Statistics with Julia

Statistics with Julia

Fundamentals for Data Science, Machine Learning and Artificial Intelligence

Klok, Hayden; Nazarathy, Yoni

Springer Nature Switzerland AG

09/2021

527

Dura

Inglês

9783030709006

15 a 20 dias

Introducing Julia.- Basic Probability.- Probability Distributions.- Processing and Summarizing Data.- Statistical Inference Concepts.- Confidence Intervals.- Hypothesis Testing.- Linear Regression and Extensions.- Machine Learning Basics.- Simulation of Dynamic Models.- Appendix A: How-to in Julia.- Appendix B: Additional Julia Features.- Appendix C: Additional Packages.
Julia Programming Language;Probability Distributions;StatsBase Packages;Data Processing;Regression Models