Computing for Data Analysis [2013, ENG] torrent

Обучающие видео » Компьютерные видеоуроки и обучающие интерактивные DVD » Программирование (видеоуроки)

[Coursera / Johns Hopkins University] Computing for Data Analysis

Год выпуска: 2013
Производитель: Johns Hopkins University
Сайт производителя: https://www.coursera.org/course/compdata
Автор: Roger D. Peng
Продолжительность: 8:01:51
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание: In this course you will learn how to program in R and how to use R for effective data analysis. You will learn how to install and configure software necessary for a statistical programming environment, discuss generic programming language concepts as they are implemented in a high-level statistical language. The course covers practical issues in statistical computing which includes programming in R, reading data into R, creating informative data graphics, accessing R packages, creating R packages with documentation, writing R functions, debugging, and organizing and commenting R code. Topics in statistical data analysis and optimization will provide working examples.
[spoiler="Содержание"]
Week 1

Introduction and overview
Installing R
Data types, subsetting
Reading/writing data

Week 2

Control structures
Functions
Loop functions
Debugging

Week 3

Simulation
Plotting, visualizing data
Priniciples of data graphics

Week 4

Objected oriented programming
Data abstraction
Regular expressions
[/spoiler]
Файлы примеров: отсутствуют
Формат видео: MP4
Видео: H264 - MPEG-4 AVC (part 10) 960x540 30 fps 80 kbs
Аудио: MPEG AAC Audio (mp4a) 44100 Hz
[spoiler="Скриншоты"]

[/spoiler]
Доп. информация:
Дополнительные материалы: слайды в pdf и субтитры на английском.