DATA SCIENCE GOAL - STATISTICAL EXPLORATION AND MODELLING

Contact
Diploma
BAC+3
Input level
BAC
Duration
3 years
Graduate
Yes
Locations
Jean-Henri Fabre Campus - IUT
Study plan
Initial, Continuous
Internship
Yes
Cost of training
initial training
continuing education (employees, jobseekers, self-employed)
Sector
Contact
Success rate
Satisfaction rate

Presentation

Click here to visit the SD course page on the IUT website

Domain: University Institute of Technology

Description : The IUT d'Avignon Université is located on the Jean-Henri Fabre campus and has been welcoming 550 students in a functional structure with a human dimension for 30 years. Its location in the centre of the Agroparc Technopole helps students to succeed in their careers and contributes to the regional economy. The IUT comprises 4 departments and awards 4 university technology bachelor's degrees (BUT), offered as 3rd year apprenticeships, and 2 university diplomas (DU).
The university bachelor of technology is a 3-year course that confers the degree of licence on its holders. It is aligned with international standards and facilitates exchanges with foreign universities.

Director : Christine Dransart

Teaching and laboratory team

Click here to visit the SD course page on the IUT website

Head of department : Delphine BLANKE

Head of research: Antoine USSEGLIO-CARLEVE

In charge of internships: Eric SANJUAN

School: Florence IEOLA
General diagram of the domain Curriculum diagram RNCP skills correlation table Outline of the course

Admission

Admission requirements

Click here to apply for this course on the IUT website

Registration procedure

Courses and levels

GOAL1 DATA SCIENCE

Manager: Delphine Blanke Voir le courriel

Manager: Delphine Blanke Voir le courriel

Presentation of the course : Click here to visit the SD course page on the IUT website

The unprecedented accumulation of information and the resulting needs now place Data Science (DS) at the heart of the challenges facing the contemporary world. The SD GOAL trains middle managers capable of supporting decision-making through data management activities, statistical analysis and programming, reporting and synthesis.

Our graduates master the various stages of the data analyst and statistician approach, with skills in both data management and statistical analysis,
Data Cleaning) and their statistical exploitation. They are able to participate in the implementation and operation of decision-making information systems, to process and model data and facilitate decision support.

On completion of the course, students obtain their Bachelor's degree and can enter the world of work or continue their studies.

As the DUT is always awarded after the second year of the BUT, students can also apply for L3 (MIASHS, MIAGE, etc.) or engineering schools (ENSAI, INSA, Polytech, etc.).
Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
I-U05-2404 UE11: PROCESSING 1 Hourly volume : 110h00 Coefficients : 10.00 Credits : 10.00
I-E05-3561 RELATIONAL DATABASES 1 Hourly volume : 28h30 Coefficients : 2.00 Credits :
I-E05-3502 SPREADSHEETS AND REPORTING Hourly volume : 19h30 Coefficients : 1.00 Credits :
I-E05-3562 PERSONAL AND PROFESSIONAL PROJECT 1 Hourly volume : 03h00 Coefficients : 0.50 Credits :
I-E05-3504 PROGRAMMING BASICS Hourly volume : 30h00 Coefficients : 2.00 Credits :
I-E05-3563 HOME INFO Hourly volume : 12h00 Coefficients : 0.50 Credits :
I-E05-3564 SAE REPORTING USING DATA STORED IN A GBD SYSTEM Hourly volume : 07h30 Coefficients : 2.00 Credits :
I-E05-3565 SAE WRITING AND READING DATA Hourly volume : 06h00 Coefficients : 2.00 Credits :
I-E05-3566 SAE PORTFOLIO APPROACH Hourly volume : 03h30 Coefficients : Credits :
T-E12-3501 DISCIPLINARY SUPPORT Hourly volume : Coefficients : Credits :
I-U05-2405 UE12: ANALYSE 1 Hourly volume : 146h00 Coefficients : 10.00 Credits : 10.00
I-E05-3510 DESCRIPTIVE STATISTICS 1 Hourly volume : 51h00 Coefficients : 2.00 Credits :
I-E05-3511 PROBABILITY 1 Hourly volume : 31h30 Coefficients : 1.50 Credits :
I-E05-3567 MATHEMATICS - ANALYSIS Hourly volume : 31h30 Coefficients : 1.50 Credits :
I-E05-3568 MATHS HOME Hourly volume : 12h00 Coefficients : 0.50 Credits :
I-E05-3569 SAE PREPARATION AND SYNTHESIS OF A DATA TABLE Hourly volume : 13h30 Coefficients : 4.00 Credits :
I-U05-2406 UE13: ADDING VALUE 1 Hourly volume : 166h40 Coefficients : 10.00 Credits : 10.00
I-E05-3571 INFORMATION COMMUNICATION AND DOCUMENTARY RESEARCH Hourly volume : 25h30 Coefficients : 1.50 Credits :
I-E05-3516 INTRODUCTION TO ENGLISH SPECIALITY Hourly volume : 24h00 Coefficients : 1.50 Credits :
I-E05-3518 DISCOVERING BUSINESS AND ECONOMIC DATA Hourly volume : 49h30 Coefficients : 2.00 Credits :
I-E05-3572 HOME MATHS ECO Hourly volume : 12h00 Coefficients : 0.25 Credits :
I-E05-3573 HOME PROJECT MANAGEMENT Hourly volume : 12h00 Coefficients : 0.25 Credits :
I-E05-3574 SAE LEARNING TO PRODUCE DATA IN REAL-LIFE SITUATIONS Hourly volume : 06h00 Coefficients : 1.00 Credits :
I-E05-3575 SAE PRESENTATION OF AN AREA IN ENGLISH Hourly volume : 06h00 Coefficients : 1.00 Credits :
I-E05-3576 SAE IMPLEMENTATION OF A SURVEY Hourly volume : 25h00 Coefficients : 2.00 Credits :

Manager: Delphine Blanke Voir le courriel

Presentation of the course : Click here to visit the SD course page on the IUT website

The unprecedented accumulation of information and the resulting needs now place Data Science (DS) at the heart of the challenges facing the contemporary world. The SD GOAL trains middle managers capable of supporting decision-making through data management activities, statistical analysis and programming, reporting and synthesis.

Our graduates master the various stages of the data analyst and statistician approach, with skills in both data management and statistical analysis,
Data Cleaning) and their statistical exploitation. They are able to participate in the implementation and operation of decision-making information systems, to process and model data and facilitate decision support.

On completion of the course, students obtain their Bachelor's degree and can enter the world of work or continue their studies.

As the DUT is always awarded after the second year of the BUT, students can also apply for L3 (MIASHS, MIAGE, etc.) or engineering schools (ENSAI, INSA, Polytech, etc.).
Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
I-U05-2414 UE21: PROCESSING 1 Hourly volume : 149h30 Coefficients : 10.00 Credits : 10.00
I-E05-3581 REPORTING AND DATAVISUALISATION Hourly volume : 18h00 Coefficients : 1.50 Credits :
I-E05-3531 RELATIONAL DATABASES 2 Hourly volume : 28h30 Coefficients : 1.50 Credits :
I-E05-3582 PROGRAMMING BASICS 2 Hourly volume : 30h00 Coefficients : 1.50 Credits :
I-E05-3533 STATISTICAL PROGRAMMING Hourly volume : 30h00 Coefficients : 1.00 Credits :
I-E05-3535 PERSONAL AND PROFESSIONAL PROJECT 2 Hourly volume : 05h00 Coefficients : 0.50 Credits :
I-E05-3536 SAE DATABASE DESIGN AND IMPLEMENTATION Hourly volume : 17h00 Coefficients : 1.50 Credits :
I-E05-3537 SAE DATA ANALYSIS, REPORTING AND VISUALIZATION Hourly volume : 21h00 Coefficients : 2.00 Credits :
I-E05-3538 SAE PORTFOLIO APPROACH Hourly volume : 04h00 Coefficients : 0.50 Credits :
T-E12-3502 DISCIPLINARY SUPPORT Hourly volume : Coefficients : Credits :
I-U05-2415 UE22: ANALYSE 1 Hourly volume : 131h00 Coefficients : 10.00 Credits : 10.00
I-E05-3539 DESCRIPTIVE STATISTICS 2 Hourly volume : 09h00 Coefficients : 1.00 Credits :
I-E05-3540 INFERENTIAL STATISTICS Hourly volume : 30h00 Coefficients : 1.50 Credits :
I-E05-3541 PROBABILITY 2 Hourly volume : 28h30 Coefficients : 1.00 Credits :
I-E05-3583 BASICS OF ALGEBRA Hourly volume : 19h30 Coefficients : 1.50 Credits :
I-E05-3543 SAE ESTIMATION BY SAMPLING Hourly volume : 09h00 Coefficients : 1.00 Credits :
I-E05-3544 SAE REGRESSION ON REAL DATA Hourly volume : 09h00 Coefficients : 1.00 Credits :
I-E05-3546 MORE IN-DEPTH STUDY OF SPECIALIST ENGLISH Hourly volume : 30h00 Coefficients : 1.50 Credits :
I-U05-2416 UE23: ADDING VALUE 1 Hourly volume : 135h30 Coefficients : 10.00 Credits : 10.00
I-E05-3547 COMMUNICATION AND SEMIOLOGY Hourly volume : 27h00 Coefficients : 1.50 Credits :
I-E05-3585 STUDY OF BUSINESS AND ECONOMIC DATA Hourly volume : 49h30 Coefficients : 2.00 Credits :
I-E05-3549 SAE DATAVISUALISATION Hourly volume : 01h30 Coefficients : 1.00 Credits :
I-E05-3550 SAE CONSTRUCTION AND PRES. OF PERFORMANCE INDICATORS Hourly volume : 01h30 Coefficients : 1.00 Credits :

BUT2 DATA SCIENCE

Manager: Delphine Blanke Voir le courriel

Manager: Delphine Blanke Voir le courriel

Presentation of the course : Click here to visit the SD course page on the IUT website

The unprecedented accumulation of information and the resulting needs now place Data Science (DS) at the heart of the challenges facing the contemporary world. The SD GOAL trains middle managers capable of supporting decision-making through data management activities, statistical analysis and programming, reporting and synthesis.

Our graduates master the various stages of the data analyst and statistician approach, with skills in both data management and statistical analysis,
Data Cleaning) and their statistical exploitation. They are able to participate in the implementation and operation of decision-making information systems, to process and model data and facilitate decision support.

On completion of the course, students obtain their Bachelor's degree and can enter the world of work or continue their studies.

As the DUT is always awarded after the second year of the BUT, students can also apply for L3 (MIASHS, MIAGE, etc.) or engineering schools (ENSAI, INSA, Polytech, etc.).
Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
I-U05-2421 UE31: PROCESSING 2 Hourly volume : 117h00 Coefficients : 7.50 Credits : 7.50
I-E05-3591 ADVANCED USE OF REPORTING TOOLS Hourly volume : 28h30 Coefficients : 1.00 Credits :
I-E05-3592 DECISION-MAKING INFORMATION SYSTEMS Hourly volume : 19h30 Coefficients : 1.00 Credits :
I-E05-3593 WEB TECHNOLOGIES Hourly volume : 15h00 Coefficients : 1.00 Credits :
I-E05-3594 AUTOMATED STATISTICAL PROGRAMMING Hourly volume : 22h30 Coefficients : 1.00 Credits :
I-E05-3595 PERSONAL AND PROFESSIONAL PROJECT 3 Hourly volume : 03h00 Coefficients : 0.50 Credits :
I-E05-3600 COLLECTION/ANALYSIS BY SAMPLING OR EXPERIMENTAL DESIGN Hourly volume : 07h30 Coefficients : 1.00 Credits :
I-E05-3597 SAE DATA INTEGRATION IN A DATAWAREHOUSE Hourly volume : 12h00 Coefficients : 1.50 Credits :
I-E05-3598 SAE IMPLEMENTATION OF THE RGPD Hourly volume : 06h00 Coefficients : 0.50 Credits :
I-E05-3599 SAE PORTFOLIO 3 Hourly volume : 03h00 Coefficients : Credits :
I-U05-2422 UE32: ANALYSE 2 Hourly volume : 100h30 Coefficients : 7.50 Credits : 7.50
I-E05-3601 LINEAR ALGEBRA Hourly volume : 21h00 Coefficients : 1.50 Credits :
I-E05-3602 HYPOTHESIS TESTING FOR BIVARIATE ANALYSIS Hourly volume : 30h00 Coefficients : 2.00 Credits :
I-E05-3604 COMPLEMENTS IN MATHEMATICS Hourly volume : 15h00 Coefficients : 1.00 Credits :
I-E05-3603 SAE DESCRIPTION AND PREDICTION OF TEMPORAL DATA Hourly volume : 15h00 Coefficients : 1.00 Credits :
T-E12-3503 DISCIPLINARY SUPPORT Hourly volume : Coefficients : Credits :
I-U05-2423 UE33: ADDING VALUE 2 Hourly volume : 154h30 Coefficients : 8.50 Credits : 8.50
I-E05-3605 PROFESSIONAL ENGLISH Hourly volume : 34h30 Coefficients : 1.50 Credits :
I-E05-3606 ORGANISATIONAL AND PROFESSIONAL COMMUNICATION Hourly volume : 28h30 Coefficients : 1.50 Credits :
I-E05-3607 BUSINESS AND ECONOMIC DATA FOR DECISION SUPPORT Hourly volume : 45h00 Coefficients : 2.00 Credits :
I-U05-2424 UE34: MODELLING 1 Hourly volume : 54h00 Coefficients : 6.50 Credits : 6.50
I-E05-3613 SURVEY TECHNIQUES AND METHODOLOGY Hourly volume : 24h00 Coefficients : 2.00 Credits :
I-E05-3614 MORE ON TESTS Hourly volume : 15h00 Coefficients : 1.00 Credits :
I-E05-3615 SAE REGULATORY COMPLIANCE FOR DATA ANALYSIS Hourly volume : 01h30 Coefficients : 0.50 Credits :

Manager: Delphine Blanke Voir le courriel

Presentation of the course : Click here to visit the SD course page on the IUT website

The unprecedented accumulation of information and the resulting needs now place Data Science (DS) at the heart of the challenges facing the contemporary world. The SD GOAL trains middle managers capable of supporting decision-making through data management activities, statistical analysis and programming, reporting and synthesis.

Our graduates master the various stages of the data analyst and statistician approach, with skills in both data management and statistical analysis,
Data Cleaning) and their statistical exploitation. They are able to participate in the implementation and operation of decision-making information systems, to process and model data and facilitate decision support.

On completion of the course, students obtain their Bachelor's degree and can enter the world of work or continue their studies.

As the DUT is always awarded after the second year of the BUT, students can also apply for L3 (MIASHS, MIAGE, etc.) or engineering schools (ENSAI, INSA, Polytech, etc.).
Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
I-U05-2431 UE41: PROCESSING 2 Hourly volume : Coefficients : 6.00 Credits : 6.00
I-E05-3621 AUTOMATION AND TESTING IN PROGRAMMING Hourly volume : 16h30 Coefficients : 2.50 Credits :
I-E05-3622 PERSONAL AND PROFESSIONAL PROJECT 4 Hourly volume : 02h00 Coefficients : 0.50 Credits :
I-E05-3626 SAE REPORTING OF A MULTIVARIATE ANALYSIS Hourly volume : 17h30 Coefficients : 1.00 Credits :
I-E05-3627 STAGE 1 Hourly volume : Coefficients : 1.50 Credits :
I-E05-3628 SAE PORTFOLIO 4 Hourly volume : 01h30 Coefficients : 0.50 Credits :
I-U05-2432 UE42 : ANALYSE 2 Hourly volume : Coefficients : 9.00 Credits : 9.00
I-E05-3629 FACTORIAL METHODS Hourly volume : 25h30 Coefficients : 1.50 Credits :
I-E05-3630 AUTOMATIC CLASSIFICATION Hourly volume : 15h00 Coefficients : 1.50 Credits :
I-E05-3631 INTRODUCTION TO MULTIPLE REGRESSION Hourly volume : 21h00 Coefficients : 1.00 Credits :
I-E05-3632 SAE EXPLAIN/PREDICATE A VAR. QUANTI. WITH FACTORS Hourly volume : 07h30 Coefficients : 1.50 Credits :
I-U05-2433 UE43: ADDING VALUE 2 Hourly volume : Coefficients : 8.50 Credits : 8.50
I-E05-3633 SCIENTIFIC ENGLISH AND ARGUMENTATION Hourly volume : 15h00 Coefficients : 1.25 Credits :
I-E05-3634 SCIENTIFIC COMMUNICATION AND ARGUMENTATION Hourly volume : 15h00 Coefficients : 1.25 Credits :
I-E05-3635 EXPLORING/VALUING DATA IN LAW AND ECONOMICS Hourly volume : 27h00 Coefficients : 2.00 Credits :
I-U05-2434 UE44: MODELLING 1 Hourly volume : Coefficients : 6.50 Credits : 6.50
I-E05-3636 LINEAR MODEL Hourly volume : 22h30 Coefficients : 2.50 Credits :

BUT3 DATA SCIENCE

Manager: Delphine Blanke Voir le courriel

Manager: Delphine Blanke Voir le courriel

Presentation of the course : Click here to visit the SD course page on the IUT website

The unprecedented accumulation of information and the resulting needs now place Data Science (DS) at the heart of the challenges facing the contemporary world.
The SD GOAL trains middle managers capable of supporting decision-making through data management activities, statistical analysis and programming, reporting and summarising.

Our graduates master the various stages of the data analyst's and statistician's approach, with skills in both data management and data analysis.
Cleaning) and their statistical exploitation. They are able to participate in the implementation and operation of decision-making information systems, to process and model data and facilitate decision support.

On completion of the course, students obtain their Bachelor's degree and can enter the world of work or continue their studies.

As the DUT is always awarded after the second year of the BUT, students can also apply for L3 (MIASHS, MIAGE, etc.) or engineering schools on the basis of their academic record.
(ENSAI, INSA, Polytech, etc.).
Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
I-U05-8101 UE 51 TREAT 3 Hourly volume : 70h30 Coefficients : 7.00 Credits : 7.00
I-E05-6301 NOSQL DATABASES Hourly volume : 30h00 Coefficients : 2.50 Credits :
I-E05-6302 FIELDS OF APPLICATION 1 Hourly volume : 19h30 Coefficients : 1.00 Credits :
I-E05-6303 PERSONAL AND PROFESSIONAL PROJECT 5 Hourly volume : 03h00 Coefficients : 0.50 Credits :
I-E05-6304 SAE CARRYING OUT A STATISTICAL STUDY IN A FIELD OF APPLICATION Hourly volume : 07h30 Coefficients : 2.00 Credits :
I-E05-6305 SAE DATA MIGRATION TO OR FROM A NOSQL ENVIRONMENT Hourly volume : 10h00 Coefficients : 1.00 Credits :
I-E05-6306 SAE PORTFOLIO 5 Hourly volume : 01h30 Coefficients : Credits :
I-U05-8102 UE 52 ANALYSE 3 Hourly volume : 70h30 Coefficients : 7.00 Credits : 7.00
I-E05-6307 DATA MINING Hourly volume : 30h00 Coefficients : 2.50 Credits :
I-E05-6308 SAE IMPLEMENTATION OF A DATAMINING PROCESS Hourly volume : 09h00 Coefficients : 1.00 Credits :
I-U05-8103 UNIT 53 VALUE ENHANCEMENT 3 Hourly volume : 76h30 Coefficients : 8.50 Credits : 8.50
I-E05-6309 ENGLISH FOR INTER. AND INTERNATIONAL DATA ISSUES Hourly volume : 15h00 Coefficients : 1.50 Credits :
I-E05-6310 DATA COMMUNICATION, ETHICS AND RESPONSIBILITY Hourly volume : 15h00 Coefficients : 1.50 Credits :
I-U05-8104 UNIT 54 MODELLING 2 Hourly volume : 76h30 Coefficients : 7.50 Credits : 7.50
I-E05-6311 ADVANCED STATISTICAL MODELLING Hourly volume : 30h00 Coefficients : 2.50 Credits :
I-E05-6312 ADVANCED STATISTICAL MODELLING 2 Hourly volume : 30h00 Coefficients : 2.50 Credits :

Manager: Delphine Blanke Voir le courriel

Presentation of the course : Click here to visit the SD course page on the IUT website

The unprecedented accumulation of information and the resulting needs now place Data Science (DS) at the heart of the challenges facing the contemporary world.
The SD GOAL trains middle managers capable of supporting decision-making through data management activities, statistical analysis and programming, reporting and summarising.

Our graduates master the various stages of the data analyst's and statistician's approach, with skills in both data management and data analysis.
Cleaning) and their statistical exploitation. They are able to participate in the implementation and operation of decision-making information systems, to process and model data and facilitate decision support.

On completion of the course, students obtain their Bachelor's degree and can enter the world of work or continue their studies.

As the DUT is always awarded after the second year of the BUT, students can also apply for L3 (MIASHS, MIAGE, etc.) or engineering schools on the basis of their academic record.
(ENSAI, INSA, Polytech, etc.).
Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
I-U05-8106 UE 61 TREAT 3 Hourly volume : 43h30 Coefficients : 7.50 Credits : 7.50
I-E05-6321 BIG DATA: ISSUES, STORAGE AND EXTRACTION Hourly volume : 21h00 Coefficients : 2.00 Credits :
I-E05-6322 FIELDS OF APPLICATION 2 Hourly volume : 12h00 Coefficients : 1.00 Credits :
I-E05-6324 STAGE 2 Hourly volume : Coefficients : 2.50 Credits :
I-E05-6323 SAE STATISTICAL MODELLING FOR DATA Hourly volume : 09h00 Coefficients : 1.00 Credits :
I-E05-6325 SAE PORTFOLIO 6 Hourly volume : 01h30 Coefficients : 1.00 Credits :
I-U05-8107 UE 62 ANALYSE 3 Hourly volume : 42h00 Coefficients : 7.50 Credits : 7.50
I-E05-6326 STATISTICAL METHODS FOR BIG DATA Hourly volume : 21h00 Coefficients : 2.00 Credits :
I-U05-8108 UE 63 VALORISE 3 Hourly volume : 39h00 Coefficients : 7.50 Credits : 7.50
I-E05-6327 ENGLISH FOR BUSINESS COMMUNICATION Hourly volume : 10h30 Coefficients : 1.00 Credits :
I-E05-6328 MANAGEMENT COMMUNICATION Hourly volume : 10h30 Coefficients : 1.00 Credits :
I-U05-8109 UNIT 64 MODELLING 2 Hourly volume : 49h30 Coefficients : 7.50 Credits : 7.50
I-E05-6329 STATISTICAL LEARNING FOR LIA Hourly volume : 30h00 Coefficients : 3.00 Credits :

Job opportunities

Click here to visit the SD course page on the IUT website

On completion of their training, graduates will be able to :

- Processing data for decision-making purposes
- Statistical analysis of data
- Enhancing the value of a production in a professional context
- Modelling data within a statistical framework / Developing a decision-making tool

The professions targeted are :

- Statistical researcher
- Analysis and Reporting Officer
- Statistical developer
- Business intelligence developer
- Data Manager
- Data analyst / Data scientist
- Marketing research manager
- Business intelligence project manager
- Big Data Developer or Analyst

Business intelligence is used in a wide variety of sectors: finance, banking, insurance, pharmaceuticals, commerce, marketing, distribution, surveys and polls, research and services, IT, transport, etc. Graduate careers : Click here to visit the SD course page on the IUT website

On completion of the course, students obtain their Bachelor's degree and can enter the world of work or continue their studies.

As the DUT is always awarded after the second year of the BUT, students can also apply for L3 (MIASHS, MIAGE, etc.) or engineering schools (ENSAI, INSA, Polytech, etc.).

Find out more

Administrative registration and re-registration calendar
Download the syllabus

Contact

Practical information
University Institute of Technology

Site Agroparc - BP 61207

337 CHEMIN DES MEINAJARIES

84911 AVIGNON CEDEX 9

Tel: 04 90 84 38 24
write an email

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