Linear Regression: Statistical Concepts, Intuitions, and Python

CityNederland
CountyJefferson (TX3693)
Date03/28/2019
Hours18:00
CategoriaEvents
Official Website
Nederland
Jefferson (TX3693)
Tel 2019-03-28
Categoria Events
Linear Regression: Statistical Concepts, Intuitions, and Python

There are numerous statistical text books that cover Linear Regression in great detail, but require substantial statistical background, and perhaps as many blog postings that provide a one page, high level overview.  Sometimes code is included, sometimes not.  The goal of this event will be to bring all of that together in one place: providing a more detailed understanding of related statistical concepts, while providing intuitions for fundamental concepts in a non-technical way.  Python included.   Topics covered:  Algorithm components Data evaluation & hypothesis testing Goodness of fit, model pitfalls, and non-technical intuitions Homoscedasticity, multi-collinearity, and auto-correlation.  About our Speaker:  Sam Triolo has been working in the Information Technology industry for 15 years, most of that in the Information Security space.  He started his career with IBM and now works in financial services.  He has a passion for Artificial Intelligence, real and imagined, and all things data.   About our Sponsor: Galvanize is the premiere dynamic learning community for technology.

With campuses located in booming technology sectors throughout the country, Galvanize provides a community for each the following: Education - part-time and full-time training in web development, data science, and data engineering Workspace - whether you’re a freelancer, startup, or established business, we provide beautiful spaces with a community dedicated to support your company’s growth Networking - events in the tech industry happen constantly in our campuses, ranging from popular Meetups to multi-day international conferences To learn more about Galvanize's Intro to Data Science course, visit https://www.galvanize.com/part-time/intro-to-data-science.If you have specific questions regarding our Intro to Data Science course, or want to speak with our Enrollment Officer, please reach out to Alison.Sipos@Galvanize.com or book a time here: alisonsipos.youcanbook.me..

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