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Professeur fiable
Ce professeur a un délai et un taux de réponse très élevé, démontrant un service de qualité et sa fidélité envers ses élèves.
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Depuis juin 2025
Professeur depuis juin 2025
Statistics, Probability & Quantitative Methods – IB, AP, SAT, FH & University
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Àpd 42 Fr /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.
Lieu
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En ligne depuis Suisse
Présentation
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 programmes, 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 programmes.

* AP Calculus and AP Statistics
For students following American or international school programmes 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.

* Fachhochschule 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 memorise 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 recognise quickly 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, Fachhochschule 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.
Expérience / Qualifications
I have several years of experience teaching students from both Swiss and international education systems, from secondary-school level through to university and Fachhochschule.

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 level
* IB Physics and Chemistry at SL and HL level
* 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 Fachhochschule 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
Enfants (7-12 ans)
Adolescents (13-17 ans)
Adultes (18-64 ans)
Seniors (65+ ans)
Niveau du Cours
Débutant
Intermédiaire
Avancé
Durée
60 minutes
Enseigné en
allemand
anglais
Disponibilité semaine type
(GMT -04:00)
New York
at teacher icon
Cours par 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
Lire la suite
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.
Lire la suite
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many people face problems while studying scientific subjects , so if you one of them and you need a small or big help , I am here to help you to face any obstacle you may have in the matter.
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science has always been a passion of mine.
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Don't settle for anything less than excellence.
I am an Aerospace Engineer with a Master's degree in Quantum Physics and have completed Ph.D. work at the University of Cambridge in Computational Physics. Additionally, I have 4 years of experience developing MATLAB and possess deep programming skills in MATLAB/Simulink family, C/C++, Fortran, and Python.

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My lessons are customized to meet each student's unique needs and are designed to be engaging and insightful.

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- University levels (undergraduate and postgraduate).
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- Extensive experience working with children.

Every lesson is meticulously planned in advance to ensure that it aligns with your goals and targets areas for improvement.
I prioritize a dynamic and interactive learning experience, with one-on-one sessions tailored to your individual requirements. Lessons will be conducted via webcam, enabling you to connect from anywhere.

I have a highly flexible schedule and can adapt to accommodate your needs.
If you have any questions about my teaching method, availability, or pricing, please don't hesitate to reach out. I am here to assist you and provide the support you need.
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Module 1: Consolidation of Foundations (Basic Algebra and Analysis)

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In-depth review of derivatives and the study of functions (variation tables, asymptotes).

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Are you taking a mathematics exam in the second session?
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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.

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Subjects covered according to your program:

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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:
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• 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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I offer private mathematics lessons for all levels from secondary school (from first to last year) up to university level (bachelor's degree).

A computer science and applied mathematics engineer (PhD in applied mathematics), I am currently pursuing a Master's degree in mathematics. I have also completed teacher training (agrégation) and taught mathematics at Collège Saint-Pierre (Uccle) as well as in two European Schools, in French.

I have the official certificate allowing me to teach in French. Although I am a native Dutch speaker, I can therefore teach without difficulty in French (and also in English).

My goal is not just to help solve exercises, but to truly make mathematics understandable. I pay particular attention to the structure of the reasoning, the clarity of the explanations, and the step-by-step progression.

I particularly help pupils and students who:
– wish to consolidate their bases
– lack confidence in mathematics
– are preparing for an exam or a transition to higher education
– want to deepen their understanding

My method is based on simple, rigorous explanations adapted to the student's level, as well as carefully chosen exercises to develop autonomy, confidence and work methods.

FOR REMOTE COURSES, I USE A GRAPHICS TABLET WITH A STYLUS, WHICH ALLOWS ME TO WRITE AS ON A WHITEBOARD, VISIBLE IN REAL TIME BY THE STUDENT VIA SCREEN SHARING.
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Currently in Master 2 of Random Modeling at the University of Paris Cité, after a rigorous research Master focused on dynamic systems, I dedicate my expertise to Bachelor (L1, L2, L3) and Master (M1) students facing the demands of scientific and economic fields.

Objective: Zero obstacles. A targeted support system to help you pass your exams and entrance exams.
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Mathematics and science are essential subjects for students wishing to pursue higher education in fields such as medicine or engineering. Through my courses, students will learn to think scientifically, to connect theory and practice in the world of science, and above all, to love science.
With a touch of good atmosphere combined with a coherent explanatory methodology, my courses are perfect for curious students who want to learn without ever getting bored.
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Hello !
Currently a second-year undergraduate student in languages (English and Spanish) at the University of Lille, I offer private lessons, homework help and academic support.

What I propose:

- Primary & Secondary School:
> Comprehensive homework help: regular support to ensure proper understanding of lessons and homework.
> Support in general subjects: review of the basics (mathematics, French...), organizational methods and practical exercises to progress with confidence.

- Middle School & High School:
> English & Spanish: strengthening of grammatical foundations, enrichment of vocabulary, work on pronunciation and training in oral and written expression (preparation for tests, continuous assessment, general fluency).

- Special High School – STMG Track:
Having myself obtained a STMG baccalaureate, I am thoroughly familiar with the curriculum and requirements of this track. I can therefore effectively support and guide first and final year STMG students in their specific subjects, exam methodology, and baccalaureate preparation.

My method:
Patient, attentive, and caring, I adapt each session to the student's pace. My goal is to restore their confidence, teach them effective study methods, and help them progress smoothly.
Lessons can take place at your home or via video call, depending on your preference. Feel free to contact me to discuss your needs!
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Contacter Kian
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Le premier cours est couvert par notre Garantie Le-Bon-Prof
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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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A highly experienced Franco-Belgian teacher (ook in het nederlands!) offers private lessons in mathematics (including finance), probability and statistics, as well as physics, chemistry, and biology for secondary and higher education levels. For physics, chemistry, and biology, the instruction is tailored to the secondary level, specifically up to the 5th year of secondary education in Belgium.

Whether you prefer lessons at your place, my place, or remotely, I am flexible to accommodate your needs. If necessary, I can travel to your home in Brussels, Walloon and Flemish Brabant, with a minimum duration of 2 hours per session. The lessons are designed to provide extensive practice with numerous exercises. Distance learning options are also available through platforms such as Skype, Facebook, etc. Please note that for students in France, only distance learning courses are provided.

In mathematics, I specialize in various topics and frequently provide lessons covering the entire secondary school curriculum, including math 6 and higher. These topics encompass factorization, equations of the 1st and 2nd degree (with in-depth study of parabolas), limits, derivatives, integrals, exponentials and logarithms, as well as trigonometry. Additionally, I am occasionally called upon to teach analytical geometry in space, including equations of lines and planes.

For statistics and probabilities, I provide instruction in descriptive and inferential statistics (univariate and bivariate), covering confidence intervals and hypothesis tests, applicable to secondary and higher education levels.

Feel free to reach out to me to discuss and arrange the lessons based on your specific needs and availability. My aim is to help you enhance your skills effectively and provide personalized instruction. By tailoring the lessons to your requirements, we can ensure rapid progress in your studies.
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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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With over 18 years of experience, I offer private lessons in Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Chemistry - Biology, Geology to students in French or international (English) programs, including Terminale, Bac, 1ère, Seconde, Brevet, competitive exams and university preparatory classes for medical or first-year university students, either at home or online using a virtual classroom method with a shared interactive whiteboard, in addition to Zoom for communication.
Homework help for CNED students.
For more information, do not hesitate to contact me, answer in a few minutes up to 12 hours maximum..
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Propulsez votre potentiel académique et technique

Dans un monde où les sciences et le numérique sont omniprésents, la maîtrise des mathématiques, de la physique et de l'informatique constitue un avantage stratégique majeur. Que vous visiez une mention, une intégration en classe préparatoire ou un virage vers les métiers du code, le programme L’Accélérateur Scientifique est conçu pour transformer vos capacités en résultats concrets.

Ce coaching intensif dépasse le simple cadre de l'aide aux devoirs. Il s'agit d'une immersion structurée visant à développer une logique de résolution rigoureuse et une compréhension profonde des systèmes complexes.
Pourquoi choisir ce programme de coaching ?

Synergie STEM : Une approche intégrée qui crée des ponts entre les théories mathématiques, les lois physiques et leur mise en application informatique.

Méthodologie de Haute Performance : Apprenez à décomposer un problème, à structurer une démonstration et à optimiser votre temps lors des épreuves.

Environnement d'Apprentissage Dynamique : Séances interactives en ligne avec partage d'écran, outils de collaboration en temps réel et supports numériques de pointe.

Expertise Multidisciplinaire : Un interlocuteur unique pour maîtriser les trois piliers scientifiques, garantissant une cohérence pédagogique totale.

Accompagnement Stratégique : Un suivi personnalisé qui identifie vos lacunes spécifiques pour les transformer en forces durables.

Architecture du Programme
1. Mathématiques : Rigueur et Analyse

Ce module vous prépare à l'exigence des cursus scientifiques d'élite :

Fondamentaux et Algèbre : Arithmétique, polynômes, résolution d'équations et inéquations complexes.

Analyse Avancée : Limites, continuité, calcul différentiel et intégral (dérivées, intégrales, équations différentielles).

Géométrie et Espaces : Trigonométrie, vecteurs et géométrie analytique.

Probabilités et Statistiques : Modélisation du hasard et analyse de données.

2. Physique : Maîtrise des Systèmes et Intuition

Comprendre les mécanismes du monde réel par l'application des lois fondamentales :

Mécanique Classique : Étude des forces, de l'énergie et de la dynamique Newtonienne (F=ma).

Électromagnétisme et Circuits : Lois de Kirchhoff, champs électriques et magnétiques.

Optique et Ondes : Propagation, interférences et phénomènes de réfraction.

Thermodynamique et Physique Moderne : Échanges d'énergie et initiation aux concepts quantiques.

3. Informatique : Logique, Algorithmique et Développement

De la compréhension de la machine à la création de logiciels complexes :

Maîtrise des Langages : Apprentissage approfondi de Python, C/C++ ou Java.

Algorithmique Supérieure : Structures de données (listes, arbres, graphes), récursivité et optimisation de la complexité.

Programmation Orientée Objet (POO) : Design patterns, classes et gestion de la mémoire.

Spécialisation NSI : Préparation intensive aux épreuves du Baccalauréat et aux concours d'entrée en écoles d'ingénieurs.

Méthodologie Pédagogique

L'Apprentissage par le Défi : Chaque session alterne entre rappels théoriques concis et résolution de problèmes de haut niveau.

Mentorat Personnalisé : Un dialogue constant pour lever les blocages psychologiques et renforcer la confiance en soi face à la difficulté.

Entraînement en Conditions Réelles : Utilisation d'annales de concours et de projets de code réels pour valider les acquis.

Outils Modernes : Utilisation d'IDE professionnels (VS Code, PyCharm) et de logiciels de calcul formel.

Profils Concernés

Ce programme s'adresse aux profils déterminés :

Lycéens et Étudiants en CPGE/Licence cherchant une progression fulgurante.

Candidats aux concours scientifiques (écoles d'ingénieurs, certifications).

Développeurs débutants souhaitant asseoir leur pratique sur des bases mathématiques solides.

Esprits curieux désireux de comprendre les rouages technologiques de notre époque.

Engagez votre progression dès aujourd'hui

Ne laissez pas le doute freiner vos ambitions. En rejoignant L'Accélérateur Scientifique, vous choisissez une expertise qui allie rigueur académique et agilité technique.

Inscrivez-vous pour votre première séance de coaching et transformez votre vision des sciences.
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many people face problems while studying scientific subjects , so if you one of them and you need a small or big help , I am here to help you to face any obstacle you may have in the matter.
I am a medical student at the medecine school of tunis.
science has always been a passion of mine.
so I intend to make a personalised plan to each student according to his difficulties and help him overcome them step by step .
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Don't settle for anything less than excellence.
I am an Aerospace Engineer with a Master's degree in Quantum Physics and have completed Ph.D. work at the University of Cambridge in Computational Physics. Additionally, I have 4 years of experience developing MATLAB and possess deep programming skills in MATLAB/Simulink family, C/C++, Fortran, and Python.

With over 12 years of tutoring experience, I have successfully guided more than 50 students worldwide to achieve distinction in various fields. Consistent results are my priority, and I strive for excellence in all aspects of my teaching.

My lessons are customized to meet each student's unique needs and are designed to be engaging and insightful.

Whether you are at a school level or require advanced or professional-level instruction, I offer support in the following areas:
- Preparation for IB/IA, A-Levels, GCSE, University Entry, or equivalent.
- Experience in preparing students to access world-class schools and universities, including Cambridge University, Oxford, Ivy League and other top institutions in the UK and US.
- University levels (undergraduate and postgraduate).
- High school studies and diploma programs.
- Assistance with specific projects at a professional level, including job interview preparation.
- Extensive experience working with children.

Every lesson is meticulously planned in advance to ensure that it aligns with your goals and targets areas for improvement.
I prioritize a dynamic and interactive learning experience, with one-on-one sessions tailored to your individual requirements. Lessons will be conducted via webcam, enabling you to connect from anywhere.

I have a highly flexible schedule and can adapt to accommodate your needs.
If you have any questions about my teaching method, availability, or pricing, please don't hesitate to reach out. I am here to assist you and provide the support you need.
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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 hold a Doctorate in Pharmacy and 2 Masters degrees from the University of Paris V René-Descartes.
Since the beginning of my higher education, and since I established myself as a freelancer after 10 years of managerial career in the pharmaceutical industry, I have been used to regularly giving private lessons to pupils and students of all levels, Primary, Secondary and Higher, supporting them until they pass their exams.
The main disciplines in which I support students are essentially scientific.
The perspectives offered are transdisciplinary.
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The final year of secondary school is approaching, and with it, the famous high school diploma! The mathematics program in the final year (whether in Classical or General education) is demanding and requires a solid foundation.

This support from the beginning of the year is specifically designed for students in the Luxembourg system who are transitioning from 2nd to 1st year of secondary school. The goal is to start now to consolidate existing knowledge, fill any gaps in understanding, and get a head start on the curriculum for the start of the academic year, allowing them to approach their final year of secondary school with confidence and composure.

🎯 Immediate objectives:

Review of 2nd year basics: Identify and correct the blocking points from the previous year.

Preparing for the 1st year program: A gentle introduction to the first major chapters to avoid the shock of starting school.

Baccalaureate methodology: Learning to write a clear essay, justify one's reasoning and manage one's time when faced with a complex problem.

📚 Sample program (Adaptable according to the student's section - B, C, D, G, etc.):

Module 1: Consolidation of Foundations (Basic Algebra and Analysis)

Perfect mastery of algebraic calculation, fractions and powers.

Solving complex equations and inequalities.

In-depth review of derivatives and the study of functions (variation tables, asymptotes).

Module 2: Introduction to the key concepts of the 1st

Introduction to logarithmic and exponential functions (ln and exp).

Introduction to integral calculus (calculating areas).

Depending on the section: Complex numbers, analytic geometry in space, or probability/statistics.
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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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I offer private mathematics lessons for all levels from secondary school (from first to last year) up to university level (bachelor's degree).

A computer science and applied mathematics engineer (PhD in applied mathematics), I am currently pursuing a Master's degree in mathematics. I have also completed teacher training (agrégation) and taught mathematics at Collège Saint-Pierre (Uccle) as well as in two European Schools, in French.

I have the official certificate allowing me to teach in French. Although I am a native Dutch speaker, I can therefore teach without difficulty in French (and also in English).

My goal is not just to help solve exercises, but to truly make mathematics understandable. I pay particular attention to the structure of the reasoning, the clarity of the explanations, and the step-by-step progression.

I particularly help pupils and students who:
– wish to consolidate their bases
– lack confidence in mathematics
– are preparing for an exam or a transition to higher education
– want to deepen their understanding

My method is based on simple, rigorous explanations adapted to the student's level, as well as carefully chosen exercises to develop autonomy, confidence and work methods.

FOR REMOTE COURSES, I USE A GRAPHICS TABLET WITH A STYLUS, WHICH ALLOWS ME TO WRITE AS ON A WHITEBOARD, VISIBLE IN REAL TIME BY THE STUDENT VIA SCREEN SHARING.
verified badge
Currently in Master 2 of Random Modeling at the University of Paris Cité, after a rigorous research Master focused on dynamic systems, I dedicate my expertise to Bachelor (L1, L2, L3) and Master (M1) students facing the demands of scientific and economic fields.

Objective: Zero obstacles. A targeted support system to help you pass your exams and entrance exams.
verified badge
Mathematics and science are essential subjects for students wishing to pursue higher education in fields such as medicine or engineering. Through my courses, students will learn to think scientifically, to connect theory and practice in the world of science, and above all, to love science.
With a touch of good atmosphere combined with a coherent explanatory methodology, my courses are perfect for curious students who want to learn without ever getting bored.
verified badge
Hello !
Currently a second-year undergraduate student in languages (English and Spanish) at the University of Lille, I offer private lessons, homework help and academic support.

What I propose:

- Primary & Secondary School:
> Comprehensive homework help: regular support to ensure proper understanding of lessons and homework.
> Support in general subjects: review of the basics (mathematics, French...), organizational methods and practical exercises to progress with confidence.

- Middle School & High School:
> English & Spanish: strengthening of grammatical foundations, enrichment of vocabulary, work on pronunciation and training in oral and written expression (preparation for tests, continuous assessment, general fluency).

- Special High School – STMG Track:
Having myself obtained a STMG baccalaureate, I am thoroughly familiar with the curriculum and requirements of this track. I can therefore effectively support and guide first and final year STMG students in their specific subjects, exam methodology, and baccalaureate preparation.

My method:
Patient, attentive, and caring, I adapt each session to the student's pace. My goal is to restore their confidence, teach them effective study methods, and help them progress smoothly.
Lessons can take place at your home or via video call, depending on your preference. Feel free to contact me to discuss your needs!
Garantie Le-Bon-Prof
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Contacter Kian