Course Code: bspintrk
Duration: 14 hours
Prerequisites:
  • 有基本程式設計背景者優先

觀眾

  • 數據分析師
Overview:

R 是一個非常流行的開源環境，用於統計計算、數據分析和圖形。本課程向學生介紹 R 程式設計語言。 它涵蓋了語言基礎知識、庫和高級概念。

這種由講師指導的實時培訓（在線或現場）面向希望使用 R 程式設計來操作數據、執行基本數據分析並創建引人注目的視覺化以獲得見解的初級數據分析師。

在本次培訓結束時，參與者將能夠：

  • 瞭解 R 的基礎知識 Programming。
  • 應用基礎數據科學流程。
  • 創建資料的視覺化表示。

課程形式

  • 互動講座和討論。
  • 大量的練習和練習。
  • 在即時實驗室環境中動手實施。

課程自定義選項

  • 要申請本課程的定製培訓，請聯繫我們進行安排。
Course Outline:

Day One：語言基礎

  • 課程介紹
  • 關於 Data Science
    • Data Science 定義
    • 執行過程 Data Science。
  • 介紹 R Language
  • 變數和類型
  • 控制結構 （Loops / Conditionals）
  • R Scalars、向量和矩陣
    • 定義 R 向量
    • 預科
  • 字串和文本操作
    • 字元數據類型
    • 檔IO
  • 清單
  • 功能
    • 函數介紹
    • 閉包
    • lapply/sapply 函數
  • 數據幀
  • 所有部分的實驗室

第二天：中級 R Programming

  • DataFrames 和檔 I/O
  • 從檔中讀取數據
  • 數據準備
  • 內置數據集
  • 可視化
    • 圖形包
    • plot（） / barplot（） / hist（） / boxplot（） / 散點圖
    • 熱圖
    • ggplot2 包 （qplot（）， ggplot（））
  • 使用 Dplyr 進行探索
  • 所有部分的實驗室 
Sites Published:

United Arab Emirates - Introductory R (Basic to Intermediate)

Qatar - Introductory R (Basic to Intermediate)

Egypt - Introductory R (Basic to Intermediate)

Saudi Arabia - Introductory R (Basic to Intermediate)

South Africa - Introductory R (Basic to Intermediate)

Brasil - Introductory R (Basic to Intermediate)

Canada - Introductory R (Basic to Intermediate)

中国 - Introductory R (Basic to Intermediate)

香港 - Introductory R (Basic to Intermediate)

澳門 - Introductory R (Basic to Intermediate)

台灣 - Introductory R (Basic to Intermediate)

USA - Introductory R (Basic to Intermediate)

Österreich - Introductory R (Basic to Intermediate)

Schweiz - Introductory R (Basic to Intermediate)

Deutschland - Introductory R (Basic to Intermediate)

Czech Republic - Introductory R (Basic to Intermediate)

Denmark - Introductory R (Basic to Intermediate)

Estonia - Introductory R (Basic to Intermediate)

Finland - Introductory R (Basic to Intermediate)

Greece - Introductory R (Basic to Intermediate)

Magyarország - Introductory R (Basic to Intermediate)

Ireland - Introductory R (Basic to Intermediate)

Luxembourg - Introductory R (Basic to Intermediate)

Latvia - Introductory R (Basic to Intermediate)

España - Introductory R (Basic to Intermediate)

Italia - Introductory R (Basic to Intermediate)

Lithuania - Introductory R (Basic to Intermediate)

Nederland - Introductory R (Basic to Intermediate)

Norway - Introductory R (Basic to Intermediate)

Portugal - Introductory R (Basic to Intermediate)

România - Introductory R (Basic to Intermediate)

Sverige - Introductory R (Basic to Intermediate)

Türkiye - Introductory R (Basic to Intermediate)

Malta - Introductory R (Basic to Intermediate)

Belgique - Introductory R (Basic to Intermediate)

France - Introductory R (Basic to Intermediate)

日本 - Introductory R (Basic to Intermediate)

Australia - Introductory R (Basic to Intermediate)

Malaysia - Introductory R (Basic to Intermediate)

New Zealand - Introductory R (Basic to Intermediate)

Philippines - Introductory R (Basic to Intermediate)

Singapore - Introductory R (Basic to Intermediate)

Thailand - Introductory R (Basic to Intermediate)

Vietnam - Introductory R (Basic to Intermediate)

India - Introductory R (Basic to Intermediate)

Argentina - Introductory R (Basic to Intermediate)

Chile - Introductory R (Basic to Intermediate)

Costa Rica - Introductory R (Basic to Intermediate)

Ecuador - Introductory R (Basic to Intermediate)

Guatemala - Introductory R (Basic to Intermediate)

Colombia - Introductory R (Basic to Intermediate)

México - Introductory R (Basic to Intermediate)

Panama - Introductory R (Basic to Intermediate)

Peru - Introductory R (Basic to Intermediate)

Uruguay - Introductory R (Basic to Intermediate)

Venezuela - Introductory R (Basic to Intermediate)

Polska - Introductory R (Basic to Intermediate)

United Kingdom - Introductory R (Basic to Intermediate)

South Korea - Introductory R (Basic to Intermediate)

Pakistan - Introductory R (Basic to Intermediate)

Sri Lanka - Introductory R (Basic to Intermediate)

Bulgaria - Introductory R (Basic to Intermediate)

Bolivia - Introductory R (Basic to Intermediate)

Indonesia - Introductory R (Basic to Intermediate)

Kazakhstan - Introductory R (Basic to Intermediate)

Moldova - Introductory R (Basic to Intermediate)

Morocco - Introductory R (Basic to Intermediate)

Tunisia - Introductory R (Basic to Intermediate)

Kuwait - Introductory R (Basic to Intermediate)

Oman - Introductory R (Basic to Intermediate)

Slovakia - Introductory R (Basic to Intermediate)

Kenya - Introductory R (Basic to Intermediate)

Nigeria - Introductory R (Basic to Intermediate)

Botswana - Introductory R (Basic to Intermediate)

Slovenia - Introductory R (Basic to Intermediate)

Croatia - Introductory R (Basic to Intermediate)

Serbia - Introductory R (Basic to Intermediate)

Bhutan - Introductory R (Basic to Intermediate)

Nepal - Introductory R (Basic to Intermediate)

Uzbekistan - Introductory R (Basic to Intermediate)