Les comparto un artículo que apareció en R-data science Africa y luego en el blog (By AKINFADERIN ADEWALE) https://www.r-bloggers.com/the-mathematics-of-machine-learning/ Lo difundo entre los lectores de habla hispana.
Recently, there has been an upsurge in the availability of many easy-to-use machine and deep learning packages such as scikit-learn, Weka, Tensorflow
etc. Machine Learning theory is a field that intersects statistical,
probabilistic, computer science and algorithmic aspects arising from
learning iteratively from data and finding hidden insights which can be
used to build intelligent applications. Despite the immense
possibilities of Machine and Deep Learning, a thorough mathematical
understanding of many of these techniques is necessary... more.