Introduction of the basics of programming in Java EE. The main concepts presented are: Presistence (ORM, notion of datasource), injection of dependencies, EJB, configuration of a container, servlet, REST services, MVC frameworks. Students work on TP for each concept and then they prepare a project.

Langue de l'enseignement

FRANÇAIS / FRENCH

The goal of this course is to study development of mobile applications on the Android operating system. We study the Java-based graphical API to design activities with component layouts, graphical events management, views creation, adapter-based views. We focus on the implementation of services, network communication, sensors handling and multithreading issues.

Langue de l'enseignement

FRANÇAIS / FRENCH

Through the development of a complex application (PMR: management of the Patient's Medical Record) in groups of 6 or 8 students, the Project Management and Communication module of M2 Software makes the students aware of all the difficulties that the engineer will encounter in his work in a company, in the context of developing software projects

• Understanding and formalizing the client's requirements

• Definition of the functional solution and the HMI, division of the solution into several versions

• Component architecture

• Definition of the non-functional objectives

• Identification of the product validation tests

• Definition of the Production and Convergence planning and budget

• Production in distributed architecture

• Convergence of an industrial development, validation of the achievement of the initial objectives.

Langue de l'enseignement

FRANÇAIS / FRENCH

Our English courses are designed to improve your everyday English and help you gain real language skills, which are useful in everyday and professional life. Classes are interactive, challenging and with specific goals that help you move toward your goals. Your teacher gives you structured tasks, tracks your progress, and gives you tips that help you express yourself more easily in English and feel more confident about yourself.

Langue de l'enseignement

FRANÇAIS / FRENCH

This course implements the main concepts of object programming such as encapsulation, inheritance and polymorphism, as well as operator overload, functors, generic programming and error handling with exceptions. The STL library is widely used. The novelties of C ++ 11, C ++ 14 and C + 11 are presented. They cover many modifications that make writing faster and safer code possible: uniform initialization, constructor delegation, generalized constant expressions, lambdas and closures, type inference, '' move semantics '', Rvalues, variadic templates. Meta-programming is also introduced. The theoretical notions of the course are illustrated by numerous examples and their implementation is carried out during practical work.

Langue de l'enseignement

FRANÇAIS / FRENCH

Functional programming progressively moves from being a manly academic subject to being a viable alternative to the long-lived, widespread and well established paradigms used in the industry. This course covers the main concepts of the functional paradigm (functions, referential transparency, typeclasses etc.). It will do so using the Scala programming language which is widely used in the industry, especially within the BigData community. The tools and techniques covered in the course will be hands-on and illustrated with code examples.

Langue de l'enseignement

FRANÇAIS / FRENCH

The lecture introduces distributed programming middlewares and their limitations before introducing the WS-* Web services (also called SOAP services, with WSDL, SOAP and UDDI) and ends with the REST web services. In directed works, we work with Eclipse and Axis Api for WS-* Web Services and with JAX-RS and Jersey for REST Web Services.

Langue de l'enseignement

FRANÇAIS / FRENCH

This course presents the main concepts of cloud computing (IaaS, PaaS, SaaS; public, private and hybrid cloud) and of distributed computation. We will consider the design of algorithms for the MapReduce framework (map, shuffle, reduce) over relational and graph data. Understanding the main abstractions and components of the Apache Spark framework (Spark Core, SparkSQL, GraphX)

Langue de l'enseignement

FRANÇAIS / FRENCH

This course focuses on the data models, query processing approaches, data and processing distribution, fault tolerance and concurrency control methods of the database management systems used in the context of Big data. Systems belonging to the NoSQL and newSQL categories will be studied.

Langue de l'enseignement

FRANÇAIS / FRENCH

This course concerns the knowledge representation branch of artificial intelligence. We will study the main reasoning methods pertaining to logic-based approaches (first order logic and description logics). In the context of the W3C Semantic Web recommandations, you will learn about ontology design; storing, querying and reasoning over knowledge graphs.

Langue de l'enseignement

FRANÇAIS / FRENCH

This course complements the ‘Big data database systems’ and ‘Cloud computing et calcul distribué avec le framework MapReduce’ by considering the main concepts of stream processing: batch vs stream processing, stream processing engine, window-based querying, fault tolerance, impact of pub-sub systems in such architectures. It also covers aspects concerning the automatization of deployment, scalability and containerization of applications presents concepts.

Langue de l'enseignement

FRANÇAIS / FRENCH

This unit of values is an introduction to the concepts, tools and algorithms used in data-science. The main problems of statistical learning are introduced (supervised learning, classification, regression, clustering, dimension reduction) as well as methodologies to control the performance of algorithms (cross validation, leave one out, ...). Different algorithms for dealing with these problems (K-means, CAH, ACP, SVM, Decision Tree, ...) are presented in detail as well as the usual python libraries to implement them. The unit of value is indeed a large place to practice through TP in Python and a project.

Langue de l'enseignement

FRANÇAIS / FRENCH

The internship in a company is a training mode where the student combines the theoretical knowledge gained practical experience in the workplace.

He thus prepares, in a gradual way, to exercise the professional activity for which he is destined.

Langue de l'enseignement

FRANÇAIS / FRENCH