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dataset
dataset
 
 
images
images
 
 
solutions
solutions
 
 
00.Scientific_Tools_in_Python.ipynb
00.Scientific_Tools_in_Python.ipynb
 
 
01-iris-classification-with-knn.ipynb
01-iris-classification-with-knn.ipynb
 
 
02_Intro2image.ipynb
02_Intro2image.ipynb
 
 
03-persian-digit-dataset.ipynb
03-persian-digit-dataset.ipynb
 
 
04-persian-digit-classification-with-knn.ipynb
04-persian-digit-classification-with-knn.ipynb
 
 
05-regression-with-knn.ipynb
05-regression-with-knn.ipynb
 
 
06-generalization-Overfitting-Underfitting.ipynb
06-generalization-Overfitting-Underfitting.ipynb
 
 
07-Linear-Regression.ipynb
07-Linear-Regression.ipynb
 
 
08-Linear_Models.ipynb
08-Linear_Models.ipynb
 
 
09-unsupervised-transformations.ipynb
09-unsupervised-transformations.ipynb
 
 
10-1-pca_for_dimentionality_treduction_classification.ipynb
10-1-pca_for_dimentionality_treduction_classification.ipynb
 
 
10-2-iris_visualization_with_pca.ipynb
10-2-iris_visualization_with_pca.ipynb
 
 
10-unsupervised-pca.ipynb
10-unsupervised-pca.ipynb
 
 
11-unsupervised-clustering.ipynb
11-unsupervised-clustering.ipynb
 
 
12-cross-validation.ipynb
12-cross-validation.ipynb
 
 
13-Model-Complexity-and-GridSearch.ipynb
13-Model-Complexity-and-GridSearch.ipynb
 
 
14-Model-Evaluation-Confusion-matrix.ipynb
14-Model-Evaluation-Confusion-matrix.ipynb
 
 
15-working-with-Text.ipynb
15-working-with-Text.ipynb
 
 
16-SMS-Spam-Detection.ipynb
16-SMS-Spam-Detection.ipynb
 
 
17-other-classifiers.ipynb
17-other-classifiers.ipynb
 
 
README.md
README.md
 
 
adad.png
adad.png
 
 
dataset.py
dataset.py
 
 
house_regression_final.ipynb
house_regression_final.ipynb
 
 

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ML-notebooks

Intro to machine learning with python

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Intro to machine learning with python

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  • Jupyter Notebook 99.8%
  • Python 0.2%