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Data science from scratch : comprehensive beginners guide to learn data science fom scratch /

George, Henry

Data science from scratch : comprehensive beginners guide to learn data science fom scratch / Joel Grus. - Second edition. - Unpages : 19 cm

Includes bibliographical references and index.

Introduction -- A crash course in Python -- Visualizing data -- Linear algebra -- Statistics -- Probability -- Hypothesis and inference -- Gradient descent -- Getting data -- Working with data -- Machine learning -- k-Nearest neighbors -- Naive bayes -- Simple linear regression -- Multiple regression -- Logistic regression -- Decision trees -- Neural networks -- Deep learning -- Clustering -- Natural language processing -- Network analysis -- Recommender systems -- Databases and SQL -- MapReduce -- Data ethics -- Go forth and do data science.

ISBN: 9781492041139 1492041130

Source: 107490 TVG

LCCN: 2019304439

Subjects--Topical Terms:
Database management.
Data structures (Computer science)
Data structures (Computer science)

LC Class. No.: QA76.73.P98 / G78 2019

Dewey Class. No.: 005.75 GEO