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Your learning and development journey

On this page you can find more details about the curriculum and program structure for the Master in Analytics and Artificial Intelligence

The Master in Analytics and Artificial Intelligence program begins in September each year and lasts for 24 months. The full two-year program is worth 120 ECTS credits.

The program is designed to give you a business education while equipping you with sought-after skills relating to analytics and AI tools, preparing you for a career as a digital innovation consultants, analytics leader or technological change agents

The structure in two parts includes:

  • Foundation courses covering the most important aspects of Data Analysis, Data Management, Machine Learning, Coding, and their application in business decision-making
  • Advanced electives delving deeper into industries and applications e.g. Value Chain Analytics, AI and Society, Global Management, Innovation and Entrepreneurship 

MAAI program timeline and courses

Pre-program

Pre-program courses
  • Python Data Fundamentals
  • Statistics Fundamentals with R 
Term 1
September - December

Core courses
  • Business Economics
  • Judgement and Decisionmaking
  • Organizational Analytics: Data, Models, and People
  • Econometrics
  • Data Scraping and Processing
  • Data Visualization
  • Introduction to Machine Learning
Skills Seminar
  • Business Presentations
  • Fluency: Professional English
  • The Do’s and Don’ts of meeting effectively
  • Coding (mandatory for MAAI)
Term 2
January - March

Core courses
  • ModelingOperations and Global Supply Chain Management
  • Introduction to Artificial Intelligence
  • Advanced Decision Analysis
  • Data Management
  • Causal Inference in AI Models
  • Analytics and Society
  • Advanced Marketing Modeling
  • Consumer Preference Modeling
Skills seminar
  • Process Mining
  • The Psychology of Conflict Resolution
  • Cross Cultural Management
  • Effective Virtual Collaboration • SCRUM
Term 3
April - September

Internship

Complete an internship of up to six months with a company that aligns with your careers goals, in coordination with ESMT. German students are encouraged to complete their internship abroad.

ESMT currently works with a growing number of companies to offer internships.

Please note that while ESMT has agreements with internship providers to offer internships, participants are still required to apply and pass the target company’s selection procedures. Participants may also source their own internship opportunities.

This year, our students gained internship positions at
  • Boeing working in Market Research & Strategy Support
  • Accenture working as a Strategy Consulting Intern
  • BMW working as a Sustainability Strategy Intern
  • Daimler working as a Risk Management Intern
  • United Nations as an Intern in Information and Communication Technology Section
  • Deutsche Bahn in Strategic Organizational Development
  • KPMG working in Deal Advisory
  • Helix Cognitive Computing GmbH as a Blockchain Research & Cryptoeconomics Trainee
  • Rocket Internet SE working as an International Finance Intern
  • Google working as a Marketing Intern
  • Bayer Healthcare working in Digital Health and Innovation
  • Zalando working on the Business Development team

Besides Germany, students are gaining international experience by interning in Japan, Turkey, Switzerland, France, South Korea and Kenya.

Term 4
October - December

Electives
  • Negotiation
  • Open and Distributed Models of Innovation
  • Analytics and AI for Healthcare Management
  • Advanced Optimization Models
  • Analytics Leadership
  • AI Models in Production
  • Social Entrepreneurship
  • Advanced Investment Strategies
  • Alternative Investments
  • Risk Modeling
  • Valuation

+ MGM and MAAI core courses

Skills seminar
  • Analytics Project Management
  • Building Professional Networks
  • Consulting
  • Designing for Social Inclusion
  • Human Rights in Business
  • Innovation Project Management
  • Storytelling
Foreign language classes

Take language classes in German, French, Spanish or Chinese (optional)  at our partner GLS Sprachenzentrum Berlin (German Language School Berlin). 

Term 5
January - May

Electives
  • Analytics and AI for Healthcare Management
  • Advanced Optimization Models
  • Advanced Investment Strategies
  • Alternative Investments
  • Ambidextrous Leadership
  • Open and Distributed Models of Innovation
  • Negotiation
  • Risk Modeling
  • Social Entrepreneurship - Nonprofit Management
  • Valuation

+ MIE and MGM core courses

Skills seminar
  •  Applied Improvisation and Creativity
  • Cyber Security
  • Impact Consulting
  • LEGO Serious Play
Analytics Student Consulting Project

Get experience working with a corporate partner as part of a student consulting team and apply your new skills and insights into a real-world business environment. 

Introduction to Research Method + Research Strategies Week

This week provides a foundation in research methodology and strategies. You will be introduced to the principles of conducting effective research, exploring both qualitative and quantitative approaches. The importance of identifying a research problem, formulating research questions, and selecting appropriate methods will be emphasized. Key strategies, such as surveys, experiments, case studies, and ethnography, will be discussed, along with data collection techniques and ethical considerations. By the end of the week, you will understand the basics of designing research projects and selecting suitable strategies to investigate various topics.

Term 6
May - August

Master Thesis

While working on your Master thesis, you may seek the opportunity of a second internship and carry out your research with support from practitioners.

Alternatively, particularly those who intend to pursue an academic career, you may opt for working on a thesis topic in close coordination with a professor’s own research agenda.

Additional options include:

Finance Certificate

As part of your elective course choice, you can opt to complete five advanced courses in finance subjects with a focus on global investment strategies.

You will be issued an ESMT Finance Certificate in addition to your master's degree. 

Language training

Foreign language training is fully integrated into the curriculum of the Master in Global Management program. It is available to all students and has a value of 8 ECTS.

ESMT collaborates with the GLS language school that has been offering language courses in Berlin since 1983.

During the two-year period of study, there is an opportunity to choose one of these four languages: 

  • German
  • Spanish
  • French
  • Chinese

The language groups consist of a maximum of 12 participants and a minimum of 4 participants, for a Chinese course a minimum of 2 participants. Classes take place at the GLS campus in Kastanienallee 82 and run once a week from October to December and January to March. 

Collaborative learning

Modern business is global - ESMT students thrive in a global environment

The value a diverse international cohort brings to your personal development is that it prepares you for any challenge and opportunity the modern world holds in stock for you.

With over 50 nationalities represented in the classroom you benefit from fresh perspectives, unique experiences, and a broad set of skills. ESMT Berlin's unique approach to collaborative learning means that working and thriving in diverse and international teams comes as second nature.

MIMs in auditorium

Meet the MAAI faculty

Catalina Stefanescu-Cuntze

Nationality: Romania/UK

Education: Cornell University, Ph.D.

Research area/focus: Credit risk, customer analytics 

Courses taught: Analytics leadership

“All models are wrong. Some are useful. (G.E.P. Box)” 

Vlada Pleshcheva

Nationality: Russia

Education: Humboldt University Berlin, Dr. rer. pol.

Research area/focus: Leveraging advanced analytics to understand consumer behavior and devise environmentally sustainable strategies

Courses taught: Value Chain Analytics, Predictive Analytics, Advanced Marketing Modeling, Consumer Preference Modeling

"The goal is to turn data into information, and information into insight." - Carly Fiorina, former CEO of Hewlett-Packard

Website

Nazlı Sönmez

Nationality: Turkey 

Education: London Business School, Ph.D.

Research area/focus: Operational innovation in healthcare 

Courses taught: Operations and Global Supply Chain Management (MGM/MIE/MAAI), Analytics and AI for Healthcare Management (MAAI)

Fun fact: I was the co-founder of Bilkent University Baking Club during my college years. 

"You can't manage or improve what you can't measure." 

Website

Tamer Boyaci

Nationality: Canada/Turkey

Education: Columbia University, Ph.D.

Research area/focus: Human-AI collaboration, sustainable operations

Courses taught: Modeling and AI for Sustainability  

"My course will not focus on predictions and predictive analytics, but rather prescriptive models and strategies for improving sustainability of business operations."

Find out more about the master's programs faculty at ESMT

Want to get more information about the talented team of people who will be delivering your master's program?

Visit our dedicated page to find out more about the faculty behind the Master in Global Management, Master in Innovation and Entrepreneurship, and Master in Analytics and Artificial Intelligence.

Dedicated lecturers

ESMT's international faculty combine the very best business teachers and researchers from around the world, brought together in Berlin to share their experience in business practice and thought leadership with a passion that puts the learning experience before everything else.

Situated in state-of-the-art facilities and supported by a world-class community of entrepreneurs and corporate partners, ESMT Berlin has laid the foundations for innovative research and excellence in the classroom.

two researchers look at laptop