Links tagged “data-science”
26 links, newest first.
pandas.pydata.org
Documentation for pandas, the Python library providing DataFrames and the tools that go with them for practical data analysis.
r2d3.us
Interactive scroll-driven explainer of decision trees, using San Francisco versus New York homes to show features, split points, training data and overfitting.
leanpub.com
Roger D. Peng's book on R for data analysis, covering vectors, data frames with dplyr, control flow, functions, debugging, regular expressions and parallel computation.
github.com
Collection of Jupyter notebooks covering pandas, NumPy, scikit-learn, TensorFlow, Spark and AWS, used as a hands-on data science reference.
python-prepa.github.io
Support de formation au Python scientifique destiné aux enseignants de classes préparatoires, des bases du langage au traitement d'images et au calcul numérique.
spark.apache.org
A multi-language engine for data engineering, data science and machine learning, on one machine or a cluster.
