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Brian Rutenberg by Martica Sawin Brian Rutenberg by Martica Sawin PDF, ePub eBook D0wnl0ad Brian Rutenberg's paintings reinvigorate and revitalize the medium. Raised in the South Carolina lowlands, Rutenberg has lived and worked in New York for the past 20 years. His work elicits a profoundly visceral experience as he reinvests abstraction with a sense of spirituality. Influenced by the music of Glenn Gould and Celtic culture, as well as the painters Joan Mitchell and Hans Hoffman, Rutenberg draws on the landscape that he remembers from childhood, growing up between Pawley's Island and Charletson, where the rivers and lakes join the ocean. The landscape, complex in its layers, has guided Rutenberg's approach to composition and color. This volume is the most comprehensive presentation of his work to date; it includes an essay by critic and writer Martica Sawin and a foreword by artist and writer Gregory Amenoff. From reader reviews: David Pell: Reading a reserve c...

Python for Probability, Statistics, and Machine Learning by José Unpingco Python for Probability, Statistics, and Machine Learning by José Unpingco PDF, ePub eBook D0wnl0ad This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas.  The entire text, including all the figures and numerical results, is reproducible using the Python codes and their associated Jupyter/IPython notebooks, which are provided as supplementary downloads. The author develops key intuitions in machine learning by working meaningful examples using multiple analytical methods and Python codes, thereby connecting theoretical concepts to concrete implementations. Modern Python modules like Pandas, Sympy, and Scikit-learn are applied to simulate and visualize important machine learning concepts like the bias/variance trade-off, cross-validation, and regularization. Many abstract mathematical ideas, such as convergence in probability theory, a...