accessible way.
The fastest way to learn about the Neural Network is to trigger you brain, burn few, indeed very few like 99% of the total you have. Then definitely 99% space will become free to born new Neurons and you train those neuron, promise train in a completely nontraditional way and interconnect then in the way you heart like the most, not your brain. Remember your 99% neurons newly born but they are energetic. They can be arranged in any way you want. I promise that by this way will develop the your life time best Neural Network. I would like to use the words of world best Neural Network for your designed one, but indeed mine Neural Network is the world best. In fact for every one his/her own Neural Network is the best one.
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