Master
English
Computer Science
Master of Science in Machine Learning and Data Analytics
Master
About the Program
In the Master's degree programme in Machine Learning and Data Analytics, you will learn which methods are available for machine learning and how to apply them correctly and efficiently. From data storage (especially large amounts of data) to data evaluation and decision-making, you will come into contact with all steps of data analysis. Both symbolic learning methods such as inductive and deductive learning, and sub-symbolic techniques such as support vector machines or neural networks, are covered. Through this, you will gain a fundamental understanding of theory and practice. Ethical and social aspects also play a decisive role in this area and are considered as part of the course, as our working world will fundamentally change through the application of machine learning methods. A special feature of the course is the competence area. Depending on the Bachelor's degree with which you begin your studies, you will select your area of expertise in the Master's degree. Consequently, you will attend two lectures from Aalen University's Master's programme that are representative of the application of machine learning methods in your field. This early exposure ensures that you engage with the applications relevant to your future professional endeavours from the outset.
▶ Show the original English text
In the Master's degree programme in Machine Learning and Data Analytics, you will learn which methods are available for machine learning and how to apply them correctly and efficiently. From data storage (especially large amounts of data) to data evaluation and decision-making, you will come into contact with all steps of data analysis. Both symbolic learning methods such as inductive and deductive learning, and sub-symbolic techniques such as support vector machines or neural networks, are covered. Through this, you will gain a fundamental understanding of theory and practice. Ethical and social aspects also play a decisive role in this area and are considered as part of the course, as our working world will fundamentally change through the application of machine learning methods. A special feature of the course is the competence area. Depending on the Bachelor's degree with which you begin your studies, you will select your area of expertise in the Master's degree. Consequently, you will attend two lectures from Aalen University's Master's programme that are representative of the application of machine learning methods in your field. This early exposure ensures that you engage with the applications relevant to your future professional endeavours from the outset.
Which Professions Does This Program Open Up?
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How do I apply to Master of Science in Machine Learning and Data Analytics at Hochschule Aalen?
Most international applicants apply via uni-assist (document verification + APS for some countries). Prepare your secondary/Bachelor diploma, transcripts, language certificate (DSH/TestDaF or IELTS/TOEFL), motivation letter and CV. Non-EU students also need a Sperrkonto (~11,904 EUR/year) for the visa.
- Check requirements — Verify your degree is recognised + meet language/grade thresholds.
- Get language certificate — TestDaF / DSH for German programmes, IELTS / TOEFL for English.
- Submit via uni-assist (non-EU) — Document review + APS if your country requires it (China, India, Pakistan, Vietnam, etc.).
- Apply directly or via uni portal — Some universities accept direct applications — check the official programme page.
- Open Sperrkonto + apply for visa — After admission, deposit 11,904 EUR, get health insurance, book embassy appointment.
Frequently Asked Questions
Quick answers about Master of Science in Machine Learning and Data Analytics at Hochschule Aalen
Is Master of Science in Machine Learning and Data Analytics at Hochschule Aalen taught in German or English? ▼
This Master programme is taught in English. Make sure to check the language requirements (e.g. TestDaF, DSH, IELTS or TOEFL) before applying.
How much does the Master of Science in Machine Learning and Data Analytics programme cost? ▼
1.500 EUR / semester. International students should also budget around 800–1000 EUR/month for living costs in Germany.
What are the admission requirements for Master of Science in Machine Learning and Data Analytics at Hochschule Aalen? ▼
Typical requirements include: a recognised secondary/undergraduate degree, proof of language proficiency (English), and (for non-EU applicants) a uni-assist application plus financial proof (Sperrkonto ~11.904 EUR/year).
When is the application deadline? ▼
Application deadlines vary: winter semester usually closes on 15 July, summer semester on 15 January. Always confirm the exact deadline on the official university website.
Can I work in Germany while studying Master of Science in Machine Learning and Data Analytics? ▼
Yes. International students may work up to 140 full days / 280 half days per year without additional permission. After graduation you can apply for an 18-month job-seeker permit.
How do I apply to Hochschule Aalen — directly or via uni-assist? ▼
Most German universities accept international applications through uni-assist for document verification. Some unis accept direct applications — check the programme page on the official site.