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Statistics, Probability & Quantitative Methods – IB, AP, SAT, FH & University
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From 74 C$ /h
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I offer individual tutoring in Statistics, Probability, Quantitative Methods and related mathematical subjects for school, IB, AP, SAT, Fachhochschule and university students.

Statistics can initially feel confusing because many formulas and methods appear similar. My approach is therefore focused on understanding the logic behind the method rather than simply memorising formulas.

We always ask:

- What information is given?
- What exactly needs to be found?
- What type of statistical problem is this?
- Which method should be used?
- Why is this method appropriate?
- What does the final result mean?

I have several years of experience teaching students from Swiss and international education systems and regularly support students in Statistics, Mathematics, Probability and Data Analysis.

Topics can include:

- Descriptive statistics
- Mean, median and mode
- Quartiles
- Variance
- Standard deviation
- Probability
- Conditional probability
- Tree diagrams
- Combinatorics
- Permutations and combinations
- Random variables
- Expected value
- Binomial distribution
- Normal distribution
- Sampling
- Sampling distributions
- Central Limit Theorem
- Confidence intervals
- Hypothesis testing
- p-values
- t-tests
- Chi-square tests
- Covariance
- Correlation
- Pearson correlation
- Linear regression
- Regression equations
- R2
- Data interpretation
- Statistical modelling
- Business Statistics
- Quantitative Methods

I can support students preparing for:

- IB Mathematics AA
- IB Mathematics AI
- IB Probability and Statistics
- AP Statistics
- SAT Math
- Swiss Matura
- Passerelle
- Fachhochschule Statistics
- University Statistics
- Business Statistics
- Economics Statistics
- Quantitative Methods
- Introductory Data Analysis

SAT Math preparation can additionally include:

- Algebra
- Advanced Mathematics
- Ratios and percentages
- Word problems
- Tables and graphs
- Data analysis
- Probability
- Geometry
- Trigonometry
- Desmos strategies
- Time management
- Faster problem-solving methods

For AP, FH and university students, we can go deeper into statistical reasoning and interpretation.

Lessons can include:

- Theory explained in simple language
- Step-by-step calculations
- Formula selection
- Exam-style questions
- Longer case studies
- Interpretation of statistical results
- Reading graphs and tables
- Understanding statistical output
- Improving mathematical notation
- Exam preparation

With regression, for example, we do not simply calculate correlation or R2. We also discuss what these values actually mean in the context of the question.

With hypothesis testing, students learn the complete logic from hypotheses to test statistic, p-value, decision and final interpretation.

My goal is to make Statistics feel logical, structured and manageable rather than like a collection of unrelated formulas.
Location
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Online from Switzerland
About Me
I am an experienced tutor with many years of teaching students from both the Swiss and international education systems. My main subjects are Mathematics, Physics, Chemistry, Statistics, Economics, Finance and Accounting.

I hold a degree in Business Information Systems from a Swiss University of Applied Sciences, which has given me a strong academic foundation in analytical thinking, mathematics, data, economics and structured problem-solving. Over the years, I have worked with students of very different levels and backgrounds, from secondary school to university, including many international students preparing for demanding examinations.

A large part of my teaching experience is focused on exam preparation. I am familiar with the structure, expectations and typical question styles of both Swiss and international programs, and I help students not only understand the subject, but also learn how to approach exam questions efficiently, clearly and with confidence.

I regularly support students preparing for:

* IB Mathematics AA and AI – SL and HL
Including algebra, functions, calculus, probability, statistics, vectors and exam-style problem solving.

* IB Physics and Chemistry – SL and HL
With a strong focus on understanding concepts, applying formulas correctly and solving structured exam questions.

* SAT Math
Including algebra, advanced mathematics, problem solving, data analysis, geometry and trigonometry, together with strategies for working accurately under time pressure.

* Cambridge and Pearson Edexcel IGCSE / GCSE
Mathematics, Physics and Chemistry, including topic revision, past-paper practice and preparation for final examinations.

* A-Level and International A-Level Mathematics
Including pure mathematics, calculus, statistics, mechanics and exam preparation for Cambridge, Edexcel and similar programs.

* AP Calculus and AP Statistics
For students following American or international school programs and preparing for university-level studies.

* Swiss Gymnasium and Gymi preparation
Mathematics and science support for students who want to strengthen their fundamentals, improve school performance or prepare for entrance and promotion examinations.

* Swiss Matura and Passerelle
Structured preparation in Mathematics, Physics, Chemistry and related quantitative subjects, with a strong focus on exam methods and complete topic understanding.

* University of Applied Sciences and University
Mathematics, Statistics, Finance, Economics and quantitative modules for students at FH, university and other higher-education institutions.

* Accounting, Finance and Economics
Including financial accounting, cost accounting, business mathematics, statistics, microeconomics, finance and other quantitative business subjects.

HOW I TEACH

My lessons are structured, practical and adapted to the individual student. I do not believe in simply giving formulas and expecting students to memorize them. I first make sure the idea behind a topic is clear, then we work through examples step by step, and finally apply the method to exam-style questions.

Depending on the student's needs, lessons can include:

* Building missing fundamentals from the beginning
* Explaining difficult theory in simple language
* Step-by-step problem solving
* Exam-oriented exercises and past papers
* Identifying common mistakes
* Improving speed and accuracy
* Developing a clear method for approaching unfamiliar questions
* Preparing for oral as well as written examinations
* Creating a structured revision plan before important exams
* Working towards stronger grades and more confidence over the long term

WHY STUDENTS WORK WITH ME

I have taught for many years and have worked with students from different schools, countries and educational systems. This experience helps me quickly recognize where a student is struggling and what kind of explanation or practice is most effective.

Some students come to me because they are missing basic concepts. Others already have a good level but want to reach a higher grade or prepare for a demanding examination. My approach changes accordingly.

The goal is always the same: the student should understand what they are doing, know why a method works and be able to apply it independently when the question looks different in the exam.

I place a strong emphasis on consistency, clear structure and realistic exam preparation. Good tutoring should not only help with the next test. It should make the student more independent, more confident and better prepared for the next level of their education.

Whether you are preparing for IB, SAT, IGCSE, A-Level, Swiss Matura, Passerelle, Gymnasium, FH or university, I aim to make difficult subjects feel more manageable, logical and achievable.
Education
I completed my degree in Business Information Systems at a Swiss University of Applied Sciences.

My academic background combines analytical thinking, mathematics, statistics, data, economics, finance and structured problem-solving. This interdisciplinary education has been especially valuable in my teaching, as it allows me to explain quantitative subjects from both a theoretical and practical perspective.

In addition to Mathematics and Statistics, my academic background also gives me a strong foundation for teaching Economics, Finance, Accounting and other business-related subjects at school, technical college and university level.

I continuously work with different Swiss and international curricula and exam formats, which helps me keep my teaching closely aligned with what students are actually expected to understand and apply in their examinations.
Experience / Qualifications
I have several years of experience teaching students from both Swiss and international education systems, from secondary-school level through to university and technical college.

A significant part of my work has involved supporting international students preparing for demanding examinations such as IB Mathematics AA/AI, IB Physics and Chemistry, SAT Math, Cambridge and Pearson Edexcel IGCSE/GCSE, A-Level and International A-Level, as well as AP Calculus and Statistics.

Within the Swiss education system, I regularly support students with Gymnasium, Matura, Passerelle, entrance examinations and university/FH subjects.

My teaching experience includes:

* Mathematics at secondary school, Gymnasium, IB, Matura, Passerelle and university level
* SAT Math and international university admission preparation
* IB Mathematics AA and AI at SL and HL levels
* IB Physics and Chemistry at SL and HL levels
* Cambridge and Pearson Edexcel IGCSE/GCSE Mathematics, Physics and Chemistry
* A-Level and International A-Level Mathematics
* AP Calculus and AP Statistics
* Statistics and quantitative methods
* Economics and Microeconomics
* Finance and Financial Mathematics
* Financial and management accounting
* University and university of applied sciences exam preparation

Over the years, I have taught students with very different goals. Some need to rebuild their fundamentals, while others are already strong students aiming for excellent examination results.

This experience has taught me how important it is to adapt explanations to the individual student. I focus on identifying gaps quickly, explaining difficult concepts clearly and then developing the student's ability to solve problems independently.

My lessons combine subject understanding, structured problem-solving, exam techniques, past-paper practice and strategies for improving accuracy and speed.

My aim is not simply to prepare a student for one test, but to help them become more confident and independent in the subject..
Age
Children (7-12 years old)
Teenagers (13-17 years old)
Adults (18-64 years old)
Seniors (65+ years old)
Student level
Beginner
Intermediate
Advanced
Duration
60 minutes
The class is taught in
German
English
Availability of a typical week
(GMT -04:00)
New York
at teacher icon
Online via webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
I offer structured and individual tutoring for students preparing for the International Baccalaureate, with a particular focus on IB Mathematics, Physics and Chemistry at both SL and HL level.

I have several years of experience teaching international students and supporting them throughout the school year, before mock examinations and during intensive preparation for final IB exams.

The IB requires much more than simply knowing formulas. Students need to understand the concepts, recognise what a question is asking, choose the correct method and apply it confidently under exam conditions.

I support students with:

- IB Mathematics AA – SL and HL
- IB Mathematics AI – SL and HL
- IB Physics – SL and HL
- IB Chemistry – SL and HL

Mathematics topics can include:

- Algebra and equations
- Functions and graphs
- Exponential and logarithmic functions
- Trigonometry
- Sequences and series
- Vectors
- Probability and statistics
- Differentiation
- Applications of derivatives
- Integration
- Differential equations
- Exam-style problem solving

Physics topics can include:

- Mechanics
- Motion and forces
- Energy, work and power
- Momentum
- Thermal physics
- Waves and oscillations
- Electricity and circuits
- Magnetism and fields
- Atomic and nuclear physics
- Calculation-based exam questions

Chemistry topics can include:

- Atomic structure
- Chemical bonding
- Stoichiometry
- Energetics
- Kinetics
- Equilibrium
- Acids and bases
- Redox reactions
- Organic chemistry
- Analytical chemistry
- Calculation-based questions

My lessons are always adapted to the student.

If the fundamentals are weak, we first rebuild the necessary knowledge clearly and step by step. If the student already has a strong level, we focus more on difficult examination questions, accuracy, speed and achieving a higher grade.

Lessons can include:

- Explanation of difficult theory
- Step-by-step examples
- Topic revision
- Homework support
- School test preparation
- Past-paper questions
- Mock exam preparation
- Identification of common mistakes
- Improving exam technique
- Developing faster and more reliable methods

I place strong emphasis on understanding why a method works instead of simply memorising examples.

My goal is to help students become more independent, confident and well prepared for demanding IB examinations
Read more
I provide structured tutoring in Mathematics, Physics and Chemistry for students following the Swiss education system.

I have several years of teaching experience and work with students at different levels, from Sekundarstufe and Gymnasium through to Matura, Passerelle, Fachhochschule and university preparation.

I support students with:

- Sek I
- Sek II
- Gymnasium
- Gymi preparation
- Matura
- Passerelle
- BMS-related subjects
- Entrance examinations
- Promotion examinations
- Fachhochschule preparation
- University preparation

Mathematics topics can include:

- Algebra
- Linear equations
- Systems of equations
- Linear functions
- Quadratic functions
- Powers and roots
- Logarithms
- Trigonometry
- Geometry
- Sequences
- Probability
- Statistics
- Vectors
- Limits
- Differentiation
- Curve analysis
- Maxima and minima
- Inflection points
- Integration
- Differential equations

Physics topics can include:

- Kinematics
- Forces
- Newton's laws
- Friction
- Energy
- Work and power
- Momentum
- Pressure and density
- Heat and thermodynamics
- Electricity
- Circuits
- Magnetism
- Waves
- Oscillations
- Optics

Chemistry topics can include:

- Atomic structure
- Chemical bonding
- Chemical reactions
- Stoichiometry
- Mole calculations
- Redox reactions
- Acids and bases
- Equilibrium
- Organic chemistry
- Calculation-based chemistry

For Matura and Passerelle students, I place particular emphasis on complete understanding and structured examination preparation.

Students are often able to solve exercises that look familiar but become unsure when the same concept is presented differently.

My lessons therefore combine:

- Clear explanation of theory
- Step-by-step examples
- Practice with different question styles
- School examination preparation
- Matura-style questions
- Passerelle-style questions
- Written exam preparation
- Oral exam preparation
- Correct use of formulas
- Identification of recurring mistakes
- Mock examination practice

Each student has different needs.

One student may need to rebuild the fundamentals. Another may already have good grades but want to reach a higher level. A Matura or Passerelle student may require much more intensive exam preparation.

I adapt the lessons accordingly.

My goal is not only to improve the next grade. Students should develop enough understanding and confidence to approach unfamiliar questions independently.
Read more
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► Online Mathematics, Physics & Chemistry Tutor from Switzerland
► GCSE, IGCSE, A-Level, IB & International School Support
I completed my Master’s degree in Business Information Systems at a Swiss University of Applied Sciences, where my main academic focus was strongly connected to Mathematics, Physics, analytical thinking and problem-solving. This technical background shaped the way I teach today: clearly, logically and with a strong focus on real understanding.
► EXTENSIVE EXPERIENCE WITH GCSE, IGCSE, A-LEVEL, IB & INTERNATIONAL SCHOOL STUDENTS
With many years of teaching experience, I have successfully supported students from prestigious schools and highly demanding academic programmes, helping them strengthen their understanding, master exam techniques and achieve excellent progress in Mathematics, Physics and Chemistry.

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► 100% COMMITMENT TO YOUR SUCCESS
With clear guidance, focused practice and a personalized learning strategy, I am fully committed to helping you understand deeply, improve consistently and achieve your strongest possible results.

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► Levels: GCSE, IGCSE, A-Level, IB, International School, Foundation Courses, University Modules
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✅ Targeted review of the program: mastery of essential concepts in physics and chemistry.

✅ Intensive training: baccalaureate-style exercises, exam series and detailed corrections.

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Clear and structured course summaries
Methodology sheets
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Lagrange method, budget constraint, utility maximization, cost minimization, Lagrange multipliers and interpretation of results.

• Linear algebra:
vectors, matrices, matrix operations, determinants, inverse matrices, rank of a matrix, systems of linear equations, Gauss's method and solving systems.

• Sequels and series:
arithmetic and geometric sequences, limits of sequences, convergence, sums, simple series and economic or financial applications according to your program.

• Integrals:
antiderivatives, definite integrals, area under a curve, simple calculation methods, graphical interpretation and applications.

• Financial mathematics:
Simple and compound interest, capitalization, discounting, present value, future value, annuities, monthly payments, equivalent rate, effective rate, loans, repayments, NPV, IRR and basic financial applications.

• Exam preparation:
reading statements, choosing the right method, identifying the formulas to use, typical exercises, past exams, guided corrections and problem-solving methods.

Method of working :

1. We quickly identify the chapters that are causing problems;
2. I re-explain the theory with simple examples;
3. We redo the important exercises together;
4. I will show you how to recognize good reasoning in the exam;
5. We construct a clear method that can be reused independently.

I don't just provide a correction: I explain the reasoning step by step so that you are able to redo the exercises without help.

I have been giving private lessons for over 7 years in mathematics, statistics, economics, and accounting. I have also tutored first and second-year Bachelor's students at Solvay/ULB in mathematics, statistics, and microeconomics as part of a university tutoring program.

My professional experience in finance and business controlling at Deloitte has also allowed me to develop a very structured approach to numbers, analysis, financial models and problem-solving.

Courses available in French or English, online or in person in Brussels or the surrounding area.
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Greetings!

This lesson is only for already existing students that want to mix online webcam sessions with in person lessons. If you're interested in having classes with me, please have a look at my other listed classes.

Thank you for your comprehension!
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Welcome to my fun and friendly English and Mathematics class for beginners! Whether you want to improve your English communication skills or make Mathematics easier to understand, you’re in the right place!

📚 In my class, you will:

🗣️ Practice speaking English through fun conversations and activities
✏️ Learn useful vocabulary, grammar, and everyday English
🔢 Understand basic Mathematics step-by-step
🎯 Practice solving problems with easy-to-follow explanations
🎮 Enjoy interactive activities, games, and engaging lessons
💪 Build confidence while learning at your own pace

Don’t worry if you’re a beginner! Mistakes are part of learning. I will patiently guide you, explain lessons clearly, and make sure you understand before moving forward.

✨ Come and learn with me! Let’s make English and Math simple, enjoyable, and exciting. Book a class today, and let’s take the first step toward becoming a more confident learner! 🌈
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Additional materials + practice qs | Lesson plans | Recording + session notes available

Our time together starts by mapping out a clear goal - better grades, understanding the content at a deeper level, or even the small things like figuring the "diagram bits" out. Whatever the goal, we'll lay it out and build a plan around it.

Each lesson is tailored to this plan, with one common theme - simplify
When they ask to "Assess whether a government tax on producer-side pollutants is the best way to reduce market failure."

We'll know exactly:
- What market failure actually means, and how governments fix it
- How to develop points for an "assess" question
- Which diagram we can use to flesh out our answer (and how to explain it properly)
- and many more pro tips :)
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I am very patient with my students and it is important to me that we take our time to understand concepts rather than rushing through them. Once my students feel comfortable with the underlying concepts of a certain topic, then I like to move forward with exam related questions. :)
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I am a qualified and experienced mathematics tutor. Graduated from the Free University of Brussels in 2011, I started my career by teaching remedial courses in different schools in Brussels. I then specialized in individual academic support by following educational training at the Harvard Graduate School of Education. I have been giving private mathematics lessons daily for over ten years.

The students who follow my private lessons benefit from personalized support. The first session is devoted to an in-depth assessment of the student's mathematical knowledge. The objective is to detect its weak points and understand their origin in order to adapt my courses to its needs. I develop a tailor-made remediation program for each of my students aimed at filling each of their gaps. Over the course of the sessions, the student builds a solid foundation for learning and regains self-confidence. At the same time, I help him acquire a work methodology that allows him to gradually become autonomous in his studies.

I have a thorough knowledge of the mathematics curriculum for middle and high school (from 6th to 12th grade). I am also qualified to support students in preparing for international exams such as the SAT, the OMPT, and the International Baccalaureate (IB) in all its variations: Analysis and Approaches (AA SL/HL) and Applications and Interpretation (AI SL/HL).

Throughout my years of training, I studied and developed numerous techniques that facilitate learning mathematics. The strength of my teaching approach lies in my ability to explain, in simple terms, anything a student finds complicated. I am passionate about this profession because it offers me the opportunity to guide struggling students toward success. It is a true pleasure to see them progress and rediscover their connection with the fascinating world of mathematics.

I offer private tutoring in Paris (at the student's home) or remotely (online). My online lessons take place on an interactive whiteboard. This whiteboard is specifically designed to facilitate student/teacher interaction online. Thanks to this teaching tool, my online lessons are just as effective as in-person lessons. The student only needs an internet connection and a computer, tablet, or smartphone to participate.
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► Online Mathematics, Physics & Chemistry Tutor from Switzerland
► GCSE, IGCSE, A-Level, IB & International School Support
I completed my Master’s degree in Business Information Systems at a Swiss University of Applied Sciences, where my main academic focus was strongly connected to Mathematics, Physics, analytical thinking and problem-solving. This technical background shaped the way I teach today: clearly, logically and with a strong focus on real understanding.
► EXTENSIVE EXPERIENCE WITH GCSE, IGCSE, A-LEVEL, IB & INTERNATIONAL SCHOOL STUDENTS
With many years of teaching experience, I have successfully supported students from prestigious schools and highly demanding academic programmes, helping them strengthen their understanding, master exam techniques and achieve excellent progress in Mathematics, Physics and Chemistry.

► Exam Preparation & Academic Support

► GCSE & IGCSE Mathematics, Physics and Chemistry
I help students build a strong foundation through clear explanations, topic-by-topic revision and carefully selected exam-style practice. My lessons focus on understanding the core ideas, improving calculation skills, avoiding common mistakes and preparing students confidently for their final exams.

► A-Level Mathematics, Further Mathematics, Physics and Chemistry
A-Level subjects require deeper thinking, strong problem-solving ability and excellent exam technique. I support students with advanced concepts, structured revision, challenging practice questions and university preparation, especially for demanding fields such as Engineering, Medicine, Computer Science, Economics and Natural Sciences.

► International Baccalaureate — IB Mathematics, Physics and Chemistry
I provide structured support for both Standard Level and Higher Level students. My focus is on deep conceptual understanding, clear mathematical reasoning, scientific explanation and strong exam performance. Students learn how to approach complex IB-style questions with confidence and precision.

► International School Programmes
I support students following international, bilingual and private school curricula. Since every school can have slightly different expectations, I adapt my teaching to the student’s syllabus, textbook, teacher requirements and exam format, ensuring that the lessons are directly useful for school success.

► University & Foundation Courses
For older students, I offer support in Mathematics, Physics, Chemistry, Statistics and technical modules. I help students understand difficult theory, work through assignments, prepare for exams and strengthen the analytical skills needed for university-level study.

► How I Teach
► I focus on understanding, not memorisation.
I explain concepts step by step until the student truly understands why a method works.
► I adapt every lesson to the student.
Every student learns differently, so I adjust my teaching style, pace and examples individually.
► I simplify difficult topics.
Complex problems become easier when they are broken into clear, logical steps.
► I close knowledge gaps.
I identify missing foundations and rebuild them carefully so the student gains confidence.
► I train exam technique.
Students learn how to read questions properly, avoid common mistakes and solve problems under exam conditions.

► 100% COMMITMENT TO YOUR SUCCESS
With clear guidance, focused practice and a personalized learning strategy, I am fully committed to helping you understand deeply, improve consistently and achieve your strongest possible results.

► My Goal
My goal is not only to improve grades, but to help students become confident, independent and motivated learners. With the right guidance, Mathematics, Physics and Chemistry become clear, logical and much easier to master.
► Subjects: Mathematics, Physics, Chemistry
► Levels: GCSE, IGCSE, A-Level, IB, International School, Foundation Courses, University Modules
► Focus: Understanding, confidence, exam success and long-term academic progress.
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As a teaching professional, I have always enjoyed sharing my knowledge. My goal is to provide quality education. I am aware that some topics may seem complex, but often this is simply the result of an inadequate explanation by the teacher. With me, you will discover a real interest in the material!

We strive together to achieve academic excellence, overcoming the shortcomings and difficulties encountered by your child. Studies will become a pleasant experience for him. In addition to the courses, I can also help with school orientation, identifying their preferences and highlighting the advantages and benefits of a fulfilling educational ambition.

The sessions generally take place according to the following stages:

1️⃣ The first sessions are devoted to the assessment of the student's level in order to detect existing gaps.

2️⃣ Next, we create a personalized plan to address these gaps, including the number of hours of work needed, specific areas to focus on, and appropriate training and development exercises.

3️⃣ We stay in constant contact with the student's class teacher, to keep up to date with the latest requirements and ensure a consistent approach.

4️⃣ Subsequently, I provide exams similar to those that are likely to be asked in class, to prepare the student effectively.

5️⃣ Upon request, I write a regular report, usually monthly, to keep parents informed of their child's progress throughout their course.

I adapt my methodology according to the specific needs of each student, thus offering them a personalized and adapted work approach.

In addition, I offer crash courses for students preparing for the start of the school year, allowing them to start the year well prepared, with a solid lead on the school curriculum.

If you have any questions, do not hesitate to contact me. I will be happy to help you.
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The math, physics, chemistry, and SVT courses of the Swiss maturity program and gymnasium or French programs are done by either in-depth explanations or by a quick course and summary of essential needs according to the case of each student supported by exercises from the book or evaluations and exams from other high schools.
Special program for Matura and Terminales.
As well as for (students in international and European Schools in English, they can have support in Math, Physics, Chemistry and Biology).
For the start of the academic year in Switzerland, support courses for EPSU and ECUS exams.
For the first university year, support courses in Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Mechanics - Electricity - Chemistry - Organic Chemistry - Biology, Geology.
My experience is too long and for years I have learned methods for each case and for each student to fill in their gaps with the best results of Excellent, Very Good, and Good as mentioned by my students.
I can also help students to better prepare for courses and support them to better prepare for the duties of CNED in science subjects.
Guaranteed response within minutes up to 10 hours maximum.
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Experienced statistics and econometrics tutor for foreign students in Istanbul. I have a PhD in economics from Georgetown University and I have a BA in economics from Bogazici University. Over the past 10 years I have worked as an Associate Professor of Economics and Finance in various universities and I tutored university students in various statistics, probability and econometrics courses. I have students from various universities in US and UK including American University, George Washington University, Nottingham University, King's College London, University of Bath, Northwestern University, University of Royal Holloway etc. Please contact me if you need help in any of your statistics and econometrics courses.
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If you’ve ever felt that science and math are difficult, it’s probably because no one showed you how to think like a problem solver.
In my classes, you’ll learn not just formulas or code but how to truly understand concepts, apply them, and build strong logical intuition.

I teach:
• 🔢 Mathematics: From algebra and calculus to applied problem-solving for real-world use.
• 💻 Computer Science: Coding fundamentals (Python, C++), algorithms, and logical thinking for beginners and intermediate learners.
• ⚛️ Physics: Mechanics, thermodynamics, and practical examples that make abstract ideas simple and visual.

As a Software Engineer and Master’s student in Engineering at Nagoya University, I bring both academic knowledge and hands-on experience from real projects. My teaching approach is interactive, visual, and deeply focused on understanding over memorization.

Let’s turn complex problems into clear, step-by-step insights — and make learning something you genuinely enjoy.
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Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it?
This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio).
What we cover, adapted to your level and goals:
- Descriptive and inferential statistics (the ones that actually matter)
- Data cleaning, exploration, and visualization
- Regression, classification, and intro to machine learning
- Time series and forecasting basics
- R for statistical analysis and academic research

Who this is for:
- University students in statistics, economics, engineering, or biology
- Professionals wanting to move into data analysis or data science
- Researchers who need to process and present data properly

I use Python and R professionally as a working engineer — everything I teach comes from real application, not just academic exercises.
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I work with two kinds of students: those preparing to meet university math admission requirements (OMPT, CCVX, VWO), and those already enrolled who need solid support in calculus, linear algebra, differential equations, probability & statistics, or discrete math including students at TUM, ETH Zurich, TU Delft, KTH, EPFL, and RWTH Aachen.
Lessons are in English; I can explain in German where it helps.
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Dear future baccalaureate graduate,

The physics and chemistry exam for the baccalaureate requires a solid grasp of the subject matter, effective methodology, and regular practice. I will guide you through your preparation so you can approach the exam with confidence and composure.

🎯 Why choose this support?

✅ Effective methodology: learn to analyze exercises, organize your answers and manage your time during the exam.

✅ Targeted review of the program: mastery of essential concepts in physics and chemistry.

✅ Intensive training: baccalaureate-style exercises, exam series and detailed corrections.

✅ Personalized follow-up: support adapted to your level, your difficulties and your objectives.

📚 What you get:

Clear and structured course summaries
Methodology sheets
Application exercises
Baccalaureate-style assignments under real-life conditions

My goal is to help you reinforce your knowledge, gain confidence and maximize your chances of success in the baccalaureate exam.

📩 Register now to begin your preparation.
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Welcome to my Maths, Physics and Science tutoring class, crafted especially for young minds preparing for IB MYP, IGCSE, and GCSE exams. As a passionate learner and dedicated tutor, I am committed to helping students not only comprehend but also develop a love for these captivating subjects. Here's what you can anticipate from my tutoring sessions

Personalised Learning: Every learner is unique, and I believe in tailoring my teaching methods to suit each student's individual needs. I don't judge; instead, I concentrate on understanding their strengths and areas for improvement to create a supportive and encouraging learning environment.

Concept Breakdown: I dissect complex topics into simpler, more manageable parts, making it easier for students to grasp challenging concepts and build a strong foundation in Physics and Science.

Student-Centred Approach: I enjoy teaching students and continually strive to ignite their curiosity and passion for learning. I aim to make each lesson engaging and enjoyable, helping students recognise the real-world applications of what they learn.

Shared Strategies: As a student who has successfully qualified for the Engineering Entrance exam test and is currently studying abroad on a fully funded scholarship, I bring my own learning strategies and study techniques to the table. These proven methods will help students achieve their academic goals.

Continuous Improvement: I am always learning and growing, just like my students. This continuous improvement mindset, which I actively promote, inspires and motivates students to strive for their best. It enables me to stay updated with the latest educational trends and techniques, ensuring that my students receive the best possible guidance.

Supportive Environment: I encourage students to ask questions, no matter how trivial they might seem. By creating a friendly and comfortable atmosphere, I ensure that students feel comfortable and open to express their doubts and curiosities, leading to a deeper understanding of the subjects.
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Are you taking a mathematics exam in the second session?
I offer intensive support to review the basics, target important chapters and practice effectively on typical exercises.

I support higher education students, particularly at university, college and Solvay/ULB, to understand important concepts, redo practical exercises and practice on typical exam exercises.

My goal is simple: to help you understand the logic behind the methods, know when to use each formula, recognize the correct reasoning in a statement and gain autonomy when facing exercises.

Subjects covered according to your program:

• Limits and continuity:
Calculation of limits, indeterminate forms, left-hand and right-hand limits, limits at infinity, horizontal, vertical and oblique asymptotes, continuity and behavior of a function.

• Derivatives and function analysis:
rules of differentiation, derivative of a composite, logarithmic derivative, increasing/decreasing, extrema, convexity/concavity, inflection points, variation tables and complete graphical representation.

• Optimization:
maximum/minimum problems, economic optimization, cost functions, revenue, profit, elasticity, choice of method and interpretation of results.

• Functions with several variables:
partial derivatives, gradient, differentials, two-variable optimization, local extrema, Hessian matrix, first-order conditions and economic interpretation according to your course.

• Constrained optimization:
Lagrange method, budget constraint, utility maximization, cost minimization, Lagrange multipliers and interpretation of results.

• Linear algebra:
vectors, matrices, matrix operations, determinants, inverse matrices, rank of a matrix, systems of linear equations, Gauss's method and solving systems.

• Sequels and series:
arithmetic and geometric sequences, limits of sequences, convergence, sums, simple series and economic or financial applications according to your program.

• Integrals:
antiderivatives, definite integrals, area under a curve, simple calculation methods, graphical interpretation and applications.

• Financial mathematics:
Simple and compound interest, capitalization, discounting, present value, future value, annuities, monthly payments, equivalent rate, effective rate, loans, repayments, NPV, IRR and basic financial applications.

• Exam preparation:
reading statements, choosing the right method, identifying the formulas to use, typical exercises, past exams, guided corrections and problem-solving methods.

Method of working :

1. We quickly identify the chapters that are causing problems;
2. I re-explain the theory with simple examples;
3. We redo the important exercises together;
4. I will show you how to recognize good reasoning in the exam;
5. We construct a clear method that can be reused independently.

I don't just provide a correction: I explain the reasoning step by step so that you are able to redo the exercises without help.

I have been giving private lessons for over 7 years in mathematics, statistics, economics, and accounting. I have also tutored first and second-year Bachelor's students at Solvay/ULB in mathematics, statistics, and microeconomics as part of a university tutoring program.

My professional experience in finance and business controlling at Deloitte has also allowed me to develop a very structured approach to numbers, analysis, financial models and problem-solving.

Courses available in French or English, online or in person in Brussels or the surrounding area.
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Greetings!

This lesson is only for already existing students that want to mix online webcam sessions with in person lessons. If you're interested in having classes with me, please have a look at my other listed classes.

Thank you for your comprehension!
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Welcome to my fun and friendly English and Mathematics class for beginners! Whether you want to improve your English communication skills or make Mathematics easier to understand, you’re in the right place!

📚 In my class, you will:

🗣️ Practice speaking English through fun conversations and activities
✏️ Learn useful vocabulary, grammar, and everyday English
🔢 Understand basic Mathematics step-by-step
🎯 Practice solving problems with easy-to-follow explanations
🎮 Enjoy interactive activities, games, and engaging lessons
💪 Build confidence while learning at your own pace

Don’t worry if you’re a beginner! Mistakes are part of learning. I will patiently guide you, explain lessons clearly, and make sure you understand before moving forward.

✨ Come and learn with me! Let’s make English and Math simple, enjoyable, and exciting. Book a class today, and let’s take the first step toward becoming a more confident learner! 🌈
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Additional materials + practice qs | Lesson plans | Recording + session notes available

Our time together starts by mapping out a clear goal - better grades, understanding the content at a deeper level, or even the small things like figuring the "diagram bits" out. Whatever the goal, we'll lay it out and build a plan around it.

Each lesson is tailored to this plan, with one common theme - simplify
When they ask to "Assess whether a government tax on producer-side pollutants is the best way to reduce market failure."

We'll know exactly:
- What market failure actually means, and how governments fix it
- How to develop points for an "assess" question
- Which diagram we can use to flesh out our answer (and how to explain it properly)
- and many more pro tips :)
verified badge
I am very patient with my students and it is important to me that we take our time to understand concepts rather than rushing through them. Once my students feel comfortable with the underlying concepts of a certain topic, then I like to move forward with exam related questions. :)
Good-fit Instructor Guarantee
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