- 經驗 Python
- R 體驗
觀眾
- 數據科學家
KNIME 是一款開源數據分析軟體，用於通過數據管道整合機器學習和數據挖掘。結合 Python 和 R，用戶能夠擴展 KNIME 的數據分析和機器學習功能。
這種以講師為主導的現場培訓（現場或遠端）針對希望以Python和R語言程式設計為KNIME的數據科學家。
在培訓結束時，參與者將能夠：
- 在 KNIME 中規劃、構建和部署機器學習模型。
- 實施端到端數據科學專案。
- 為運營做出數據驅動的決策。
課程形式
- 互動講座和討論。
- 大量的練習和練習。
- 在現場實驗室環境中實際實施。
課程定製選項
- 如需申請此課程的定製培訓，請聯繫我們進行安排。
介紹
開始使用 Knime
- 什麼是KNIME？
- KNIME 分析
- KNIME 伺服器
Machine Learning
- 計算學習理論
- 用於計算經驗的計算機演算法
準備開發環境
- 安裝與設定KNIME
KNIME 節點
- 添加節點
- Access處理和讀取數據
- 合併、拆分和篩選數據
- 對數據進行分組和透視
- 清潔數據
建 模
- 創建工作流
- 匯入數據
- 準備數據
- 可視化數據
- 創建決策樹模型
- 使用回歸模型
- 預測數據
- 比較和匹配數據
學習技巧
- 使用隨機森林技術
- 使用多項式回歸
- 分配類
- 評估模型
總結和結論
United Arab Emirates - KNIME with Python and R for Machine Learning
Qatar - KNIME with Python and R for Machine Learning
Egypt - KNIME with Python and R for Machine Learning
Saudi Arabia - KNIME with Python and R for Machine Learning
South Africa - KNIME with Python and R for Machine Learning
Brasil - KNIME with Python and R for Machine Learning
Canada - KNIME with Python and R for Machine Learning
中国 - KNIME with Python and R for Machine Learning
香港 - KNIME with Python and R for Machine Learning
澳門 - KNIME with Python and R for Machine Learning
台灣 - KNIME with Python and R for Machine Learning
USA - KNIME with Python and R for Machine Learning
Österreich - KNIME with Python and R for Machine Learning
Schweiz - KNIME with Python and R for Machine Learning
Deutschland - KNIME with Python and R for Machine Learning
Czech Republic - KNIME with Python and R for Machine Learning
Denmark - KNIME with Python and R for Machine Learning
Estonia - KNIME with Python and R for Machine Learning
Finland - KNIME with Python and R for Machine Learning
Greece - KNIME with Python and R for Machine Learning
Magyarország - KNIME with Python and R for Machine Learning
Ireland - KNIME with Python and R for Machine Learning
Luxembourg - KNIME with Python and R for Machine Learning
Latvia - KNIME with Python and R for Machine Learning
España - KNIME with Python and R for Machine Learning
Italia - KNIME with Python and R for Machine Learning
Lithuania - KNIME with Python and R for Machine Learning
Nederland - KNIME with Python and R for Machine Learning
Norway - KNIME with Python and R for Machine Learning
Portugal - KNIME with Python and R for Machine Learning
România - KNIME with Python and R for Machine Learning
Sverige - KNIME with Python and R for Machine Learning
Türkiye - KNIME with Python and R for Machine Learning
Malta - KNIME with Python and R for Machine Learning
Belgique - KNIME with Python and R for Machine Learning
France - KNIME with Python and R for Machine Learning
日本 - KNIME with Python and R for Machine Learning
Australia - KNIME with Python and R for Machine Learning
Malaysia - KNIME with Python and R for Machine Learning
New Zealand - KNIME with Python and R for Machine Learning
Philippines - KNIME with Python and R for Machine Learning
Singapore - KNIME with Python and R for Machine Learning
Thailand - KNIME with Python and R for Machine Learning
Vietnam - KNIME with Python and R for Machine Learning
India - KNIME with Python and R for Machine Learning
Argentina - KNIME with Python and R for Machine Learning
Chile - KNIME with Python and R for Machine Learning
Costa Rica - KNIME with Python and R for Machine Learning
Ecuador - KNIME with Python and R for Machine Learning
Guatemala - KNIME with Python and R for Machine Learning
Colombia - KNIME with Python and R for Machine Learning
México - KNIME with Python and R for Machine Learning
Panama - KNIME with Python and R for Machine Learning
Peru - KNIME with Python and R for Machine Learning
Uruguay - KNIME with Python and R for Machine Learning
Venezuela - KNIME with Python and R for Machine Learning
Polska - KNIME with Python and R for Machine Learning
United Kingdom - KNIME with Python and R for Machine Learning
South Korea - KNIME with Python and R for Machine Learning
Pakistan - KNIME with Python and R for Machine Learning
Sri Lanka - KNIME with Python and R for Machine Learning
Bulgaria - KNIME with Python and R for Machine Learning
Bolivia - KNIME with Python and R for Machine Learning
Indonesia - KNIME with Python and R for Machine Learning
Kazakhstan - KNIME with Python and R for Machine Learning
Moldova - KNIME with Python and R for Machine Learning
Morocco - KNIME with Python and R for Machine Learning
Tunisia - KNIME with Python and R for Machine Learning
Kuwait - KNIME with Python and R for Machine Learning
Oman - KNIME with Python and R for Machine Learning
Slovakia - KNIME with Python and R for Machine Learning
Kenya - KNIME with Python and R for Machine Learning
Nigeria - KNIME with Python and R for Machine Learning
Botswana - KNIME with Python and R for Machine Learning
Slovenia - KNIME with Python and R for Machine Learning
Croatia - KNIME with Python and R for Machine Learning
Serbia - KNIME with Python and R for Machine Learning
Bhutan - KNIME with Python and R for Machine Learning