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

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Vlatko Milic 2019-9-13

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https://ww2.mathworks.cn/matlabcentral/answers/480232-tutorials-for-machine-learning-e-g-predict-future-energy-use

回答： Ameen Bassam 2020-1-13

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

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Answer 1

Raunak Gupta 2019-9-16

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https://ww2.mathworks.cn/matlabcentral/answers/480232-tutorials-for-machine-learning-e-g-predict-future-energy-use#answer_392033

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