Advanced R Programming

Advanced R Programming

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Английский
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Source
  • From www.coursera.org
Conditions
  • Self-paced
  • Free Access
  • Fee-based Certificate
More info
  • 4 Sequences
  • Intermediate Level
  • Субтитры доступны на Chinese

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Course details

Syllabus

  • Week 1 - Welcome to Advanced R Programming
    This course covers advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include functional programming in R, robust error handling, object oriented programming, profiling and bench...
  • Week 1 - Functions
    This module begins with control structures in R for controlling the logical flow of an R program. We then move on to functions, their role in R programming, and some guidelines for writing good functions.
  • Week 2 - Functional Programming
    Functional programming is a key aspect of R and is one of R's differentiating factors as a data analysis language. Understanding the concepts of functional programming will help you to become a better data science software developer. In addition, we cover erro...
  • Week 3 - Debugging and Profiling
    Debugging tools are useful for analyzing your code when it exhibits unexpected behavior. We go through the various debugging tools in R and how they can be used to identify problems in code. Profiling tools allow you to see where your code spends its time and ...
  • Week 4 - Object-Oriented Programming
    Object oriented programming allows you to define custom data types or classes and a set of functions for handling that data type in a way that you define. R has a three different methods for implementing object oriented programming and we will cover them in th...

Prerequisite

None.

Instructors

Roger D. Peng, PhD
Associate Professor, Biostatistics
Bloomberg School of Public Health

Brooke Anderson
Assistant Professor, Environmental & Radiological Health Sciences
Colorado State University

Editor

L’université Johns-Hopkins (Johns Hopkins University, ou JHU) est une université privée américaine, située à Baltimore dans le Maryland. Elle possède également des campus à Washington, à Bologne en Italie, à Singapour et à Nankin en Chine. Elle doit son nom à Johns Hopkins, un entrepreneur fortuné qui a légué à sa mort 7 millions de dollars à l'université.

Comptant parmi les universités les plus prestigieuses des États-Unis (surtout pour ses facultés de médecine et de santé publique, ainsi que pour son école d'affaires internationales), l'institution se définit comme la première « université de recherche » du pays. Au début de son histoire, elle s'est principalement inspirée de l'université de Heidelberg et du modèle d'instruction allemand de Wilhelm von Humboldt. En 2019, 39 lauréats du prix Nobel ont leur nom associé à l'université.

Platform

Coursera - это цифровая компания, предлагающая массовые открытые онлайн-курсы, основанные учителями компьютеров Эндрю Нгом и Стэнфордским университетом Дафни Коллер, расположенные в Маунтин-Вью, штат Калифорния.

Coursera работает с ведущими университетами и организациями, чтобы сделать некоторые из своих курсов доступными в Интернете, и предлагает курсы по многим предметам, включая: физику, инженерию, гуманитарные науки, медицину, биологию, социальные науки, математику, бизнес, информатику, цифровой маркетинг, науку о данных и другие предметы.

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