GitHub - matthew9510/machine-learning: Curriculum content I helped curate for Softstack Factory. Covering making machine learning models with Scikit-learn.

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
Final Projects		Final Projects
data		data
01.01.introduction-to-models.pptx		01.01.introduction-to-models.pptx
01.02.linear-regression.pptx		01.02.linear-regression.pptx
01.03.model-training-regression.pptx		01.03.model-training-regression.pptx
01.04-linear-regression-random-data.ipynb		01.04-linear-regression-random-data.ipynb
01.05.linear-regression-iris-overview.ipynb		01.05.linear-regression-iris-overview.ipynb
01.06.pandas-profiling.ipynb		01.06.pandas-profiling.ipynb
02.01.linear-regression-real-estate.ipynb		02.01.linear-regression-real-estate.ipynb
02.01b.linear-regression-real-estate.ipynb		02.01b.linear-regression-real-estate.ipynb
03.01.model-performance-increase.pptx		03.01.model-performance-increase.pptx
03.02.linear-regression-improve-performance.ipynb		03.02.linear-regression-improve-performance.ipynb
03.02b.linear-regression-improve-performance.ipynb		03.02b.linear-regression-improve-performance.ipynb
04.01-logistic-regression.pptx		04.01-logistic-regression.pptx
04.02.logistic-regression.ipynb		04.02.logistic-regression.ipynb
04.02b.logistic-regression.ipynb		04.02b.logistic-regression.ipynb
05.01.linear-regression-regularization.pptx		05.01.linear-regression-regularization.pptx
05.02.linear-regression-regularization-with-multiple-models.ipynb		05.02.linear-regression-regularization-with-multiple-models.ipynb
05.02b.linear-regression-regularization-with-multiple-models.ipynb		05.02b.linear-regression-regularization-with-multiple-models.ipynb
06.01.classification-using-alternate-models.pptx		06.01.classification-using-alternate-models.pptx
06.02.classification-with-multiple-models.ipynb		06.02.classification-with-multiple-models.ipynb
06.02b.classification-with-multiple-models.ipynb		06.02b.classification-with-multiple-models.ipynb

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