Book details

Elements of Data Science

by Allen B Downey

Categories Data science , Python

Elements of Data Science introduces Python-based data analysis through Jupyter notebooks, assuming no prior programming or statistics experience. Topics include data representation, visualization, distributions, regression, resampling, hypothesis testing, and case studies on political alignment, recidivism, and astronomical data.