course-data-science

Materials for a computer science course on tools for data science.

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	figs
	README.md
	assignment-2018-09-21.ipynb
	assignment-2018-10-22.ipynb
	assignment-2018-12-03-data.tsv
	assignment-2018-12-03-schema.txt
	assignment-2018-12-03.ipynb
	ats-admissions.csv
	cal_housing.data
	discussion-2018-11-26.ipynb
	discussion-exercise-2018-09-24.ipynb
	football.txt
	iris_data.py
	lecture-2018-09-04.ipynb
	lecture-2018-09-06.ipynb
	lecture-2018-09-11.ipynb
	lecture-2018-09-13.ipynb
	lecture-2018-09-18.ipynb
	lecture-2018-09-20.ipynb
	lecture-2018-10-02.ipynb
	lecture-2018-10-04.ipynb
	lecture-2018-10-11-hierarchical.pdf
	lecture-2018-10-11-kmeans.pdf
	lecture-2018-10-11.ipynb
	lecture-2018-10-18-decision-trees.pdf
	lecture-2018-10-18-k-NN.pdf
	lecture-2018-10-18.ipynb
	lecture-2018-10-23.ipynb
	lecture-2018-10-25.ipynb
	lecture-2018-10-30.ipynb
	lecture-2018-11-01.ipynb
	lecture-2018-11-06-neural-nets.pptx
	lecture-2018-11-06.ipynb
	lecture-2018-11-13.ipynb
	lecture-2018-11-15.ipynb
	polblogs.gml
	requirements.txt

lapets / course-data-science