Просмотр кода страницы ST2187 Business analytics, applied modelling and prediction

Hi all!
Here will be published the information about  Business analytics, applied modeling and prediction  course

[[Файл:Khelvas.jpg|200px|thumb|left| [https://www.hse.ru/org/persons/409923537 Aleksandr Khelvas] ]]
[[Файл:JenTsybulko.jpg|200px|thumb|left|[https://www.hse.ru/org/persons/409847746 Evgeniya Tsybulko] ]]
[[Файл:JAbdey.jpeg|200px|thumb|left|Dr. James Abdey, invited lecturer]]



The book will be edited [https://www.overleaf.com/read/nkwyhzvwrmkm here on overleaf.com] 

== Grade Formula ==
=== Terms ===

BU==Business Unit of course   Max=100

UoL==UoL Unit   Max=100

BCWE==Business Course Work and Exam   Max=100

BCFW== Business Course Final Work     Max=100

BMU==Business Monthly Unit  Max=100

TCW==Tableau Course Work  To be estimated by UoL

=== Formula ===

'''Total score = 0.7*BU + 0.3*UoL''' 

BU=BU1*0.5 + BU2*0.5

BU1=BCWE*0.4 + (BMU1+BMU2+BM3)*0.2 

BU2=BCFW2*0.7 + (BMU4+BMU5+BMU6)*0.1

For each BMUn all weekly homeworks should be positive.  

For each homework student has the first attempt and if the result is not positive he should use the second one with new requirements.

=== Due Dates: === 

{| class="wikitable"
|-
! Reporting !! Due Date !! Comments
|-
| [[BMU1 | BMU1]]||  Oct 3 ||  Ready for execution
|-
| [[BMU2|BMU2]] || Nov 25 23:59 ||  Ready for execution

|-
| [[BMU3|BMU3]] || Dec 5 + Dec 12  ||  Ready for execution
|-
| [[BMU4|BMU4]]  || Feb 6 ||  
|-
| [[BMU5|BMU5]]  ||Feb 23 ||  
|-
| [[TCW|TCW]]  ||Mar 1 ||  
|-
|[[BMU6|BMU6]] || Apr 3 ||  
|-
| [[BCWE |BCWE ]] || Dec 28 ||  
|-
| [[BCFW|BCFW]] || June 25 ||  
|}

 
 
All BMU and BCW shoul be prepared and presented by pairs of students 

Best 3 BMU grants +5 to BU1 and BU2 
Best 3 BCW grants +10 to BU1 and BU2

== Home work schedule ==



BHW - Home works for Business Unit

UoL - Home works for UoL 
 
{| class="wikitable"
|-
! Week !! Link !! BHW !! UoL !! Due Date
|-
| Week 1 || http://wiki.cs.hse.ru/ST2187_Seminar_1 || + || ||Sept 21 
|-
| Week 2 || http://wiki.cs.hse.ru/ST2187_Seminar_2 || + || || Sept 25 
|-
|    || https://drive.google.com/file/d/1NDglH4KfC7L6AxPsHVZKcuwOf_7efoq7/view?usp=sharing ||   ||+ || Sept 25 
|-
| Week 3 || [[BMU1 | BMU1]] || + || || Oct 3
|-
|  Week 4   || http://wiki.cs.hse.ru/ST2187_Seminar_4  || +  ||  || Oct 10 
|-
|  Week 5   || http://wiki.cs.hse.ru/ST2187_Lecture_5  ||   ||+ || '''Oct 26''' 
|-
|  Week 6   || http://wiki.cs.hse.ru/ST2187_Lecture_6#Home_work  ||  + ||  || Nov 2
|-
|  Week 7   || https://drive.google.com/file/d/1VbmyLk0T4eGioyj-gtKphM6G8bP7zF6H/view?usp=sharing ||   || +  || Nov 13
|-
|  Week 8   || [[BMU2 | BMU2]]|| +  ||   || Nov 16
|-
|  Week 9   ||  || +  ||   || Nov 30
|-
|  Week 10   || [[BMU3|BMU3]] [[Block 11-12 |http://wiki.cs.hse.ru/ST2187_Lecture_14]]  || +  || + || Dec 5 - Dec12 
|-
|  Week 11   ||   || +  ||   || Dec 12
|-
|  [[BCWE | BCWE]] ||  || +  ||   || Dec 26
|}


==  UoL Exam tests ==

 [[UoL Exam | UoLExam]]
 [[UoL students | UoLstudents]]

== Home work files requirements ==

All student's files should have names 

ST2187-2020-FIO1-FIO2-Seminar_NN-FILENAME.XXX

FIO1 and FIO2 - latin like IvanovII

Cyrillic and special symbols in file names are prohibited.


All Seminar's Videos will be shared here https://drive.google.com/drive/folders/1wr5vU3pffMXINdscWWFeO0U8D5IuglZs?usp=sharing

== Course structure ==

[[Glossary | Glossary]]

[[ST2187 Lecture 1  | '''Lecture 1''' Course structure. Requirements and deliverables. Semantic model of problem. Ontology of  Case 1. Bakery (COS Block 1)]]

[[ST2187 Seminar 1 | '''Seminar 1''' Data. Structured data types. CSV, XML, JSON, YAML.  Excel simplest applications. Bakery component description in YAML.]]

[[ST2187 Lecture 2 | '''Lecture 2'''  Introduction to the course, overview, assessment, Monty Hall problem (LSE Block 1)]]

[[ST2187 Seminar 2 | '''Seminar 2''' ABCD analysis in excel. Histogram in Excel.]]

[[ST2187 Lecture 3 | '''Lecture 3''' Processes, actions and events. BPMN. ]]

[[ST2187 Seminar 3 | '''Seminar 3''' Tracks arriving schedule analysis and simulation ]]

[[ST2187 Lecture 4 | '''Lecture 4'''   Petri Nets. PN in event-driven simulation. Vehicles arriving and departure in bakery case. Shipping plan  ]]

[[ST2187 Seminar 4 | '''Seminar 4'''  Tracks arriving schedule analysis and simulation in BPMN.]]

[[ST2187 Lecture 5| '''Lecture 5''' Descriptive statistics, relationships between variables, Tableau (LSE Blocks 2, 3 and 4)  ]]

[[ST2187 Seminar 5 | '''Seminar 5''' Bakery Orders Dataset.  ]]

[[ST2187 Lecture 6 | '''Lecture 6'''   Lecture 6. Event-Driven Simulation. Vehicles arriving and departure in bakery case. SimPy library for Python. ]]

[[ST2187 Seminar 6 | '''Seminar 6''' ABCD analysys for bakery in Python.]]

[[ST2187 Lecture 7 | '''Lecture 7''' Probability, distributions, decision trees (LSE Blocks 5, 6 and 7)  31 Oct 2020 ]]

[[ST2187 Seminar 7 | '''Seminar 7''' Tableau data visualisation for Bakery Orders Dataset]]
 
[[ST2187 Lecture 8 | '''Lecture 8'''   31 Oct 2020]]

[[ST2187 Seminar 8 | '''Seminar 8''' ]]

[[ST2187 Lecture 9 | '''Lecture 9'''  31 Oct 2020 ]]

[[ST2187 Seminar 9 | '''Seminar 9''']]

[[ST2187 Lecture 10 | '''Lecture 10   Sampling, sampling distributions, confidence intervals, hypothesis testing (Blocks 8, 9 and 10)''' 28 Nov 2020  ]]

[[ST2187 Seminar 10 | '''Seminar 10''']]

[[ST2187 Lecture 11 | '''Lecture 11''' 28 Nov 2020  ]]

[[ST2187 Seminar 11 | '''Seminar 11''']]

[[ST2187 Lecture 12 | '''Lecture 12''' 28 Nov 2020  ]]

[[ST2187 Seminar 12 | '''Seminar 12''']]

[[ST2187 Lecture 13 | '''Lecture 13 Regression analysis (Blocks 11 and 12) ''' 5 Dec 2020  ]]

[[ST2187 Seminar 13 | '''Seminar 13''' ]]

[[ST2187 Lecture 14 | '''Lecture 14''' 5 Dec 2020  ]]

[[ST2187 Seminar 14 | '''Seminar 14''' ]]

== BIBLIO ==

1. YAML from  Tutorials Point (I) Pvt. Ltd.  https://www.tutorialspoint.com/yaml/yaml_tutorial.pdf

2. YAML Ain’t Markup Language (YAML™) Version 1.2 3rd Edition https://yaml.org/spec/1.2/spec.pdf

3. BPMN 2.0 - Business Process Model and Notation http://www.bpmb.de/index.php/BPMNPoster

4.Real-Life BPMN: Using BPMN 2.0 to Analyze, Improve, and Automate Processes in Your Company 1st Edition
by Jakob Freund, Bernd Rücker  ISBN-13: 978-1480034983