data engineer curriculum

^-A ⁺A

Data Engineer - Data Science Engineer

Curriculum

The training is organized in three semesters (S1, S2, S3) allowing to provide all engineering students of the program with a solid background in scientific and technical tools. At the end of the two semesters S4 and S5, specialization courses representing a main issue for the profession "Data Engineer", are provided. Semester 6 is reserved for a final year project.

Semester	Module Blocks	List of Modules	Module elements
Semester	Module Blocks	List of Modules	Module elements
S1	Basic and specialized scientific and technical modules	Mathematics for data sciences	Algebra
		Mathematics for data sciences	Probability and statistics
		Telecommunication basics	Introduction to signal processing
		Telecommunication basics	Introduction to information theory
		The engineer and their societal environment	Project management
		The engineer and their societal environment	Role and ethics of the engineer
		Algorithms and programming I	Algorithms and C programming
		Algorithms and programming I	Object oriented programming (Java)
		Systems and Networks I	Introduction to operating systems
		Systems and Networks I	Computer networks
		Electronics	Analogue and digital Electronics
		Electronics	Computer and microcontrollers architecture
		Optimization tools	Numerical analysis and optimization
		Optimization tools	Operational research
	Language, Communication and ICT modules.	Languages and Communication	English Studies
	Language, Communication and ICT modules.	Languages and Communication	Expression and communication techniques
S2	Basic and specialized scientific and technical modules	Modeling and Statistics	Applied Statistics
			Stochastic Modeling
			S2 MS3: Data Analysis
		Fundamental computer science	Design and analysis of algorithms
			Language theory and compilation
			Theoretical computer science
		Systems Adminnistration	Operating systems engineering
		Systems Adminnistration	System Administration (Unix and Windows)
		Networks & Telecoms	Introduction to Telecommunications Networks
		Networks & Telecoms	Corporate networks
		Databases	Unstructured databases
		Databases	Relational Databases
	Management modules	Corporate finance	Financial accounting
	Management modules	Corporate finance	Financial diagnosis of the company
	Language, Communication and ICT modules.	Languages and Communication	English
		Languages and Communication	Expression and communication techniques
		Project	Mini-project expression and communication techniques: Business ventures in IT
		Project	Mini-Project : INE1 Software Development / Systems Design
S3	Basic and specialized scientific and technical modules	Analysis and Design of Software Systems	Object-oriented analysis and design
			Software development process
			WEB / J2EE programming
		Advanced programming	Parallelism and Distributed Algorithms
		Advanced programming	Client-server Programming
		Virtualization, Cloud and Distributed Architecture	Virtualization
		Virtualization, Cloud and Distributed Architecture	Cloud Computing (PaaS, SaaS, IAAS) and Distributed Architecture
		Foundations of Big Data	Introduction to Big Data
		Foundations of Big Data	Introduction to NoSQL Databases
		TCP / IP Networks and Security	TCP/IP protocols
			Basics of security
			Security Systems and Networks
		Multivariate Statistical Models	Regression models
		Multivariate Statistical Models	Time series
	Management Modules	Management Techniques	project Management
	Management Modules	Management Techniques	Risk Management
	Language, Communication and ICT modules.	Languages and Communication	English
	Language, Communication and ICT modules.	Languages and Communication	Expression and communication techniques
S4	Basic and specialized scientific and technical modules	Advanced Algorithms and Intelligent Systems	Logic Programming and Expert Systems
		Advanced Algorithms and Intelligent Systems	Machine Learning
		Advanced Algorithms and Advanced Learning	Algorithmic Puzzles Challenge
		Advanced Algorithms and Advanced Learning	Advanced Learning
		Decision Systems	Data mining
			Text Mining (app. Social media Media, and open data Analytics)
			Data warehouse & Implementation of a decision system
		Embedded, Geographic, IOT and Real Time Systems	Real time systems engineering
			Real-time P2P communication
			Geographic Information System and Spatial Databases
		Management of Projects and IT Services	IT project Management
			IT service management

	Management Modules	Marketing and usages 2.0	Traditional marketing
	Management Modules	Marketing and usages 2.0	Digital Marketing
	Language, Communication and ICT modules.	Languages and Communication	English
		Languages and Communication	Expression and communication techniques
		Project (Research & Development)	Mini-Project Development - Integration / Systems Design
		Project (Research & Development)	Mini-Project Bibliography - Research Initiation
S5	Basic and specialized scientific and technical modules	Big Data and Advanced NoSQL	Advanced NoSQL databases
		Big Data and Advanced NoSQL	Advanced Big Data
		Advanced Secure Mobile and Web Development	Cross platform mobile development and security
		Advanced Secure Mobile and Web Development	Development and security of modern web applications
		GRSSI	Governance of IT systems
		GRSSI	IT security standards
		Digital transformation and customer relationship	TDRC 1
			CRM
			TDGRC 2 Digitalization of the customer relationship
		Information System Security Management	Risk Analysis and Management (EBIOS)
		Information System Security Management	Security audit
		Cycle of conferences and seminars	challenge / camp for data sciences
			Management of Data Centers / Clusters
			Knowledge Representation and Ontologies
	Management modules	Protection of personal data and intellectual property rights	Cyber Law
	Management modules		Intellectual property law
	Language, Communication and ICT modules.	Languages and Communication	English
	Language, Communication and ICT modules.	Languages and Communication	Expression and communication techniques
S6	Final year project

Return

News

18/06

Parallel admission contest 2021 : Online registration

Within the constraints of available places, the National Institute of Posts and Telecommunications organizes the access examinations to the 1st and 2nd Year of the State Engineers Cycle for 2021-2022 academic year. For more information about criteria of pre selection and application form, download the notice: 1st Year 2nd Year Registration Previous tests: 1st Year 2nd Year ...

25/01

Call for applications for the positions of responsibility at INPT

A call for applications is open for the positions of responsibility at INPT : - General Secretary - Deputy Director of Continuing Education - Head of Continuing Education Marketing - Head of Internship and Business Relations - Head of General Affairs Opening decision Results ...

02/11

Erasmus+ KA107 : Laboratory internships

The University of Cantabria in Spain is calling for applications for a laboratory internship (Telecommunications) for a student engineer or a PhD student from the INPT. This traineeship will start in February 2021 and will be lasting from 3 to 5 months. The link below contains all the requirements, selection procedure as well as the documents to be supplied: Call for Applications Applications must reach the INPT’s International Relations office no later than November 5th, 2020. No incomplete file will be accepted. ...

Subscribe to our newsletter