Tutorials for machine learning, e.g. predict future energy use

Hi Matlab-buddies,

I wonder if there are any tutorials availabe, including a given dataset, for using machine learning & deep learning in Matlab? This can be prediction of future energy use based on historic energy data together with outdoor temperature (energy use correlates with outdoor temperature). Or, do I need to sign up for a Matlab course online? I have found very short examples of showing the use of Machine learning but nothing detailed-enough that shows me the practical working procedure.

Thank you!

Kind regards, Vlatko

Answer 1

[Raunak Gupta]

Hi,

For Starting up in Machine Learning you refer to Statistics and Machine Learning Toolbox. There are many examples in which you can see the generic Machine Learning Algorithm like feature Extraction and Regression. You can use Interactive Apps to try out the examples in the tutorials.

For Deep Learning based applications you can start with Deep Learning with MATLAB and explore various algorithms in Deep Learning Toolbox. For the particular example of predicting future energy use from history energy data you may go through Time Series Forecasting.

Additionally if you are new to Deep Learning you can start from Deep Learning Onramp.

Further you can refer to below mentioned links:

https://www.mathworks.com/help/stats/machine-learning-in-matlab.html

[Vlatko Milic]

Thank you for the in-detail answer!

Answer 2

[Ameen Bassam]

I have the same question.

Unfortunately Mathwork examples are too advanced for me.

Is there any website of forum with easy to follow examples using MATLAB in deep and machine learning ?