Course archive

Find your module. Everything filed under it.

Lecture slides, TD and TP sheets and past papers as the school handed them out, next to the summaries and worked solutions students wrote. Pick a year, or search for the module by name.

54

Modules

492

Resources filed

4

Years covered

54 modules

1Y

Foundational Mathematics

Understand the basics of mathematics, including algebra and calculus.

Open the module

1Y

DSA I

DSA I is the first module of the Bachelor of Science in Computer Science program at the ENSIA. It covers the basics of data structures and algorithms, starting from variable and conditional statements to arrays and linked lists.

Open the module

1Y

Digital Systems

Digital Systems covers five essential chapters: Number Systems, Boolean Logic, Combinational Circuits, Sequential Circuits, and Computer Organization.

Open the module

1Y

Information Technology Essentials

The Information Technology module offers a comprehensive exploration of software, hardware, networking, and emerging technologies, providing students with a robust foundation in modern IT practices and innovations.

Open the module

1Y

Critical Problem Solving And Critical Thinking

This module integrates the HBDI (Herrmann Brain Dominance Instrument) and the creative process stages: interest, preparation, incubation, illumination, verification, and application, fostering a holistic approach to cognitive development.

Open the module

1Y

History of Algeria 1 / الوطنية و المواطنة 1

History of Algeria

Open the module

1Y

English

This module is about English language and communication, covering all the topics of the English language, from grammar to vocabulary, and communication skills.

Open the module

1Y

Linear Algebra

Linear Algebra I covers five essential chapter: Vectors, Matrices, Linear Transformations, Eigenvalues and Eigenvectors, and Applications of Linear Algebra.

Open the module

1Y

Object-Oriented Programming

Object-Oriented Programming (OOP) emphasizes the principles of classes, inheritance, polymorphism, and encapsulation to facilitate scalable and maintainable software development practices.

Open the module

1Y

Analysis I

Mathematical Analysis I covers four essential topics: Taylor Series, Primitive and Integration, Improper and Generalised Integration, and Differential Equations.

Open the module

1Y

Statistics & Probability

This module is designed to help students understand the basics of statistics and probability. It covers the following topics: Descriptive Statistics including 1D & 2D Statistics, And Probability Theory.

Open the module

1Y

Linux

Linux involves an in-depth exploration of operating system fundamentals, command-line utilities, shell scripting, system administration, practical application in various computing environments, and regular expressions.

Open the module

2Y

DSA II

Understand and apply data structures, models, and algorithm complexity classes.

Open the module

2Y

Databases

This module covers database design, SQL, normalization, and database management systems.

Open the module

2Y

Mathematical Analysis 2

This module covers topics such as Multivariate Numerical and Vector Functions, Multiple Integrals, Numerical Series, Sequence and series of functions, Integer Series, and Fourier Series.

Open the module

2Y

Mathematical Logic

This module covers the fundamentals of mathematical logic, propositional logic, and formal reasoning.

Open the module

2Y

Probability

This module covers the fundamentals of probability theory, distributions, and statistical concepts.

Open the module

2Y

Web Development

This module covers the basics of Web Development, including concepts like HTML, CSS, and more.

Open the module

2Y

Introduction to Business

This module covers the basics of Introduction to Business, including concepts like business models, marketing, finance, and more.

Open the module

2Y

Introduction to AI

This module covers the basics of Introduction to AI, including concepts like optimization, search, and more.

Open the module

2Y

Theory of Computation

This module covers the basics of Theory of Computation, including concepts like automata, regular expressions, and more.

Open the module

2Y

Operating System

This module covers operating system concepts, process management, memory management, and system programming.

Open the module

2Y

Computer Architecture

This module covers computer organization, digital design, RISC-V architecture, and hardware-software interface.

Open the module

2Y

Statistical Inference

This module covers the basics of Statistical Inference, including concepts like confidence intervals, hypothesis testing, and more.

Open the module

2Y

Mathematical Analysis 3

This module covers topics such as Multivariate Numerical and Vector Functions, Multiple Integrals, Numerical Series, Sequence and series of functions, Integer Series, and Fourier Series.

Open the module

2Y

Electronics

This module covers electronics fundamentals, Arduino programming, and circuit simulation.

Open the module

3Y

Data Mining

Data Mining module covers: Introduction to Data Mining, Data and Feature Engineering, Information Theory, Association Analysis, Clustering, Dimensionality Reduction, Factor Analysis, Feature Selection, Correlation Analysis, Anomaly Detection, and Case Studies.

Open the module

3Y

Operations Research

Begin with linear optimization, covering linear programming, the simplex algorithm, post-optimal analysis, and duality. Move into graph theory, exploring definitions, connectivity, planar graphs, graph coloration, and practical applications.

Open the module

3Y

Stochastic Modelling and Simulation

Learn about discrete and continuous time Markov chains and Poisson processes. Explore stochastic simulation, random number generation, Monte Carlo methods, and stochastic process simulations. Study probabilistic machine learning with Bayesian networks and Hidden Markov Models.

Open the module

3Y

Software Engineering

Cover software processes, agile methodologies, requirements engineering, and system modeling (both behavioral and structural). Learn about architectural design, design and implementation, software testing, integration and delivery, and software maintenance. Explore advanced topics in software engineering.

Open the module

3Y

Networks and Protocols

Cover computer networking basics, digital communication, and the key layers: application, transport, network, data link, MAC, and physical. Learn about SDN, network virtualization, NFV, network management, and data center and wireless networks.

Open the module

3Y

Mobile Development

Begin with an introduction to mobile apps and explore native, web, and hybrid technologies. Understand app design issues, lifecycle, architecture, usability, and design principles. Learn development techniques, frameworks, data persistence, location services, and backend integration. Conclude with testing, publishing, and monetizing apps.

Open the module

3Y

Entrepreneurship and Innovation

Explore various types of innovation and models, develop new products and services, and manage R&D and knowledge. Enhance your creativity, generate business ideas, and understand intellectual property. Delve into innovation and entrepreneurship in the 21st century, with a focus on social and civic entrepreneurship.

Open the module

3Y

Machine Learning

Covering key topics such as linear models for regression and classification, nonlinear regression, decision trees, instance-based learning, support vector machines, ensemble methods, and neural networks. Includes performance analysis and practical case studies.

Open the module

3Y

Numerical Methods and Optimization

Study errors, nonlinear equations, linear systems, interpolation, least squares, and digital integration. Explore one-dimensional and constrained optimization, special cases, and metaheuristics including trajectory and population-based methods.

Open the module

3Y

Time Series Analysis

Dive into time series models, uncovering patterns through spectral analysis and time-frequency representation, and explore the complexities of multivariate time series. In classification, master pattern recognition, feature extraction, and model learning. Enhance your data preprocessing skills and detect anomalies with advanced techniques.

Open the module

3Y

Advanced Databases

Advanced Databases covers five essential areas: Database Performance Tuning and Query Optimization, Distributed Databases, Business Intelligence and Data Warehouses, NoSQL Databases, and Database Administration and Security.

Open the module

3Y

Computer and Network Security

Begin with information security principles, threats, and countermeasures, and the ethics of cybersecurity. Explore cryptography, including classical and modern techniques, cryptanalysis, and key management. Focus on computer security topics such as operating system security, malware, and web security. Finally, cover network security, including network threats, firewalls, intrusion detection, and wireless security.

Open the module

4Y

Natural Language Processing

Covers fundamental concepts like language processing, N-gram models, vector semantics, neural networks, and sequence labeling. It includes annotating language structure with parsing techniques, computational semantics, and applications such as machine translation, question answering, and chatbots, as well as generative AI methods for NLP tasks.

Open the module

4Y

Deep Learning

Covers essential topics including deep neural network training optimization, regularization for generalization improvement, convolutional neural networks (CNNs), recurrent and recursive neural networks (RNNs), deep generative models (e.g., GANs, Autoencoders), and transformers with attention mechanisms for various applications including natural language processing.

Open the module

4Y

Human-Computer Interaction

Explores principles and techniques for designing intuitive and effective interactive systems. Topics include interaction paradigms, human memory in interface design, prototyping, user interfaces, usability evaluation, interactive mobile systems, accessibility, information visualization, and intelligent interactive systems.

Open the module

4Y

Wireless Communication Networks & Systems

Covers foundational aspects like wireless communication, access techniques, antennas, signal propagation, signal processing, coding, modulation, network architecture, mobile and satellite networks, cellular communications (2G to 5G evolution), and wireless local networks (Wi-Fi, Bluetooth, RFID, LoRa, ZigBee).

Open the module

4Y

Mobile Robotics

Covers system architecture, sensing, perception, and control, with ethical considerations. Topics include motion models, sensor types (cameras, lidar), state estimation (Kalman filters, EKF), localization, mapping, navigation, Robot Operating System (ROS), and basic control theory.

Open the module

4Y

AI Ethics

Examines ethical implications of artificial intelligence, including bias and fairness, transparency and explainable AI, privacy and data protection, accountability and responsibility, societal impact, algorithmic decision-making, and regulatory frameworks for AI systems.

Open the module

4Y

Topics in AI

Explores advanced and emerging topics in artificial intelligence, including cutting-edge research areas, novel applications, interdisciplinary approaches, current trends in AI development, and specialized AI techniques across various domains.

Open the module

4Y

Computer Vision

Explores image processing, feature detection and extraction, object recognition and classification, deep learning for vision, convolutional neural networks, image segmentation, 3D vision, video analysis, and applications in autonomous systems and augmented reality.

Open the module

4Y

Big Data Analytics & Visualization

Covers big data processing frameworks, distributed computing, data storage solutions, analytics techniques, visualization tools, real-time data processing, data mining at scale, and technologies like Hadoop, Spark, and NoSQL databases for handling large-scale data.

Open the module

4Y

Reinforcement Learning

Explores Markov decision processes, model-free policy evaluation and control, reinforcement learning with function approximation and Deep RL, policy search techniques, exploration strategies, Offline RL applications, and advanced topics.

Open the module

4Y

Speech Processing

Covers speech signal analysis, speech recognition systems, text-to-speech synthesis, speaker recognition, speech enhancement, phonetics and phonology, hidden Markov models for speech, deep learning approaches to speech processing, and voice user interfaces.

Open the module

4Y

High Performance Computing

Focuses on parallel computing architectures, parallel programming models, distributed computing, GPU computing, cluster computing, performance optimization, parallel algorithms, MPI and OpenMP, and applications in scientific computing and simulation.

Open the module

4Y

Enterprise Computing

Covers enterprise software architecture, distributed systems, enterprise integration patterns, middleware technologies, service-oriented architecture (SOA), microservices, cloud computing, enterprise security, and scalable system design for large organizations.

Open the module

4Y

Academic Communication and Research

Focuses on developing essential skills for academic writing, research methodology, scientific communication, presentation techniques, literature review, citation practices, and effective communication in academic and professional settings.

Open the module

1Y

History of Algeria 2

History of Algeria

Open the module

3Y

Project Managment

This course introduces the fundamental principles and practices of project management. It covers the project lifecycle from initiation to closure, focusing on the roles of the project manager, organizational structures, and teamwork. Students learn how to plan project activities, manage risks, estimate and control budgets, schedule tasks, allocate resources, and monitor project performance.

Open the module