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 Data, Decisions in Economics and Finance \\ Data, Decisions in Economics and Finance \\
 (Données, Décisions Economiques et Financières in French) ** (Données, Décisions Economiques et Financières in French) **
 +
 +This page is also available in the following languages
 +  * [[:start|French]]: mostly dedicated to Centrale Marseille degree-seeking students but some parts might also be useful to international exchange students.
  
 {{ palaisboursemarseille2.jpeg?300 }} {{ palaisboursemarseille2.jpeg?300 }}
  
 ==== Graduate Program outlines ==== ==== Graduate Program outlines ====
-The graduate program is designed to offer a wide range of courses into several fields : Mathematical Finance, Insurance or Quantitative Management.+The graduate program is designed to offer a wide range of courses into several fields : Mathematical Finance, Insurance or Quantitative Management and Data Science related to the previours fields.
  
 Technology and economy are more and more complex. Mathematics and their applications are the heart of the decision tool needed in this world: they help to model, evaluate and control risks associated to industrial processes, economical phenomena or financial products. The knowledge of mathematical tools associated to a deep understanding of theses phenomena is largely appreciated in many areas. Technology and economy are more and more complex. Mathematics and their applications are the heart of the decision tool needed in this world: they help to model, evaluate and control risks associated to industrial processes, economical phenomena or financial products. The knowledge of mathematical tools associated to a deep understanding of theses phenomena is largely appreciated in many areas.
  
 Depending on the status of the student, the student can also attend a Master program in parallel with the track DDEFi : Depending on the status of the student, the student can also attend a Master program in parallel with the track DDEFi :
-  * Master Aix-Marseille School of Economics (AMSE), track [[https://amse-feg.univ-amu.fr/fr/formation/master-economie?code=PRBEC5AD|Finance Quantitative et Assurance]] (information contact at Centrale Marseille: Renaud Bourlès) +  * Master Aix-Marseille School of Economics (AMSE), track [[https://amse-feg.univ-amu.fr/fr/formation/master-economie?code=PRBEC5AD|Finance Quantitative et Assurance]] (information contact at Centrale Marseille: Renaud Bourlès): only 2nd year course units. 
-  * Master in Applied Mathematics and Statistics, track Data Science (information contact at Centrale Marseille: Christophe Pouet)+  * Master in Applied Mathematics and Statistics, track Data Science (information contact at Centrale Marseille: Christophe Pouet): only 2nd year course units.
  
 ==== Goals ==== ==== Goals ====
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 ** <color red> EXCHANGE STUDENTS: This section contains VERY IMPORTANT information for preparing your mobility.</color> ** ** <color red> EXCHANGE STUDENTS: This section contains VERY IMPORTANT information for preparing your mobility.</color> **
 === Number of accepted students == === Number of accepted students ==
-The 3rd Year scientific tracks such as DDEFi have a limited number of accepted students. Priority is given to Centrale Marseille engineering degree students. Nevertheless, the track DDEFi has always been able to accept exchange students (usually 3 or 4).+The 3rd Year scientific tracks such as DDEFi have a limited number of accepted students. Priority is given to Centrale Marseille engineering degree students and Aix-Marseille University students. Nevertheless, the track DDEFi has always been able to accept exchange students (usually 3 or 4) and we will be very pleased to have you as an exchange student for one or two semesters depending on the requirements at your home university.
  
 === Academic calendar === === Academic calendar ===
-Please note the special duration of Semester 9: the 3rd Year **Fall-Winter semester extends from early September to end of March/early April**. Check with your local coordinator if it fits your mobility window.+A new organization will be in place from academic year 2022-2023. Please carefully check the latest information here and check with your local coordinator if it fits your mobility window. 
 + 
 +All course units offered in the track DDEFi are offered from September to Mid-April. Each course unit belong to one of the following semesters. 
 +  * Semester 9 (Fall-Winter): **Fall-Winter semester extends from early September to Mid-February**.  
 +  * Semester 10 (Spring): **Spring semester for taught courses extends from Mid-February to Mid-April**. After mid-April, this is the internship period (work or research placement) which can be as long as 6 months. 
 + 
 +Therefore if you can stay at Centrale Marseille from early September to mid-April, you will bee able to validate 29 ECTS credits (including a 5 ECTS team project) with course units offered in the track DDEFi. Do not hesitate to contact Centrale Marseille International Mobility Office or Prof. Christophe Pouet ( cpouet[AT]centrale-marseille.fr with [AT] replaced by @) for the track DDEFi if you need some advice.
  
 === Language of instruction === === Language of instruction ===
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 === Number of credits for a full exchange year === === Number of credits for a full exchange year ===
-If you intend to come for one year, the Spring semester will necessarily be a research or work placement (equivalent to a Master Thesis, 30 ECTS). We cannot offer courses during the Spring semester to students who attend 3rd year courses. This is due to academic calendar constraints.+If you intend to come for one year, the Spring semester will certainly necessarily include a research or work placement (equivalent to a Master Thesis, 15 ECTS). Course units only worth 15 ECTS are offered at the beginning of the Spring semester to students who attend 3rd year courses. 
  
 **Please check the information below about credits.** **Please check the information below about credits.**
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 ==== Structure of the program ==== ==== Structure of the program ====
-The track DDEFi allows a student to validate 12 ECTS for courses and 5 ECTS for a team project. If as an exchange student you need to validate between 18 and 30 ECTS during a semesterplease read CAREFULLY what is written below the table.+The track DDEFi allows a student to validate 24 ECTS for courses and 5 ECTS for a team project. The number of ECTS credits thanks to DDEFi course units depends on your mobility period. In fact, the track DDEFi allows to validate 
 +  * S9 (Fall-Winter): 16 ECTS credits thanks to course units, 
 +  * S10 (Spring): 13 ECTS credits thanks to course units (including the 5 ECTS team project starting mid-September). 
 + 
 +Please read CAREFULLY what is written below the table and do not hesitate to contact Centrale Marseille International Mobility Office or Prof. Christophe Pouet (cpouet[AT]centrale-marseille.fr with [AT] replaced by @) for the track DDEFi if you need some advice.
  
 === Academic Team === === Academic Team ===
  
-Instructors are from Centrale Marseille, from other HEI'(such as Aix-Marseile Université or Kedge BS) or+Instructors are from Centrale Marseille, from other HEIs (such as Aix-Marseile Université or Kedge BS) or
 highly skilled practitionners from renowned companies. Full list of instructors available in French [[fr:enseignants|here]] highly skilled practitionners from renowned companies. Full list of instructors available in French [[fr:enseignants|here]]
    
 === List of course units === === List of course units ===
  
-** <color #ed1c24>  Warning! This list will change for academic year 2022-2023. The courses will be more or less the same but the course units will be differentWe will update the table below as soon as possible. </color>**+** <color #ed1c24>  Warning! This is the new programme for academic year 2022-2023. There are minor differences in course contents but the main difference with previours academic years is that taught course units are now worth 8 ECTS credits instead of 3 ECTS creditsThis should ease the construction of your learning agreement </color>**
  
-The DDEFi track offers 12 ECTS credits for the taught courses and 5 ECTS credits for the DDEFi project (team project with a private company).+The DDEFi track offers 24 ECTS credits for the taught courses and 5 ECTS credits for the DDEFi project (team project with a private company).
  
 The structure of the program DDEFi is the following The structure of the program DDEFi is the following
  
-^ Team Project from mid-September to end of March ^^^^^^ +^ Team Project (from mid-September to mid-April) ^^^^^^^ 
-^ English Name ^ French name ^ Code ^ ECTS ^ Contact hours ^ Coordinator ^ +^ English Name ^ French name ^ Code ^ ECTS ^ Semester ^ Contact hours ^ Coordinator ^ 
-|DDEFi project | [[fr:projet|Projet DDEFi]]| | 5 | 100h | |+|DDEFi project | [[fr:projet|Projet DDEFi]]| | 5 | S10 (Spring) | 100h | R. Bourlès | 
  
 +^ Period 1 (from mid-September to mid-November): Common core ^^^^^^
 +^ English Name ^ French name ^ Code ^ Semester ^ ECTS ^ Contact hours ^ Coordinator ^
 +|Models and Decisions | [[en:ddefimode2022|Modèles et décisions]] | | 8 | S9 (Fall-Winter) | 100h | R. Bourlès |
  
-^ Period Common core ^^^^^^ +^ Period 2 (from mid-November to mid-February)Major (1 course unit to be chosen)^^^^^^ 
-^ English Name ^ French name ^ Code ^ ECTS ^ Contact hours ^ Coordinator ^ +^ English Name ^ French name ^ Code ^ ECTS ^ Semester ^ Contact hours ^ Coordinator ^ 
-| [[en:ddefiprod|Data science project]] | Projet Data  | | 60h | | | +| Finance | [[en:ddefifina2022|Finance]] {{en:flag_of_the_united_kingdom.svg.png?20|Cours en anglais}}    S9 (Fall-Winter) 100h R. Bourlès  
-|Models and Decisions | [[en:ddefimode|Modèles et décisions]] | | 72h | | |+Data and decisions | [[en:ddefidode2022|Données et décisions]] |  S9 (Fall-Winter) 100h R. Bourlès  |
  
-^ Period major (1 course unit to be chosen)^^^^^ +^ Period 3 (from mid-February to mid-April)Specialised course unit (1 course unit to be chosen)^^^^^ 
-^ English Name ^ French name ^ Code ^ ECTS ^ Contact hours ^ Coordinator ^ +^ English Name ^ French name ^ Code ^ ECTS ^ Semester ^Contact hours ^ Coordinator ^ 
-Finance | [[en:ddefifina|Finance]] {{en:flag_of_the_united_kingdom.svg.png?20|Cours en anglais}}    72h | | | +Mathematical finance | [[en:ddefimafi2022|Mathématiques financières]] |  | 8 | S10 (Spring) | 100h |  |  | 
-| Data and decisions | [[en:ddefidode|Données et décisions]] |  72h | |  |+| Corporate finance | [[en:ddefifien2022|Finance d'entreprise]] | | 8 | S10 (Spring) | 100h |  |  | 
 +Actuarial science | [[en:ddefiactu2022|Actuariat]] |  | 8 | S10 (Spring) 100h | |  
 +| Data analysis | [[en:ddefiando2022|Analyse et données]] | | S10 (Spring) | 100h | |  | 
 +If you attend the course unit Finance during Period 2, then you must choose between the course units Mathematical finance or Corporate finance. If you attend the course unit 
 +Data and decisions during Period 2, then you must choose between the course units Actuarial science or Data analysis.
  
-^ Period 3 : specialised course unit (1 course unit to be chosen)^^^^^ +If as an exchange student, you need more ECTS credits for your exchange semester than you can take in the track DDEFi, then you have to choose course units in the following offer (beware that most courses are in French) 
-^ English Name ^ French name ^ Code ^ ECTS ^ Contact hours ^ Coordinator ^ +  * 3rd Year Common Core in Management: ECTS during S9 (Fall-Winter), 1 ECTS during S10 (Spring) 
-| Mathematical finance | [[en:ddefimafi|Mathématiques financières]] |  | 3 | 72h |  |  | +  * International cultures and foreign languages2 ECTS during S9 (Fall-Winter), ECTS during S10 (Spring
-| Corporate finance | [[en:ddefifien|Finance d'entreprise]] | | 3 | 72h |  |  | +    For example you can attend a course called French as a Foreign Language (the introduction week for international students has also an intensive French language course that can give ECTS credits, check with the International Mobility Office). 
-| Actuarial science | [[en:ddefiactu|Actuariat]] |  | 3 | 72h | |  +  * Professional track9 ECTS during S9 (Fall-Winter) 
-| Data analysis | [[en:ddefiando|Analyse et données]] | | 3 | 72h | |  |+   The professional tracks that best suit the track DDEFi are Audit & Counselling (AUC), Entrepreneurship (ENT), Research & Development (R&D), Organisational Management (MO) et Production-Logistics (PRL).
  
-If as an exchange student, you need between 18 and 30  ECTS for your exchange semester, then you have to choose courses in the following offer (beware that most courses are in French) +**<color blue> Alternative solution</color> ** you can also attend courses in Master programme or see if some joint courses between DDEFi track and Master programmes can be recognized as Master courses in your transcript of academic records.
-  3rd Year Common Core in Management (4 ECTS) +
-  International cultures and foreign languages (3 ECTS) for example you can attend a course called French as a Foreign Language (the introduction week for international students has also an intensive French language course that can lead to credits). +
-  * Professional track (6 ECTS) : the professional tracks that best suit the track DDEFi are Audit & Counselling (AUC), Entrepreneurship (ENT), Research & Development (R&D), Organisational Management (MO) et Production-Logistics (PRL).+
  
-**An alternative solution is to attend courses from a Master programme or see if some joint courses between DDEFi track and Master programmes can be recognized as Master courses in your transcript of academic records** (you usually get more ECTS credits in a Master programme than in the DDEFi track, even for the same course). <color red>**Please contact the DDEFi track coordinator for more information. **</color>+** <color red>Please contact the DDEFi track deputy coordinator Prof. Christophe Pouet (cpouet[AT]centrale-marseille.fr with [AT] replaced by @) for more information. </color> **
  
  
 ==== Career prospects and postgraduate studies ==== ==== Career prospects and postgraduate studies ====
-  Banksfinance : BP2S, BNP-Paribas, Amundi,... +DDEFi students are usually hired as interns or employees in the following areas: 
-  * Insurance, actuarial science : Axa, Crédit Agricole Assurances,... +  BankFinance: BP2S, BNP Paribas, Amundi,... 
-  * Audit, counsellingservices : Mazars, E&Y, Solucom, Orange,... +  * Insurance, Actuarial Science: Axa, Crédit Agricole Assurances,... 
-  * Industry : Chanel,... +  * Audit, CounsellingServices: Mazars, E&Y, Solucom,... 
-For a more complete list of companies, please check the webpage (in French) [[fr:entreprises|Employeurs potentiels : du stage au premier emploi]]+  * Information Technology, Electronics, Telecommunication: Orange, CGI,...  
 +  * Luxury Industry: Chanel, Guerlain, L'Oréal,... 
 +  * Transportation: Renault,... 
 +For a more complete list of companies, please check the webpage (in French) about [[fr:stages|DDEFi internship]].
  
 After their graduation at Ecole centrale de Marseille, some students have attended one of the following graduate/postgraduate programmes: After their graduation at Ecole centrale de Marseille, some students have attended one of the following graduate/postgraduate programmes:
-  * Mastères spécialisés [[http://www.hec.fr/Grande-Ecole-MS-MSc/|HEC]], [[http://www.essec.edu/en/program/mscs/msc-finance/|ESSEC]], [[http://www.escpeurope.eu/fr/programmes-escp-europe/masters-et-masteres-specialises/finance-audit-performance-et-droit-masteres-specialises-plein-temps-enseignement-superieur-grande-ecole-de-commerce-escp-europe/ms-finance/escp-europe-formation-mastere-finance-enseignement-superieur-grande-ecole-de-commerce-escp-europe/|ESCP]], [[http://masters.em-lyon.com/fr/masteres-specialises-emlyon|EM Lyon]]  +   * Mastères spécialisés [[http://www.hec.fr/Grande-Ecole-MS-MSc/|HEC]], [[http://www.essec.edu/en/program/mscs/msc-finance/|ESSEC]], [[http://www.escpeurope.eu/fr/programmes-escp-europe/masters-et-masteres-specialises/finance-audit-performance-et-droit-masteres-specialises-plein-temps-enseignement-superieur-grande-ecole-de-commerce-escp-europe/ms-finance/escp-europe-formation-mastere-finance-enseignement-superieur-grande-ecole-de-commerce-escp-europe/|ESCP]], [[http://masters.em-lyon.com/fr/masteres-specialises-emlyon|EM Lyon]]  
-  * Mastères spécialisés [[http://www.ensae.fr/ensae/fr/formations-navhorizontale-172/mastre-spcialis-et-cess-navhorizontale-346.html|ENSAE]] (Actuariat, Finance de marché)+  * Mastères spécialisés [[https://www.ensae.fr/formation/masteres-specialises/|ENSAE]] (Actuariat, Finance de marché, Data Science)
   * Mastère spécialisé [[http://www.ifp-school.com/jcms/cle_6277/fr/energie-et-marches|IFP School]]   * Mastère spécialisé [[http://www.ifp-school.com/jcms/cle_6277/fr/energie-et-marches|IFP School]]
   * Mastère spécialisé [[http://www.mines-paristech.fr/Formation/Masteres-Specialises/Presentation/#|Mines de Paris]]   * Mastère spécialisé [[http://www.mines-paristech.fr/Formation/Masteres-Specialises/Presentation/#|Mines de Paris]]
-  * Master [[https://www.ceremade.dauphine.fr/masef/Master_Masef.html|MASEF]], [[http://www.master272.com/php/Accueil.php|IEF]] Université Paris Dauphine +  * [[https://dauphine.psl.eu/formations/masters/mathematiques-et-applications|Master Mathématiques et applications]] Université Paris Dauphine (Paris Sciences et Lettres) : MASEF, ISF, Actuariat 
-  * Master [[http://www.enpc.fr/master-mathematiques-appliquees-la-finance-maf|Mathématiques Appliqées à la Finance]] Ecole Nationale des Ponts et Chaussées et Université Paris-Est Marne-la-Vallée +  * Master [[https://www.ecoledesponts.fr/master-mathematiques-de-la-finance-et-des-donnees-mfd|MFD]] Ecole Nationale des Ponts et Chaussées et Université Gustave Eiffel 
 +  * Mastère spécialisé [[https://www.ecoledesponts.fr/masteres-specialises|Ecole Nationale des Ponts et Chaussées]] M.S. Infrastructure Project Finance
   * Master [[https://masterfinance.math.univ-paris-diderot.fr/|M2MO]] Université Paris Diderot   * Master [[https://masterfinance.math.univ-paris-diderot.fr/|M2MO]] Université Paris Diderot
-  * Master [[http://www.lse.ac.uk/management/programmes/msc/home.aspx|London School of Economics]]+  * Master [[https://www.lse.ac.uk/study-at-lse/Graduate/Available-programmes|London School of Economics]]
   * MBA [[http://www.cdi.fr/fr/?lang=fr|Collège des Ingénieurs]]   * MBA [[http://www.cdi.fr/fr/?lang=fr|Collège des Ingénieurs]]
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