- 经验 Python
- R 体验
观众
- 数据科学家
KNIME 是一款开源数据分析软体，用于通过数据管道整合机器学习和数据挖掘。结合 Python 和 R，用户能够扩展 KNIME 的数据分析和机器学习功能。
这种以讲师为主导的现场培训（现场或远端）针对希望以Python和R语言程式设计为KNIME的数据科学家。
在培训结束时，参与者将能够：
- 在 KNIME 中规划、构建和部署机器学习模型。
- 实施端到端数据科学专案。
- 为运营做出数据驱动的决策。
课程形式
- 互动讲座和讨论。
- 大量的练习和练习。
- 在现场实验室环境中实际实施。
课程定制选项
- 如需申请此课程的定制培训，请联系我们进行安排。
介绍
开始使用 Knime
- 什么是KNIME？
- KNIME 分析
- KNIME 服务器
Machine Learning
- 计算学习理论
- 用于计算经验的计算机算法
准备开发环境
- 安装和配置 KNIME
KNIME 节点
- 添加节点
- Access处理和读取数据
- 合并、拆分和筛选数据
- 对数据进行分组和透视
- 清洁数据
建 模
- 创建工作流
- 导入数据
- 准备数据
- 可视化数据
- 创建决策树模型
- 使用回归模型
- 预测数据
- 比较和匹配数据
学习技巧
- 使用随机森林技术
- 使用多项式回归
- 分配类
- 评估模型
总结和结论
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