Curriculum: M.Sc. in Electrical Engineering – Information Processing and Data Specialization (2025 - 2026)
| Semester | Course no. | course name | Lecturer | L | E | Lab | hours per semester | Annual Hours | Credits |
|---|---|---|---|---|---|---|---|---|---|
Mandatory courses | |||||||||
| Yearly | 83810 | MSc Departmental Colloquium (Registration only in the year in which the assignment is completed ) | Prof. Popovtzer Rachela | 1 | 1 | 1 | 2 | ||
| Yearly | 833000 | Masters Thesis | Advisor | 8 | 16 | ||||
| Yearly | 83801 | Project | Advisor | 4 | 8 | ||||
| 2 | 83420 | Statistical Analysis of Data | Prof. Leshem Amir | 3 | 1 | 4 | 2 | 4 | |
| 2 | 83806 | Random Processes | Prof. Somekh-Baruch Anelia | 3 | 3 | 1.5 | 3 | ||
Basic courses | |||||||||
| At least one course must be selected | |||||||||
| 2 | 83803 | Functional Analysis | Prof. Solomyak Boris | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83804 | Advanced Algebra | Dr. Rony Bitan | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83879 | Optimization | Dr. Tirer Tom | 3 | 1.5 | 3 | |||
Core courses | |||||||||
| You must select at least one course according to your specialization. You may take up to three courses from this list. A minimum of 1 annual credit must be earned from this list. Do not select a course that was already included in your undergraduate studies | |||||||||
| 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 | 83841 | Statistical Machine Learning | Prof. Goldberger Jacob | 2 | 2 | 1 | 2 | ||
Supportive courses | |||||||||
| You must select at least three courses. Courses may be chosen from the entire list, regardless of specialization. A minimum of 3 annual credits must be earned from this list. Do not select a course that was already included in your undergraduate studies | |||||||||
| 1 | 83374 | Natural language processing with deep learning techniques | Dr. Kolman Eyal | 3 | 3 | 1.5 | 3 | ||
| 2 | 83414 | Biological data science | 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 | Perry Yonadav | 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 | 83551 | Introduction to Computer Vision | Dr. Simanovsky Alexandra | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83563 | Introduction to Artificial Intelligence | Dr. Atzmon Dor | 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 its Applications | Dr. Apartsin Alexander | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83600 | Numerical linear algebra | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 1 | 83618 | Digital Communications II | Halevi Hodaya | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83623 | Mathematical modelling and analysis of Networks | Prof. Leshem Amir, Koblenz Shir | 2 | 2 | 1 | 2 | ||
| 1 | 83635 | Reinforcement-based learning | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 2 | 83641 | Shape Optimization & Understanding | Prof. Weber Ofir | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83643 | Machine learning theory | Dr. Sheffet Or | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83652 | Graph Theory and its Applications | Prof. Wimer Shmuel | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83656 | Digital Processing of Geometry | Prof. Weber Ofir | 2 | 1 | 1 | 4 | 1.75 | 3.5 |
| 2 | 83674 | Quantum machine learning | Dr. Makmal Adi | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83676 | Data Mining | Prof. Singer Gonen | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83677 | Advanced Programming | Dr.Khalastchi Eliahu | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83684 | Advanced Quantum Information | 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 | |
| 2 | 83687 | Cryptographic Proof systems | Dr. Weiss Mor | 2 | 2 | 1 | 2 | ||
| 2 | 83695 | Neural networks | Dr. Erez Yaara, Dr. Lindenbaum Ofir | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83700 | Statistical principles of Data analysis and inference | Prof. Noam Yair | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83706 | Wireless Communication | Prof. Zaidel Benjamin | 2 | 2 | 1 | 2 | ||
| 1 | 83707 | Introduction to deep learning | Prof. Goldberger Jacob Dr. Tirerr Tom | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83708 | Process mining | Prof. Cohen Izack | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83815 | Introduction to Game Theory | Dr. Cohen Ilan Reuven | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83816 | Electronic Commerce | Dr. Cohen Ilan Reuven | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83818 | Stochastic Optimization in Operations Management | Dr. Halman Nir | 3 | 3 | 1.5 | 3 | ||
| 1 | 83819 | Unsupervised Learning | Dr. Lindenbaum Ofir | 2 | 2 | 1 | 2 | ||
| 83824 | Advanced Topics in Information Theory | ||||||||
| 1 | 83834 | Machine learning from multi-modal data | Dr. Lindenbaum Ofir | 2 | 2 | 1 | 2 | ||
| 1 | 83843 | deep generative models | Dr. Fetaya Ethan | 2 | 2 | 1 | 2 | ||
| 2 | 83867 | Probabilistic Methods and Algorithms | Prof. Gelles Ran | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83870 | Advanced Topics in Interactive Coding Protocols | Prof. Gelles Ran | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83871 | Seminar in Secure Data Outsourcing | Dr. Weiss Mor | 2 | 2 | 1 | 2 | ||
| 83884 | Signal Processing for Communications | ||||||||
| 2 | 83885 | Advanced Topics in Data Analysis | Prof. Keller Yosef | 2 | 2 | 1 | 2 | ||
| 2 | 83887 | Spatial Signal Processing | Prof. Gannot Sharon | 2 | 2 | 1 | 2 | ||
| 1 | 83889 | Advanced Topics in Statistical Signal Processing | Prof. Gannot Sharon | 2 | 2 | 1 | 2 | ||
| 2 | 83891 | Advanced topics in signal and image processing | Dr. Tirer Tom | 2 | 2 | 1 | 2 | ||
| 1 | 83893 | Advanced Topics in Optics | Prof. Fridman Moti | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83900 | Discovery Theory | Prof. Noam Yair | 2 | 2 | 1 | 2 | ||
| 2 | 83901 | Introduction to Data Science with Python | Dr. Allouche Omri | 2 | 1 | 1 | 4 | 2 | 4 |
| 1 | 83906 | Independence-based Blind Source Separation | 0 | ||||||
| 2 | 83907 | Advanced topics in deep learning | Prof. Goldberger Jacob | 2 | 2 | 1 | 2 | ||
| 1 | 83920 | Parallel Computation using a GPU | Prof. Fridman Moti | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83984 | Seminar in approximation algorithms for dynamic optimization | Dr. Halman Nir | 2 | 2 | 1 | 2 | ||
Disciplinary courses | |||||||||
| You must select at least two courses. Courses may be chosen from the entire list, regardless of specialization. A minimum of 2 annual credits must be earned from this list. Do not select a course that was already included in your undergraduate studies | |||||||||
| 2 | 83373 | Advanced topics in supply chains and logistics systems | Dr. Halman Nir | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83374 | Natural language processing with deep learning techniques | Dr. Halman Nir | 3 | 3 | 1.5 | 3 | ||
| 2 | 83414 | Biological data science | 3 | 1 | 4 | 2 | 4 | ||
| 2 | 83626 | Introduction to coding in digital communications | 2 | 1 | 3 | 1.5 | 3 | ||
| 2 | 83629 | Digital Image Processing | Dr. Apartsin Alexander | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83633 | Digital Geometric Processing II | Prof. Weber Ofir | 2 | 1 | 1 | 4 | 1.75 | 3.5 |
| 1 | 83654 | Computer Graphics | Prof. Weber Ofir | 2 | 1 | 1 | 3 | 1.75 | 3.5 |
| 1 | 83659 | Error-Control Coding for Computer Systems | Prof. Keren Osnat | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83665 | Computational Biology | Prof. Kalisky Tomer | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83666 | Control ofTheory for Biological Systems | 2 | 1 | 3 | 1.5 | 3 | ||
| 2 | 83670 | Biological Computation | Prof. Kugler Hillel | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83675 | Neuro - genomics | Dr. Shahar Alon | 2 | 1 | 3 | 1.5 | 3 | |
| 1 | 83679 | Human brain imaging | Dr. Erez Yaara | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83692 | Social networks | Prof. Lotker Zvi | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83703 | Machine learning for communication applications | Prof. Bergel Itsik | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83704 | Computational History | Prof. Lotker Zvi | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83708 | Process mining | Prof. Cohen Izack | 2 | 1 | 3 | 1.5 | 3 | |
| 1/2 | 83802 | Guided Reading ( only In the thesis track) | Advisor | 2 | 2 | 1 | 2 | ||
| 2 | 83812 | Writing and academic research skills for Engineering students ( only In the thesis track) | Dr. Erez Yaara | 2 | 2 | 1 | 2 | ||
| 83822 | Wireless Communications II | ||||||||
| 1 | 83828 | Spread spectrum systems | Prof. Bergel Itsik | 2 | 2 | 1 | 2 | ||
| 1 | 83829 | Advanced topics in communications | Prof. Bergel Itsik | 2 | 2 | 1 | 2 | ||
| 1 | 83833 | Vector Communication Channels | Prof. Zaidel Benjamin | 2 | 2 | 1 | 2 | ||
| 1 | 83869 | Cyber Physical Systems | Prof. Kugler Hillel | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 83876 | Decision Support Systems in medical imaging | Dr. Benari Rami | 2 | 2 | 1 | 2 | ||
| 2 | 83881 | Digital speech processing | Prof. Gannot Sharon | 2 | 2 | 1 | 2 | ||
| 1 | 83893 | Advanced Topics in Optics | Prof. Fridman Moti | 3 | 1 | 4 | 2 | 4 | |
| 1 | 83894 | Advanced Topics in Process and People Analytics | Dr. Chalutz - Ben Gal Hila | 2 | 1 | 3 | 1.5 | 3 | |
| 2 | 89581 | Database Systems | 2 | 1 | 3 | 1.5 | 3 | ||
| 2 | 83908 | Advanced topics in differential privacy | Dr. Sheffet Or | 2 | 2 | 1 | 2 | ||
| 2 | 83982 | Prof. Singer Gonen | 2 | 1 | 3 | 1.5 | 3 | ||
Seminars | |||||||||
| Selecting a seminar is mandatory. Only one seminar may be chosen | |||||||||
| 1 | 83820 | Advanced Communications seminar | Prof. Leshem Amir | 2 | 2 | 1 | 2 | ||
| 1 | 83835 | Seminar in distributed optimization and learning | Dr. Yemini Michal | 2 | 2 | 1 | 2 | ||
| 2 | 83880 | Seminar/Advanced Topics in Signal Processing | 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/Advanced Topics in Machine Learning and Data Processing | Prof. Keller Yosef | 2 | 2 | 1 | 2 | ||
| 1 | 83909 | Seminar in multi-agent learning | Prof. Leshem Amir | 2 | 2 | 1 | 2 | ||
| |||||||||
The faculty reserves the right to make changes to the curriculum and update it accordingly. | |||||||||
Some elective courses may be offered every two years. Please check the annual catalog. | |||||||||
Registration for the course is conditional on meeting its prerequisites. | |||||||||
Registration for courses only with the instructor's approval! | |||||||||
