I have been successfully teaching Swiss students for many years and have gained extensive experience with cantonal education in various regions of Switzerland. As an experienced, local tutor, I am intimately familiar with the requirements, structures, and curricula of the Swiss school system. I have all past exam papers at my disposal and have prepared numerous students for their cantonal and national exams in a targeted, sustained, and highly successful manner. I place particular emphasis on closing knowledge gaps, building self-confidence, and offering each student individualized support that supports them in the best possible way. My goal is not only to improve grades, but also to develop a long-term joy in learning and lay the foundation for academic success. ►Targeted exam preparation for: High school entrance exams BMS & Passerelle exams International Baccalaureate (IB) ETH courses & university modules ZHAW & University of Applied Sciences ► How do I teach? ►I always emphasize a complete understanding of problems, not just learning methods: This ensures you get the maximum benefit from tutoring. I take the time to clarify concepts and address individual questions until everything is truly understood. ►The reason for my success lies in my ability to adapt my learning style to meet the needs of my students. I carefully observe which methods work for each student and adapt my teaching flexibly. ►I offer practical and lively examples to explain concepts in mathematics, physics, and chemistry. This makes theoretical knowledge tangible and ensures long-term retention. ►I am very patient and strive to eliminate the difficulty in key concepts by simplifying seemingly complex procedures. No student is left behind—my goal is a solid foundation. ►I firmly believe in building a positive working relationship with my students. Trust and a relaxed atmosphere are the foundation for sustainable learning success. ►Intensive exam preparation (e.g., during the holidays), subject-specific topic work, or overcoming test anxiety for all ages. Together, we develop a concrete plan and train under realistic conditions. ►I'm also a highly experienced online tutor and can deliver a lesson as effectively as possible in person using an interactive whiteboard. All materials and documents are shared in real time, making the lesson just as productive as in-person. ►Locations: At your home, online, or by appointment. I am flexible and adapt to your wishes and needs to achieve optimal learning results.

For many years, I have successfully supported Swiss students in the fields of statistics, data analytics, machine learning, and artificial intelligence. I have gained extensive experience using R as a statistical programming tool and know exactly what students in Switzerland are required to do. I have numerous sample projects, datasets, and exam questions at my disposal and have prepared many students for their assignments and exams in a targeted, sustainable, and highly successful manner. My focus is on explaining complex statistical procedures, algorithms, and data analyses in an understandable way, demonstrating them in a practical way, and building confidence in the secure handling of data. My goal is not only to improve grades, but also, in the long term, to develop a deep understanding of data-driven questions and modern technologies such as machine learning and AI, which are crucial in later professional life. ► How do I teach? ►I attach great importance to ensuring that my students truly understand statistical concepts, data analytics methods, machine learning, and AI models, rather than just applying them mechanically – this is how we achieve sustainable success in statistics, data analytics, and modern technologies. ►My success is based on my ability to flexibly adapt my teaching style to the individual needs of students in statistics, data analytics, machine learning and AI, including topics such as regression methods, logistic regression and other machine learning algorithms. ►I use practical, lively examples from statistics, data science and AI to clearly explain abstract concepts such as hypothesis testing, analysis of variance, linear and nonlinear models and to anchor them deeply in the memory. ►With patience and clarity, I break down complex statistical analyses, machine learning models, and data processes into their essential components so that no student is overwhelmed and can build a solid foundation in statistics, data analytics, and AI. ►I am convinced that trusting collaboration is crucial to reducing uncertainty in statistics or data science and creating a productive learning atmosphere. ►I offer intensive exam preparation and project support in statistics, data analytics, machine learning and AI, develop strategies to combat exam anxiety with my students and train them on real data sets and complex algorithms. ►As an experienced online tutor for statistics, data analytics, machine learning, and AI, I use modern tools such as interactive whiteboards and live coding sessions in R to make teaching as efficient and practice-oriented as possible. ►Locations: I teach statistics, data analytics, machine learning, and AI at your home, online, or by appointment – flexible, professional, and tailored precisely to your needs.