Curriculum: M.Sc. in Electrical Engineering – Information Processing and Data Specialization (2026 - 2027)
| S | No. | Course Name | Lecturer | L | E | Lb | H | A | C |
|---|---|---|---|---|---|---|---|---|---|
| Compulsory Courses (if 83420 / 83707 were taken in the B.Sc., the credits must be made up from the other groups) | |||||||||
| 2 | 83420* | Statistical Analysis of Data | Dr. Bustin Ronit | 3 | 1 | 4 | 2 | 4 | |
| 1/2 | 83707* | Introduction to Deep Learning | Prof. Goldberger Jacob, Dr. Tirer Tom | 2 | 1 | 3 | 1.5 | 3 | |
| Yearly | 83801 | Project | Advisor | 4 | 4 | 8 | |||
| Yearly | 83810 | M.Sc. Departmental Colloquium (register only in the year in which the assignment is completed) | Prof. Popovtzer Rachela | 1 | 1 | 1 | 2 | ||
| Yearly | 833001 | Masters Thesis | Advisor | 8 | 0 | ||||
| Foundation Courses (choose one, with the advisor's approval. If a course from this list was taken in the B.Sc., the credits must be made up from the other groups) | |||||||||
| 2 | 83803 | Functional Analysis | Prof. Lerner Andrei | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83804 | Advanced Algebra | Dr. Bitan Rony | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83879 | Optimization | Dr. Tirer Tom | 3 | 1.5 | 3 | |||
| Core Courses (up to three courses from this list, with the advisor's approval; minimum 5 credits from this list. A course already taken in the B.Sc. may not be chosen) | |||||||||
| 1 | 83374* | Natural Language Processing with Deep Learning Techniques | Dr. Kolman Eyal | 3 | 3 | 1.5 | 3 | ||
| 1 | 83620* | Information Theory | Prof. Somekh-Baruch Anelia | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83624* | Digital Signal Processing II | Prof. Gannot Sharon | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83806 | Random Processes | Prof. Somekh-Baruch Anelia | 3 | 3 | 1.5 | 3 | ||
| 2 | 83841 | Statistical Machine Learning (not offered in 2026-27) | Prof. Goldberger Jacob | 2 | 2 | 1 | 2 | ||
| Elective Courses (at least three courses. A course already taken in the B.Sc. may not be chosen) | |||||||||
| 1 | 83155* | Introduction to Computer Vision with Deep Learning Methods | Dr. Simanovsky Alexandra | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83414* | Biological Data Science | Dr. Levy Or | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83453* | Distributed Computing | Prof. Gelles Ran | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83455* | Computer Networks and Internet I | Mr. Shafir Haim | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83510* | Dynamic and Discrete Models in Performance Research (not offered in 2026-27) | Dr. Halman Nir | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83530* | Search in Artificial Intelligence | Dr. Atzmon Dor | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83532* | Machine Learning with Graphs | Dr. Gavrielov Somin Shahar | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83563* | Introduction to Artificial Intelligence | Dr. Atzmon Dor | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83572* | Speech Signal Processing: from Modelling to Deep Learning | Prof. Gannot Sharon | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83577* | Practical Generative AI for Visual and Signal Data | Dr. Apartsin Alexander | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83578* | Large Language Models and their Applications | Dr. Apartsin Alexander | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83600* | Numerical Linear Algebra (not offered in 2026-27) | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 1 | 83618* | Digital Communications II | Prof. Bergel Itsik | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83623* | Mathematical Modelling and Analysis of Networks (not offered in 2026-27) | Prof. Leshem Amir | 2 | 2 | 1 | 2 | ||
| 2 | 83629* | Digital Image Processing | Dr. Apartsin Alexander | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83635* | Reinforcement Learning | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 2 | 83641* | Shape Optimization and Understanding (not offered in 2026-27) | 2 | 1 | 3 | 1.5 | 3 | ||
| 1 | 83643* | Machine Learning Theory | Prof. Sheffet Or | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83652* | Graph Theory and its Applications (not offered in 2026-27) | Prof. Wimer Shmuel | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83656* | Digital Geometry Processing | Prof. Weber Ofir | 2 | 1 | 1 | 4 | 1.75 | 3.5 |
| 2 | 83674* | Quantum Machine Learning | Ms. Antin Noga | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83676* | Data Mining | Dr. Gavrielov Somin Shahar | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83684* | Advanced Quantum Information (not offered in 2026-27) | Dr. Makmal Adi | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83685* | Cryptographic Protocols and Communication Security | Dr. Weiss Mor | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83692* | Social Networks (not offered in 2026-27) | Prof. Lotker Zvi | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83695* | Neural Networks | Dr. Erez Yaara, Dr. Lindenbaum Ofir | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83697* | Cloud Cryptography: Secure Data Outsourcing (EN) | Dr. Weiss Mor | 2 | 2 | 1 | 2 | ||
| 2 | 83698 | Introduction to Responsible Machine Learning (not offered in 2026-27) | Dr. Sheffet Or | 2 | 2 | 1 | 2 | ||
| 2 | 83700* | Statistical Principles of Data Analysis and Inference | Prof. Noam Yair | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83703* | Machine Learning for Communication Applications | Prof. Bergel Itsik | 2 | 2 | 1 | 2 | ||
| 1 | 83706* | Wireless Communication | Prof. Zaidel Benjamin | 2 | 2 | 1 | 2 | ||
| 2 | 83708* | Process Mining | Prof. Cohen Izack | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83710* | Conversations with an LLM in the Exact Sciences and Engineering | Prof. Lotker Zvi | 2 | 2 | 1 | 2 | ||
| 1 | 83815 | Introduction to Game Theory | Dr. Cohen Ilan Reuven | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83816 | Electronic Commerce | Dr. Cohen Ilan Reuven | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83818 | Stochastic Optimization in Operations Management (not offered in 2026-27) | Dr. Halman Nir | 3 | 3 | 1.5 | 3 | ||
| 1 | 83819 | Unsupervised Learning | Dr. Lindenbaum Ofir | 2 | 2 | 1 | 2 | ||
| 1 | 83824 | Advanced Topics in Information Theory (not offered in 2026-27) | |||||||
| 1 | 83829 | Advanced Topics in Communications (not offered in 2026-27) | Prof. Bergel Itsik | 2 | 2 | 1 | 2 | ||
| 1 | 83834 | Machine Learning from Multi-Modal Data | Dr. Lindenbaum Ofir | 2 | 2 | 1 | 2 | ||
| 2 | 83843 | Deep Generative Models | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 1 | 83867 | Probabilistic Methods and Algorithms (not offered in 2026-27) | Prof. Gelles Ran | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83870 | Advanced Topics in Interactive Coding Protocols (not offered in 2026-27) | Prof. Gelles Ran | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83876 | Decision Support Systems in Medical Imaging (not offered in 2026-27) | Dr. Ben-Ari Rami | 2 | 2 | 1 | 2 | ||
| 2 | 83885 | Advanced Topics in Data Analysis | Prof. Keller Yosef | 2 | 2 | 1 | 2 | ||
| 2 | 83887 | Spatial Signal Processing (not offered in 2026-27) | Prof. Gannot Sharon | 2 | 2 | 1 | 2 | ||
| 1 | 83889 | Advanced Topics in Statistical Signal Processing | Prof. Noam Yair | 2 | 2 | 1 | 2 | ||
| 2 | 83891 | Advanced Topics in Signal and Image Processing | Dr. Tirer Tom | 2 | 2 | 1 | 2 | ||
| 1 | 83894 | Advanced Topics in Process and People Analytics | Dr. Chalutz-Ben Gal Hila | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83901 | Introduction to Data Science with Python | Dr. Simanovsky Alexandra | 2 | 1 | 1 | 4 | 2 | 4 |
| 2 | 83907 | Advanced Topics in Deep Learning | Prof. Goldberger Jacob | 2 | 2 | 1 | 2 | ||
| 2 | 83908 | Advanced Topics in Differential Privacy | Dr. Sheffet Or | 2 | 2 | 1 | 2 | ||
| 1 | 83920 | Parallel Computation using a GPU (not offered in 2026-27) | Prof. Fridman Moti | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83982 | Time Series and Forecasting (not offered in 2026-27) | Prof. Singer Gonen | 2 | 1 | 3 | 1.5 | 3 | |
| Extension Courses (make up the remaining credits from this group; up to 2 courses, from anywhere in the list regardless of field. A course already taken in the B.Sc. may not be chosen) | |||||||||
| 2 | 83414* | Biological Data Science | Dr. Levy Or | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83454* | Computer Networks and Internet II (not offered in 2026-27) | Prof. Rawitz Dror | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83633* | Digital Geometry Processing II | Prof. Weber Ofir | 2 | 1 | 1 | 4 | 1.75 | 3.5 |
| 1 | 83654* | Computer Graphics (not offered in 2026-27) | Prof. Weber Ofir | 2 | 1 | 1 | 3 | 1.75 | 3.5 |
| 1 | 83659* | Error-Control Coding for Computer Systems (not offered in 2026-27) | Prof. Keren Osnat | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83665* | Computational Biology (not offered in 2026-27) | Prof. Kalisky Tomer | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83670* | Biological Computation | Prof. Kugler Hillel | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83675* | Neuro-genomics | Dr. Alon Shahar | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83677* | Advanced Programming | Dr. Khalastchi Eliahu | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83679* | Human Brain Imaging | Dr. Erez Yaara | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83704* | Computational History | Prof. Lotker Zvi | 2 | 1 | 3 | 1.5 | 3 | |
| 1/2 | 83802 | Guided Reading (thesis track only) | Advisor | 2 | 2 | 1 | 2 | ||
| 2 | 83812 | Writing and Academic Research Skills for Engineering Students (thesis track only) | Dr. Erez Yaara | 2 | 2 | 1 | 2 | ||
| 1 | 83822 | Wireless Communications II (not offered in 2026-27) | |||||||
| 1 | 83828 | Spread Spectrum Systems (not offered in 2026-27) | Prof. Bergel Itsik | 2 | 2 | 1 | 2 | ||
| 1 | 83833 | Vector Communication Channels (not offered in 2026-27) | Prof. Zaidel Benjamin | 2 | 2 | 1 | 2 | ||
| 1 | 83869 | Cyber-Physical Systems (not offered in 2026-27) | Prof. Kugler Hillel | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83888 | Computer Vision | Prof. Keller Yosef | 2 | 2 | 1 | 2 | ||
| Seminars (one seminar is required; only one may be taken, 2 credits) | |||||||||
| 1 | 83820 | Advanced Communications Seminar (not offered in 2026-27) | Prof. Leshem Amir | 2 | 2 | 1 | 2 | ||
| 1 | 83835 | Seminar in Distributed Optimization and Learning (not offered in 2026-27) | Dr. Yemini Michal | 2 | 2 | 1 | 2 | ||
| 2 | 83845 | Seminar: AI Safety | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 2 | 83880 | Seminar in Advanced Topics in Signal Processing (not offered in 2026-27) | Prof. Leshem Amir | 2 | 2 | 1 | 2 | ||
| 1 | 83892 | Seminar in Deep Learning: Phenomena and Theory | Dr. Tirer Tom | 2 | 2 | 1 | 2 | ||
| 1 | 83905 | Seminar in Advanced Topics in Machine Learning and Data Processing | Prof. Keller Yosef | 2 | 2 | 1 | 2 | ||
| 1 | 83909 | Seminar in Multi-Agent Learning (not offered in 2026-27) | Prof. Leshem Amir | 2 | 2 | 1 | 2 | ||
| 2 | 83984 | Seminar in Approximation Algorithms for Dynamic Optimization | Dr. Halman Nir | 2 | 2 | 1 | 2 | ||
| The Faculty reserves the right to modify and update the curriculum accordingly. | |||||||||
| Some elective courses are given once every two years. Please verify in the annual catalogue. | |||||||||
| Registration for a course requires meeting its prerequisites. | |||||||||
| Course registration requires the advisor's approval only! | |||||||||
