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harislulic / ZeMA-machine-learning-tutorials

Machine Learning tutorials oriented at begginers in data science. Methods are applied on ZeMA-s testbed data (Zentrum für Mechatronik und Automatisierungstechnik gGmbH).
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Typing errors #16

Open ehlimana opened 4 years ago

ehlimana commented 4 years ago

0_Data_Import_and_Visualisation.ipynb:

Subtitle: Basic visualisation for imported dataset 1st line: isto real-time - into real time

If you have problems with previous step, you can skip conversion into SI units by runing next cell.- double n is missing in "running"

1_FFT_and_Reconstruction.ipynb

If you have problems with previous step, you can skip conversion into SI units by runing next cell.- double n is missing in "running"

2_Machine_Learning_using_Best_Fourier_Coefficients.ipynb: Subtitle: Converting into SI Units If you have problems with previous step, you can skip conversion into SI units by runing next cell.- double n is missing in "running"

Subtitle: Feature extraction using BFC: "This step an unsupervised extraction method" - "is" is missing

"A function is created, which takes as input: data from one senzor sensor," - s insted of z

Subtitle: Pearson correlation "_Example: If element in 'senzor_n' is 5, and the element in 'featuren' at the same position is 50, that means that you can access that feature in this way:" - s instead of z

Subtitle: Apply patterns for feature extraction and selection on testing data "Further selection is based on the indices found with Pearason correlation method. " - Pearson instead of Pearason

Subtitle: Mahalanobis distance - "The Mahalanobis distance is a measure of the distance between two points and unknown character" -What is with the unknown character, check this

3_Machine_Learning_using_Statistical_Moments.ipynb If you have problems with previous step, you can skip conversion into SI units by runing next cell.- double n is missing in "running" Subtitle: Pearson correlation "_Example: If element in 'senzor_n' is 5, and the element in 'featuren' at the same position is 50, that means that you can access that feature in this way:" - s instead of z

harislulic commented 4 years ago

Thank you for your comments and for opening these issues. I am ready to accept the pull request on these, or I can fix them on my own?