ISBN: 9781941043110 - fundamentals of data science part i: inference and experiment (5 Ergebnisse)

Paperback. Zustand: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less.

Zustand: New. In English.

Taschenbuch. Zustand: Neu. Neuware - In Part I of this series, we cover basic statistical inference and experimentation, focusing on.

Zustand: New. KlappentextIn Part I of this series, we cover basic statistical inference and experimentation, focusing on: basic statisticsderivation and review of key distributions and their relationshypothesis testi.

Zustand: Sehr gut. Zustand: Sehr gut | Seiten: 314 | Sprache: Englisch | Produktart: Bücher | In Part I of this series, we cover basic statistical inference and experimentation, focusing on: basic statistics;derivation and review of key distributions and their relations;hypothesis testing, including an in depth power analysis for the chi-squared statistic;experimentation, including A/B tests, stratification, one- and two-factor experiments, and an introduction to bandit algorithms; maximum likelihood;gradient descent;introduction to survival analysis and stochastic processes, including empirical estimation of online survival and event processes.The theory is illustrated with simulations in Python throughout the text.…