Mastering Python for Data Science

Description

Explore the world of data science through Python and learn how to make sense of dataAbout This BookMaster data science methods using Python and its librariesCreate data visualizations and mine for patternsAdvanced techniques for the four fundamentals of Data Science with Python - data mining, data analysis, data visualization, and machine learningWho This Book Is ForIf you are a Python developer who wants to master the world of data science then this book is for you. Some knowledge of data science is assumed.What You Will LearnManage data and perform linear algebra in PythonDerive inferences from the analysis by performing inferential statisticsSolve data science problems in PythonCreate high-end visualizations using PythonEvaluate and apply the linear regression technique to estimate the relationships among variables.Build recommendation engines with the various collaborative filtering algorithmsApply the ensemble...