課程簡介
介紹
Knime 入門
- 什麼是KNIME?
- KNIME 分析
- KNIME 伺服器
Machine Learning
- 計算學習理論
- Computer 計算體驗演算法
準備開發環境
- 安裝和設定 KNIME
KNIME 節點
- 添加節點
- Access讀取數據
- 合併、拆分和篩選數據
- 對數據進行分組和透視
- 清理數據
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
最低要求
- 經驗 Python
- R 體驗
觀眾
- 數據科學家
客戶評論 (5)
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
Course - Introduction to Data Visualization with Tidyverse and R
範例/練習完全適合我們的領域
Luc - CS Group
Course - Scaling Data Analysis with Python and Dask
機器翻譯
培訓師非常樂意回答我所做的所有問題
Caterina - Stamtech
Course - Developing APIs with Python and FastAPI
機器翻譯
It was a though course as we had to cover a lot in a short time frame. Our trainer knew a lot about the subject and delivered the content to address our requirements. It was lots of content to learn but our trainer was helpful and encouraging. He answered all our questions with good detail and we feel that we learned a lot. Exercises were well prepared and tasks were tailored accordingly to our needs. I enjoyed this course
Bozena Stansfield - New College Durham
Course - Build REST APIs with Python and Flask
傳授培訓師的實踐知識和經驗。
Rumel Mateusz - Pojazdy Szynowe PESA Bydgoszcz SA
Course - GUI Programming with Python and PyQt
機器翻譯