中国欧盟商会与莱茵学院共同推出于8月1日至2日开课的大数据分析与管理课程。以下为该课详情。
The Course of Big Data Analysis and Management will be jointly held by the European Chamber of Commerce in China with TÜV from 1st to 2nd August. Below is detailed information about the course.
大数据分析与管理 | Big Data Analysis and Management
Enable your staff to understand over 10 different types of data collation and analysis methods, get inspiration from industry cases, conduct valuable analyses for your enterprise and provide support for daily operations and strategic decisions
让您的员工掌握数据的采集和分析流程、常用的十余种分析方法（时间序列预测，决策树，多元回归，逻辑回归，文字云等等）、从行业应用案例中获取灵感，从而作出有价值的分析，为企业的日常运营及战略决策提供支持
课程形式：线下面授
开课时间：2022年8月1日-2022年8月2日
Course format: On site
Date: 1st August 2022-2nd August 2022
课程受众：市场和销售人员；研发人员；工艺开发人员；制造部主管和经理；供应商管理人员；售后服务主管、经理；IT部人员；企业高层等致力于数据挖掘和分析的人员
Target Attendees: Marketing and Sales; R&D staff；Process developers；Supervisor and manager of manufacturing department；Supplier management；After-sales service supervisor and manager；IT department executives and those who dedicated to data mining and analysis
费用: 会员3,600元/人；非会员4,000元/人
Fee: Member: 3,600 RMB per person；Non-member: 4,000 RMB per person
课程大纲：
1. 大数据在工业 4.0中的价值
•大数据的4V 特征与价值
•工业大数据的应用
2. 大数据的采集方法
•大数据的采集误区
•大数据的采集计划
3. 数据的分析基础
•数据的分析基础
-常见分布
-常用的图形化分析方法
矩阵图判断多个变量相关性
多变异图查找主要影响因素
4. 工业数据分析方法简介
•工业大数据高阶分析方法
-Time series Predication时间序列预测
-Predictive Modeling 预测性模型
-Logistic Regression 逻辑回归
-Decision Tree 决策树
•Text Analysis 文本信息挖掘方法
•Simulation 模拟仿真技术
•Warranty Analysis and Predication 质保期分析和预测
•异常点的识别
•实时在线监测的 SPC 应用
5. 数据挖掘的软件实际操作
•数据分析软件界面介绍
•工业数据案例分析及练习
6. 大数据时代的信息安全
Outline：
1. the Value of big data in Industry 4.0
• 4V features and Value of big data
• Application of industrial big data
2. Big data acquisition method
• Misunderstanding of big data collection
• Big data acquisition plan
3. Data Analysis Basis
• Data analysis basis
-Common distribution
-Common graphical analysis methods
Matrix diagram to determine the correlation of multiple variables
The main influencing factors of multivariate mapping
4. Brief introduction of industrial data analysis methodology
• Higher order analysis method for industrial big data
-Time series Predication
-Predictive Modeling
-Logistic Regression
-Decision Tree
• Text Analysis
• Simulation
• Warranty Analysis and Predication
• Identification of outliers
• SPC applications of real-time online monitoring
5. Practical Operation of Data Mining Software
• Data Analysis Software Interface
• Case Study and practice of industrial data
6. Information Security in big data era
Payment
1) Members can register after logging in and pay by scanning the QR code automatically sent by the system
2) Ask for the payment code from the European Chamber via email after registration on the official website
3) Bank transfer
RMB Bank Account
A/C Name: 中国欧盟商会
China CITIC Bank Capital Mansion Sub Branch
中信银行京城大厦支行
No. 6, Xinyuan Nan Road
Chaoyang District, 100004 Beijing
北京市朝阳区新源南路6号京城大厦
A/CNo.:7110210182500027543
S.W.I.F.T. Code: CIBKCNBJ100
Please filled 20220801+ Company Name in the note column.
付款方式：
1) 会员可在登录后报名，通过扫描系统自动发送的二维码支付
2) 官网报名后通过邮箱向商会索要付款码
3) 银行转账
RMB Bank Account
A/C Name: 中国欧盟商会
China CITIC Bank Capital Mansion Sub Branch
中信银行京城大厦支行
No. 6, Xinyuan Nan Road
Chaoyang District, 100004 Beijing
北京市朝阳区新源南路6号京城大厦
A/CNo.:7110210182500027543
S.W.I.F.T. Code: CIBKCNBJ100
请在备注栏中填入20220801+公司名称。
Contact: Jingqian Mo
Tel: 18677968823 E-mail: jqmo@europeanchamber.com.cn
联系人：莫静倩
电话：18677968823 邮箱：jqmo@europeanchamber.com.cn
Cancellation:
If you cannot attend an event for which you have registered, please cancel your registration no later than 48 hours prior to the event. If you fail to notify us of your cancellation in a timely fashion, you will be fully charged for event costs. You may cancel online or notify the contact person in the European Chamber.
取消政策：
如果您不能参加已注册过的活动，请至少在活动开始48小时之前取消您的注册。若您未能及时地通知我们，我们将收取您相应的活动费用。您可以联系工作人员取消，也可以网上自行取消。