Home - nil-vn/data-sciences GitHub Wiki

Statistics and probability

• https://www.diendat.net/category/xac-suat-thong-ke/
• https://vietnambiz.vn/bieu-do-hop-box-plot-la-gi-dac-trung-va-vi-du-20191112102052212.htm
• https://www.khanacademy.org/math/statistics-probability/summarizing-quantitative-data/box-whisker-plots/a/box-plot-review

Python Tools

• https://nbviewer.jupyter.org/github/ongxuanhong/data-science-mini-course/blob/master/01_python/02_numpy.ipynb
• https://dominhhai.github.io/vi/2017/09/matrix-op/
• https://www.data-blogger.com/2017/11/15/python-matplotlib-pyplot-a-perfect-combination/

Machine Learning & Deep Learning

KMeans algorithm

• https://dominhhai.github.io/vi/2018/02/ml-kmeans/
• https://github.com/dominhhai/mldl/blob/master/code/k-means/k-means-sklearn.ipynb
• http://blog.mathieu.guillame-bert.com/category/machine-learning/
• http://bis.net.vn/forums/t/374.aspx

References

• https://jakevdp.github.io/PythonDataScienceHandbook/index.html
• https://github.com/tiepvupsu/tiepvupsu.github.io/blob/master/ML_math.pdf