Masters in Automotive Artificial Intelligence draft

Program Overview

This Master's program in Applied Artificial Intelligence (AI) in Automotive combines AI expertise with automotive knowledge to equip students for leadership roles in the industry. The program covers fundamentals of AI, its application in automotive, and culminates in a master thesis on an AI-related topic in automotive applications.

Program Outline

Master in Applied Artificial Intelligence in Automotive

Degree Overview:

This Master's program in Applied Artificial Intelligence in Automotive (60 ECTS credits) is designed for individuals seeking a fulfilling career in the dynamic field of automotive AI. The program aims to equip students with expertise in the latest AI knowledge and techniques, as well as the skills needed to lead in the automotive industry.

Objectives:

• Gain expertise in the latest AI knowledge and techniques.
• Acquire the skills needed to spearhead in the automotive industry.
• Prepare for roles such as (Senior) AI Developer, AI Researcher, and Project Lead.

Outline:

The program is divided into two main parts:

• Part 1: Covers the fundamental principles of artificial intelligence.
• Part 2: Focuses on AI in the automotive industry.

Semester 1:

• Machine Learning (5 ECTS credits): This module covers the fundamental concepts of machine learning, including supervised learning, unsupervised learning, and reinforcement learning.
• Deep Learning (5 ECTS credits): This module delves into the theory and practice of deep learning, including convolutional neural networks, recurrent neural networks, and generative adversarial networks.
• Reinforcement Learning (5 ECTS credits): This module explores the principles of reinforcement learning, including Markov decision processes, Q-learning, and deep reinforcement learning.
• Inference and Causality (5 ECTS credits): This module examines the concepts of inference and causality, including Bayesian networks, causal inference, and counterfactual reasoning.
• Seminar: Current Topics in AI (5 ECTS credits): This module provides an overview of current research and trends in artificial intelligence.
• Architectures of Self-Driving Vehicles (5 ECTS credits): This module explores the different architectures of self-driving vehicles, including sensor systems, perception modules, planning algorithms, and control systems.

Semester 2:

• Case Study: Localization, Motion Planning and Sensor Fusion (5 ECTS credits): This module provides a practical case study on the application of AI in autonomous driving, focusing on localization, motion planning, and sensor fusion.
• Functional Security (5 ECTS credits): This module examines the safety and security aspects of AI systems in automotive applications.
• Master Thesis (15 ECTS credits): This module involves conducting independent research on a topic related to AI in automotive applications.

Course Schedule:

• Master thesis: The thesis requires students to conduct independent research and present their findings in a written report.

Teaching:

• Online learning platform: The program utilizes an online learning platform that provides access to course materials, tutorials, and assessments.
• Researcher - AI in Automotive Applications: Conduct groundbreaking research on AI integration into automotive realms.
• Project Lead - AI Products in Automotive: Orchestrate and oversee AI projects in the automotive industry.

Other:

• Recognition of previous achievements: Students can apply for recognition of prior learning to potentially skip modules or semesters.
• 4-week money back guarantee: Students have a 4-week period to test the program and receive a refund if they are not satisfied.

Tuition Fees Starting from € 415 (US$ 449) per month based on the exchange rate from 31.07.2024 12:00 AM (CEST) Online application No application fees Fees Reduction Programme Additional charges Graduation fees The total price includes a one-off graduation fee in the amount of €699 for Bachelor’s degree courses and €799 for Master’s degree courses. This fee is payable at the end of your studies. (The price mentioned above is before discounts) Separate charges are payable for exams taken outside Germany, Austria and Switzerland. These are to be paid to the exam centre on site and currently amount to (where necessary in the local currency): For exams taken this way, 120 euros is payable for single or multiple exams taken within an exam slot lasting up to max. 120 minutes. For exams lasting more than 120 minutes up to 360 minutes, 170 euros is payable to the respective institute per exam slot. Career coaching: this offer is available to Bachelor’s degree students (with at least 120 ECTS credits) and Master’s degree students. Cloud-based open source tools: in order to make use of cloud-based open source tools during your studies, you will need a desktop PC or laptop. Neither is included in the package of services we provide.