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Program

Home Course ProgramsMaster for Smart Data Science Program

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Courses

First semester courses Second semester courses

Program

Teaching hours

Class Project Lab Tutorial Total

Credits

UE-MSD01 : Machine Learning

7

18

18

1.5

Dimension Reduction and Matrix Completion

18

18

2

Machine Learning for Data Science

30

30

3.5

Total UE

7

UE-MSD02 : Models for Dependent Data

5

Machine Learning for Time Series

18

18

2

High-Dimensional Time Series

24

24

3

Total UE

5

UE-MSD03 : Statistics for New Data

5

Machine Learning for Natural Language Processing (NLP)

18

18

2

Functional Data Analysis

24

24

3

Total UE

5

UE-MSD04 : Advanced Tools for Data Analysis & Computing

3

Parallel Computing with R and Python

18

18

2

Data Visualization

15

15

1

Total UE

3

UE-MSD05 : IT Tools

5

IT Tools 1 (Hadoop and Cloud Computing)

18

18

2

IT Tools 2 (NoSQL, Big Data Processing with Spark)

24

24

3

Total UE

5

UE-MSD06 : Case Studies and Project

5

Topics, Case Studies, Conferences

36

36

2.5

Smart Data Project or Research Project

24

24

2.5

Total UE

5

First semester total

Program

Teaching hours

Class Project Lab Tutorial Total

Credits

UE-MSD07 : Internship

30

End-of-Studies Internship

0

30

Total UE

30

Second semester total

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35172 Bruz – FRANCE
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