Course Code: rapidminer
Duration: 14 hours
Prerequisites:
  • 對數據科學概念的理解
Overview:

RapidMiner 是一個開源數據科學軟體平臺，用於快速應用程式原型設計和開發。它包括用於數據準備、機器學習、深度學習、文本挖掘和預測分析的集成環境。 

在這個由講師指導的實時培訓中，參與者將學習如何使用 RapidMiner Studio 進行數據準備、機器學習和預測模型部署。 

在本次培訓結束時，參與者將能夠：

  • 安裝與設定RapidMiner
  • 使用 RapidMiner 準備和可視化數據
  • 驗證機器學習模型
  • 混搭數據並創建預測模型
  • 在業務流程中實施預測分析
  • 故障排除和優化 RapidMiner

觀眾

  • 數據科學家
  • 工程師
  • 開發人員

課程形式

  • 部分講座、部分討論、練習和大量動手實踐

注意

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

介紹

安裝與設定RapidMiner

RapidMiner Studio 介面和機制概述

分析週期回顧

存儲庫概述

匯入數據

準備數據

建 模 

驗證

使用巨集

使用全域搜索

構建更複雜的預測模型

評估模型品質

故障排除和優化

總結和結論

Sites Published:

United Arab Emirates - RapidMiner for Machine Learning and Predictive Analytics

Qatar - RapidMiner for Machine Learning and Predictive Analytics

Egypt - RapidMiner for Machine Learning and Predictive Analytics

Saudi Arabia - RapidMiner for Machine Learning and Predictive Analytics

South Africa - RapidMiner for Machine Learning and Predictive Analytics

Brasil - RapidMiner for Machine Learning and Predictive Analytics

Canada - RapidMiner for Machine Learning and Predictive Analytics

中国 - RapidMiner for Machine Learning and Predictive Analytics

香港 - RapidMiner for Machine Learning and Predictive Analytics

澳門 - RapidMiner for Machine Learning and Predictive Analytics

台灣 - RapidMiner for Machine Learning and Predictive Analytics

USA - RapidMiner for Machine Learning and Predictive Analytics

Österreich - RapidMiner for Machine Learning and Predictive Analytics

Schweiz - RapidMiner for Machine Learning and Predictive Analytics

Deutschland - RapidMiner for Machine Learning and Predictive Analytics

Czech Republic - RapidMiner for Machine Learning and Predictive Analytics

Denmark - RapidMiner for Machine Learning and Predictive Analytics

Estonia - RapidMiner for Machine Learning and Predictive Analytics

Finland - RapidMiner for Machine Learning and Predictive Analytics

Greece - RapidMiner for Machine Learning and Predictive Analytics

Magyarország - RapidMiner for Machine Learning and Predictive Analytics

Ireland - RapidMiner for Machine Learning and Predictive Analytics

Luxembourg - RapidMiner for Machine Learning and Predictive Analytics

Latvia - RapidMiner for Machine Learning and Predictive Analytics

España - RapidMiner for Machine Learning and Predictive Analytics

Italia - RapidMiner for Machine Learning and Predictive Analytics

Lithuania - RapidMiner for Machine Learning and Predictive Analytics

Nederland - RapidMiner for Machine Learning and Predictive Analytics

Norway - RapidMiner for Machine Learning and Predictive Analytics

Portugal - RapidMiner for Machine Learning and Predictive Analytics

România - RapidMiner for Machine Learning and Predictive Analytics

Sverige - RapidMiner for Machine Learning and Predictive Analytics

Türkiye - RapidMiner for Machine Learning and Predictive Analytics

Malta - RapidMiner for Machine Learning and Predictive Analytics

Belgique - RapidMiner for Machine Learning and Predictive Analytics

France - RapidMiner for Machine Learning and Predictive Analytics

日本 - RapidMiner for Machine Learning and Predictive Analytics

Australia - RapidMiner for Machine Learning and Predictive Analytics

Malaysia - RapidMiner for Machine Learning and Predictive Analytics

New Zealand - RapidMiner for Machine Learning and Predictive Analytics

Philippines - RapidMiner for Machine Learning and Predictive Analytics

Singapore - RapidMiner for Machine Learning and Predictive Analytics

Thailand - RapidMiner for Machine Learning and Predictive Analytics

Vietnam - RapidMiner for Machine Learning and Predictive Analytics

India - RapidMiner for Machine Learning and Predictive Analytics

Argentina - RapidMiner for Machine Learning and Predictive Analytics

Chile - RapidMiner for Machine Learning and Predictive Analytics

Costa Rica - RapidMiner for Machine Learning and Predictive Analytics

Ecuador - RapidMiner for Machine Learning and Predictive Analytics

Guatemala - RapidMiner for Machine Learning and Predictive Analytics

Colombia - RapidMiner for Machine Learning and Predictive Analytics

México - RapidMiner for Machine Learning and Predictive Analytics

Panama - RapidMiner for Machine Learning and Predictive Analytics

Peru - RapidMiner for Machine Learning and Predictive Analytics

Uruguay - RapidMiner for Machine Learning and Predictive Analytics

Venezuela - RapidMiner for Machine Learning and Predictive Analytics

Polska - RapidMiner for Machine Learning and Predictive Analytics

United Kingdom - RapidMiner for Machine Learning and Predictive Analytics

South Korea - RapidMiner for Machine Learning and Predictive Analytics

Pakistan - RapidMiner for Machine Learning and Predictive Analytics

Sri Lanka - RapidMiner for Machine Learning and Predictive Analytics

Bulgaria - RapidMiner for Machine Learning and Predictive Analytics

Bolivia - RapidMiner for Machine Learning and Predictive Analytics

Indonesia - RapidMiner for Machine Learning and Predictive Analytics

Kazakhstan - RapidMiner for Machine Learning and Predictive Analytics

Moldova - RapidMiner for Machine Learning and Predictive Analytics

Morocco - RapidMiner for Machine Learning and Predictive Analytics

Tunisia - RapidMiner for Machine Learning and Predictive Analytics

Kuwait - RapidMiner for Machine Learning and Predictive Analytics

Oman - RapidMiner for Machine Learning and Predictive Analytics

Slovakia - RapidMiner for Machine Learning and Predictive Analytics

Kenya - RapidMiner for Machine Learning and Predictive Analytics

Nigeria - RapidMiner for Machine Learning and Predictive Analytics

Botswana - RapidMiner for Machine Learning and Predictive Analytics

Slovenia - RapidMiner for Machine Learning and Predictive Analytics

Croatia - RapidMiner for Machine Learning and Predictive Analytics

Serbia - RapidMiner for Machine Learning and Predictive Analytics

Bhutan - RapidMiner for Machine Learning and Predictive Analytics

Nepal - RapidMiner for Machine Learning and Predictive Analytics

Uzbekistan - RapidMiner for Machine Learning and Predictive Analytics