Artificial Intelligence and Automation for Mechatronics Engineering

Artificial Intelligence and Automation course for Mechatronics Engineering at ITM

Morelia, Mexico
https://gmarx.itmorelia.com/lectures/artificial
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5-ann-tf-demo-session
Jupyter Notebook 0 0

Temperature regressor for creating ANN models using Tensorflow.

Updated 3 weeks ago

tclab-project
C++ 0 0

TCLab project to use in lab sessions

Updated 1 month ago

ne-bgd-data-25a
CSV 0 0

Data generated for Normal Equation and Batch Gradient Descent 2025a

Updated 2 months ago

ols-video
Jupyter Notebook 0 0

Scripts and methods implemented in the OLS video for lab sessions.

engineering
aia
video
ols

Updated 3 months ago

ne-bgd-data
CSV 0 0

Data for session 2: Normal equation and batch gradient descent.

Updated 7 months ago

ann-video
Jupyter Notebook 0 0

Repository for following the video about creating and implementing the ANNs from scratch.

Updated 11 months ago

Logistic-regressor-video-p1
Jupyter Notebook 0 0

Part 1 of the video about the logistic regressor as classificator.

Updated 12 months ago

NEandBGD-Video
Jupyter Notebook 0 0

Repository for the lab session video about the Normal Equation and Batch Gradient Descent

Updated 1 year ago

logistic-regressors
0 0

Logistic regressor models

Updated 2 years ago

1-ordinary-least-squares-instructions
0 0

Introduction to linear regression methods using the OLS approach.

Updated 2 years ago

0-starting-python-instructions
Jupyter Notebook 0 0

First steps with Python3

engineering
python
machine-learning

Updated 2 years ago

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