MachineLearningCourse

A collection of notebooks of my Machine Learning class written in Python3.

Notebooks

The completed notebooks (with exercise solutions) are in the completed folder. The port to Python3 is not all done yet.

Please, if you find anything wrong open an issue or a pull request.

Name		Name	Last commit message	Last commit date
completed		completed
data		data
neuralnetworks		neuralnetworks
LICENSE		LICENSE
README.md		README.md
class01_Introduction-to-Python-Programming.ipynb		class01_Introduction-to-Python-Programming.ipynb
class02_Ipython-Notebook.ipynb		class02_Ipython-Notebook.ipynb
class03_Basic-Data-Manipulation.ipynb		class03_Basic-Data-Manipulation.ipynb
class03b_Pandas-Data-Manipulation.ipynb		class03b_Pandas-Data-Manipulation.ipynb
class04_Numpy.ipynb		class04_Numpy.ipynb
class05_Plotting.ipynb		class05_Plotting.ipynb
class06_Scikit-Learn.ipynb		class06_Scikit-Learn.ipynb
class07_Linear-Regression.ipynb		class07_Linear-Regression.ipynb
class08_Logistic-Regression.ipynb		class08_Logistic-Regression.ipynb
class09_Learning-Curves.ipynb		class09_Learning-Curves.ipynb
class10_Cross-Validation.ipynb		class10_Cross-Validation.ipynb
class11_Compare-Classifiers.ipynb		class11_Compare-Classifiers.ipynb
class12_SVM.ipynb		class12_SVM.ipynb
class13_PCA.ipynb		class13_PCA.ipynb
class14_SVD-NMF.ipynb		class14_SVD-NMF.ipynb
class15_Clustering.ipynb		class15_Clustering.ipynb
class16_Topic-extraction.ipynb		class16_Topic-extraction.ipynb
class17_Spam-Filter.ipynb		class17_Spam-Filter.ipynb
data.csv		data.csv
kaggle_example.ipynb		kaggle_example.ipynb
kaggle_link.txt		kaggle_link.txt
mymodule.py		mymodule.py