版权说明：本文档由用户提供并上传，收益归属内容提供方，若内容存在侵权，请进行举报或认领
文档简介
Technology
Analytics
Softskills
cs
Technology
Analytics
Softskills
cs
Technology
Analytics
Softskills
cs
Technology
Analytics
Softskills
cs
DanielGuetta,ColumbiaBusinessSchool
2023ITTeachingWorkshop
AnalyticsBeyondtheCore:FromPythontoMachineLearning
BusinessAnalyticsatCBS
Softskills
Technology
Analytics
BusinessAnalyticsCoreClass
Electives
Slide2of36
AnalyticsinElectivesatCBS
Techstrategy
Softskills
DigitalLiteracy
DevelopingQI
PricingStrategies
VRandAI
DigitalPMlab
AnalyticsinAction
Data-drivendollars
Tech
breaks DSfor
marketing
R
PythonforMBAs
WebAppProgramming
Econometrics
TheAnalytiAdvantage
DemandAnalytics
SportsAnalytics
Applied
Strat.Cons.Insights
Quant.Finance
PricingAnalytics
Realestateanalytics
Technology
Databases
DatainPython
BusinessAnalyticsII
Regression
Analytics
Slide3of36
AnalyticsinElectivesatCBS
Techstrategy
Softskills
DigitalLiteracy
DevelopingQI
PricingStrategies
VRandAI
DigitalPMlab
AnalyticsinAction
Data-drivendollars
Tech
breaks DSfor
marketing
R
WebApp
PythonPrfogoramrming
TechnMoloABgys
Econometrics
TheAnalytiAdvantage
DemandAnalytics
SportsAnalytics
Applied
Strat.Cons.Insights
Quant.Finance
PricingAnalytics
Realestateanalytics
Databases
DatainPython
BusinessAnalyticsII
Regression
Analytics
Slide4of36
AnalyticsinElectivesatCBS
Techstrategy
Softskills
DigitalLiteracy
DevelopingQI
PricingStrategies
VRandAI
DigitalPMlab
Techbreaks
AnalyticsinAction
DSfor
Data-drivendollars
TheAnalytiAdvantage
marketing
R
Strat.Cons.Insights
Quant.Finance
PricingAnalytics
PythonforMBAs
WebAppProgramming
Econometrics
DemandAnalytics
SportsAnalytics
Applied
Realestateanalytics
Technology
Databases
DatainPython
BusinessAnalyticsII
Regression
Analytics
Slide5of36
AnalyticsinElectivesatCBS
Techstrategy
Softskills
DigitalLiteracy
DevelopingQI
PricingStrategies
VRandAI
DigitalPMlab
AnalyticsinAction
Data-drivendollars
Tech
breaks DSfor
marketing
R
PythonforMBAs
WebAppProgramming
Econometrics
TheAnalytiAdvantage
DemandAnalytics
SportsAnalytics
Strat.Cons.Insights
Quant.Finance
PricingAnalytics
Realestateanalytics
Technology
Databases
Datain
Regression
Python AnalyticsII Analytics
BusinessApplied
Slide6of36
PythonforMBAs
WhatdoesacodingcurriculumlooklikeforMBAstudents?
CodingforMBAs
Teachinginabusinesscontext–not“dumbeddownengineering”
Noclassroomtimeandcreditwastedon“basics”
Slide9of36
TheCBSapproach
AdvancedPython
electives
PythonforMBAs
3
Selfguidedvideos
Slacksupport
Liveworkshops
Pythonbook
1
2
AdvancedPython
Qualificationexam
(OrPythonforMBAs)
BasicPython
Qualificationexam
Slide10of36
TheCBSapproach
AdvancedPython
electives
PythonforMBAs
3
Selfguidedvideos
Slacksupport
Liveworkshops
Pythonbook
1
2
AdvancedPython
Qualificationexam
(OrPythonforMBAs)
BasicPython
Qualificationexam
Slide11of36
TheCBSapproach
AdvancedPython
electives
PythonforMBAs
3
Selfguidedvideos
Slacksupport
Liveworkshops
Pythonbook
1
2
AdvancedPython
Qualificationexam
(OrPythonforMBAs)
BasicPython
Qualificationexam
Slide12of36
TheCBSapproach
AdvancedPython
electives
PythonforMBAs
3
Selfguidedvideos
Slacksupport
Liveworkshops
Pythonbook
1
2
AdvancedPython
Qualificationexam
(OrPythonforMBAs)
BasicPython
Qualificationexam
Slide13of36
Teachingcodingusingcases
Dataanalytics
Slide15of36
TheCaseofDig
Slide16of36
AutomationandAPIs
Slide17of36
CashbailintheUSA
Defendantgoestojail(notprison),andremainsthereuntiltheirtrial
Defendantisfreeuntiltheirtrial
No-cashbail
Donotpay Pay
Amountwillberefundedifthedefendantturnsuptotheirtrial
Slide18of36
CashBailset
Baildenied
Arraignment
Arrest
CashbailintheUSA
Defendantgoestojail(notprison),andremainsthereuntiltheirtrial
Defendantisfreeuntiltheirtrial
CashBail No-cash
set bail
Bailfund
Donotpay Pay
Amountwillberefundedifthedefendantturnsuptotheirtrial
Slide19of36
Baildenied
Arraignment
Arrest
WhatdoesthishavetodowithPython?
Slide20of36
WhatdoesthishavetodowithPython?
Slide21of36
WhatdoesthishavetodowithPython?
Slide22of36
Underthehood…
Slide23of36
AnalyticsinAction
AnalyticsinAction
Slide25of36
BusinessAnalyticsII&XLKitLearn
AfundamentalproblemofteachingBusinessAnalytics:doingitwithoutcoding
Potentialsolutions
Useoff-the-shelfsoftware?
Blackbox?
Mac/PCissues?
Obfuscatescentrallessons/concepts?
Poorexperienceforsome
students?
Copy/pasteR/Pythoncode?
Purelytheoreticaltreatment?
Difficulttoabsorb?
Dry?
Slide28of36
Oursolution:XLKitLearn
XLKitL
Slide29of36
DemonstratingXLKitLearn
heLasso
T
S
温馨提示
- 1. 本站所有资源如无特殊说明，都需要本地电脑安装OFFICE2007和PDF阅读器。图纸软件为CAD,CAXA,PROE,UG,SolidWorks等.压缩文件请下载最新的WinRAR软件解压。
- 2. 本站的文档不包含任何第三方提供的附件图纸等，如果需要附件，请联系上传者。文件的所有权益归上传用户所有。
- 3. 本站RAR压缩包中若带图纸，网页内容里面会有图纸预览，若没有图纸预览就没有图纸。
- 4. 未经权益所有人同意不得将文件中的内容挪作商业或盈利用途。
- 5. 人人文库网仅提供信息存储空间，仅对用户上传内容的表现方式做保护处理，对用户上传分享的文档内容本身不做任何修改或编辑，并不能对任何下载内容负责。
- 6. 下载文件中如有侵权或不适当内容，请与我们联系，我们立即纠正。
- 7. 本站不保证下载资源的准确性、安全性和完整性, 同时也不承担用户因使用这些下载资源对自己和他人造成任何形式的伤害或损失。
最新文档
- GB/T 43874-2024玻璃材料及制品压缩性能试验方法
- 2024年建设工程技术咨询合同范本（4篇）
- 2024年解除劳动关系协议范本（2篇）
- 检验科生物安全培训试题(新员工实习生-6个月-附答案)
- 材料科学基础复习题
- 设计前期与场地设计（一级）：中国古代建筑史找答案（题库版）
- SIEI变频器在电梯上的应用培训（现用含异步）
- 设备租赁合同六篇
- 影视动画经典IP开发焕新项目可行性研究报告
- 《纳米硼墨烯水性环氧防锈底漆》规范要求
- 优秀供应商发言稿范文二则
- 水电厂预防性试验四措两案
- 打印机维护保养
- 初中生物教学仪器配备参考价格
- 换热器换热面积计算及单位换算
- OZ系列液晶彩电背光灯驱动控制电路维修资料
- 道德与法治一年级下册全册知识点
- 对青少年铅球运动员力量训练方法的分析
- 生产经理绩效考核KPI指标量表
- 浅谈GeoGebra在高中函数教学中的应用
- 运输顺槽扩帮施工 安全技术措施
评论
0/150
提交评论