CAS 1 Applied Information Technology
The Certificate of Advanced Studies ETH in Applied Information Technology (CAS ETH AIT) is designed to provide a targeted information technology education to managers with backgrounds outside of IT for the purpose of accelerating their career.
Participants will learn how to apply selected information technology in specific industry settings through fundamental training in computer and data science as well as through advanced case studies on how to apply it in practice.
The content of the CAS ETH AIT is currently being revised to ensure the best value for participants. The information below should therefore considered as INDICATIVE. A final version will be published on this site before the next application window will open on May 1st, 2024.
Modules
- Foundations of Programming
The initial module offers a practical introduction to some basic concepts and techniques for information processing as well as practical applications of them.
Participants are introduced to programming with Python. They learn to develop mathematical models for real-world tasks and solve them as small projects in Python. Fundamental concepts of programming being covered include variables, types, control structures, logic, arrays, functions, and matrices. This module also serves as a preparation for modeling and programming tasks in the other modules.
- Data Science
In this module, basic paradigms and techniques in working with data will be discussed, especially towards data security, managing data decentrally, and learning from data. Participants will understand some of the concepts in detail and see the mathematics behind them.
The module in particular covers cryptography and digital signatures, networking and distributed algorithms, distributed ledger technology, as well as machine learning (supervised and unsupervised learning). For each topic, there will be a hands-on and in-depth introduction that allows participants to gain a technical understanding of key ideas. This is supported by simple and concrete examples as well as programming assignments.
- Computer Vision
Professor Dr. Ender Konukoglu
This module will cover basic theoretical knowledge on visual recognition systems of the last two decades, mostly focusing on the most recent advancements in deep learning and convolutional neural networks.
The content starts with an introduction to neural networksand then focuses on how they are used for computer vision tasks. The
theoretical knowledge will be supported with a practical session that will allow participants to gain hands-on experience with most commonly used tools and deepen their understanding of the key concepts with examples.
Programme Structure
Participants complete 4 modules over 14 weeks from September to December. Classes are generally conducted in either a block format or blended learning format to minimize time away from work. Classes are held at ETH Zentrum campus every other week for one full day and one half day (typically Friday all day and Saturday morning), and the programme is thus well suited as a part-time study programme.
Total workload is approximately 300 hours and successful graduates earn a total of 12 ECTS credits.
Study language is 100% English.
Additional Information
CAS AIT applicants* must satisfy the following requirements:
- Demonstrated managerial experience working with technology companies or industries
- Good knowledge of English
- ETH recognized Master’s degree
CAS AIT applications will be reviewed by the Admission Committee of the Certificate Programme. The final decision is communicated in writing.
Important Note:
MAS AT applicants do not need to apply to the CAS AIT separately. The background of MAS AT applicants is evaluated during the MAS application review process and there are no further requirements outside of that process.
Please apply online through the School for Continuing Education website.
After submitting the application and uploading supporting documentation, you will be asked to pay the application fee. See the Application section of our website for more information on How To Apply as well as Selection & Admission.
The deadline for applying to the CAS AIT is 31 May (Application window open from 1 - 31 May).
For MAS in Applied Technology participants, this is the first of four CAS in the programme and introduces core information technology concepts that will be used throughout the two-year programme. It provides a solid foundation for understanding how advanced information technology is applied to products and operations in specific industry contexts during later CAS.
MAS AT Structure