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Program

Home After ENSAIBeing a Data ScientistData Engineering Program

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Courses

First semester courses Second semester courses

Program

Teaching Hours

Class Project Lab Tutorial Total

Credits

Final Year Project

6

0

0.5

Final Year Project

0

4.5

0

1

Total UE

6

UE1 Machine Learning

6

Webmining & NLP

9

9

1.5

Machine-Learning

12

12

2.5

6

6

2

Total UE

6

UE1Bis Machine Learning Complements ID

5

Advanced natural language processing

0

1

Recommander systems

6

6

1

Regularization Methods

0

1

Large-scale Machine-Learning

0

1

Reinforcement learning

12

12

1

Total UE

5

UE2 Application development & DataOps

5

0

2

WEB Developpement

12

12

2

Total UE

5

UE3 Big Data

4

NoSQL Technologies and Cloud

18

18

2.5

9

9

1

Privacy-preserving data publishing

12

12

0.5

Total UE

4

UE4 Systems and Networks

4

Introduction to Unix

9

9

9

9

1

15

15

1.5

Computer Networks and Operating System

15

15

1.5

Total UE

4

First semester total

Program

Teaching Hours

Class Project Lab Tutorial Total

Credits

UE Professional project and internships

30

End-of-Studies Internship

0

25

Total UE

30

Second semester total

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