Translated by GoogleSee original

Statistics & Probability – Methodology & Data Analysis (High School & Final Year)

From 36 $ /h

Demystifying probabilities and data processing
Statistics and probability occupy an increasing place in the secondary school curriculum and directly prepare students for the requirements of higher education (economics, medicine, engineering, humanities).

The sessions will include:

Descriptive statistics (means, standard deviations, graphical representations).

Conditional probabilities, probability laws and combinatorics.

Analysis, interpretation of datasets and sampling logic.

Targeted training based on typical exercises and exam problems.

Extra information

Equipment and setup: A computer (or tablet) with a stable internet connection is essential. To ensure the same effectiveness as in-person classes, the course is conducted via webcam and videoconference with screen sharing, allowing us to interact live on a digital whiteboard.

Session preparation: To optimize our working time, I encourage you to send me your course materials in advance (chapters, challenging exercises, past papers, or assignments). This allows me to prepare a customized session and pinpoint your specific difficulties.

Immediate commitment: To get straight to the point and guarantee serious support, a trial lesson or a short webcam chat is not part of my approach. Our first meeting will be a full and structured working session designed to help you progress without delay.

Work environment: Make sure you are in a quiet and conducive place to concentrate before the start of the connection, in order to get the most out of our 60, 90 or 120 minute lessons.

Location

Use Ctrl + wheel to zoom!

At teacher's location :

Rue Gustave Rouanet, Paris, France

Bruxelles, Belgique

Genève, Suisse

Luxembourg

René-Lévesque / Robert-Bourassa, Montréal, QC, Canada

Online from France

About Me

For over 35 years, I have been teaching mathematics, physics and computer science to students of very varied levels: middle school, high school, preparatory classes, university and engineering schools.

Throughout my career, I have observed that difficulties in science do not stem solely from a lack of knowledge. They often arise from a lack of methodology, self-confidence, or appropriate explanations.

My priority is therefore to understand each student's needs in order to offer them personalized support. I explain concepts step by step, with simple examples and a rigorous progression, until the concepts become truly understandable.

My courses take place entirely online, in a serious, supportive, and interactive working environment. Thanks to the digital whiteboard and screen sharing, we solve exercises together in real time, as if we were face to face.

Whether your goal is to pass a test, prepare for the Brevet or the Baccalaureate, validate a university year, prepare for a competition or consolidate your foundations permanently, I offer you my experience as a teacher and a proven method.

Families who trust me particularly appreciate the clarity of my explanations, my patience, and my commitment to helping each student progress.

I would be happy to accompany you on your journey and to build with you a program tailored to your objectives.

Education

My academic and scientific background allows me to support pupils and students of very varied levels, from middle school to higher education.

It includes, in particular:

- PhD in Computer Science, with a specialization in the analysis, modeling and solving of complex problems.
- State Engineering Diploma obtained from a French Grande École, combining solid theoretical knowledge and practical applications.
- Preparatory classes for the Grandes Écoles (CPGE), which gave me in-depth training in mathematics, physics and engineering sciences.

Beyond my qualifications, it is above all my teaching experience that makes the difference. For over 35 years, I have supported pupils and students in their progress by emphasizing understanding, study methods, and autonomy.

My goal is to impart not only knowledge, but also a way of thinking that will enable the student to succeed in the long term, well beyond an exam or competition.

Experience / Qualifications

For over 35 years, I have been teaching mathematics, physics and computer science to pupils and students of very varied levels: middle school, high school, preparatory classes, university and engineering schools.

This experience allowed me to support students with very different profiles: some needed to review the basics, others were preparing for demanding exams or competitions.

Over the years, I have learned that a good explanation is not just about giving the solution, but about helping the student understand the reasoning behind it. That is why I place great importance on working methods, logic, and autonomy.

I adapt each session to the student's level, objectives, and pace. The lessons are interactive and based on progressive exercises, concrete examples, and detailed corrections.

My goal is for each student to finish the session with a stronger understanding, more self-confidence, and a method they can reuse in their studies.

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

90 minutes

120 minutes

The class is taught in

French

English

Arabic

Skills

Statistics

Tutoring

Test prep

Reviews

Availability of a typical week

(GMT -04:00)

New York

At teacher's location and via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Mathematics – Support, Improvement & Baccalaureate/Brevet Exam Preparation (from Middle School to High School)

36 $ /h

Une méthode structurée pour maîtriser les mathématiques
Les mathématiques exigent de la rigueur, de l'entraînement et une parfaite compréhension des mécanismes de base. J'accompagne les élèves du Collège à la Terminale pour surmonter leurs difficultés, consolider leurs acquis et préparer efficacement leurs examens officiels.

Ce que nous abordons ensemble :

Arithmétique & Algèbre : Calcul littéral, équations, inéquations et systèmes.

Analyse & Fonctions : Étude complète de fonctions (affines, polynômes, exponentielles, logarithmes).

Géométrie & Espace : Géométrie plane, vectorielle et vision spatiale.

Données : Probabilités et statistiques descriptives.

Chaque séance vise à transformer la théorie en automatismes de résolution pour aborder les devoirs et examens en toute confiance.

Physics – Understanding, Methodology & Problem Solving (Middle and High School)

36 $ /h

Making physics intuitive and concrete
Physics often poses a challenge because it combines theoretical modeling with mathematical calculations. I help students from middle school to their final year of high school to connect concepts and formulas, enabling them to succeed in their tests and Baccalaureate exams.

Concepts covered:

Mechanics: Motion, forces, speed and energy.

Electricity & Circuits: Fundamental Laws and Voltage Regimes.

Optics & Waves: Propagation, refraction and wave phenomena.

Scientific methodology: Clear writing of reasoning and management of units.

Jaume

4.81

(26)

Learn Spanish in an interactive and personalized way!

Do you want to learn Spanish or improve your current level? In my lessons I adapt completely to your goals, level and learning pace. As a native Spanish speaker and experienced teacher in language schools I provide authentic and effective lessons.

In the lessons we will cover:

Grammar and vocabulary: In a structured and understandable way.
Practical exercises: Focused on speaking, listening, writing and reading.
Personal attention: Each lesson is tailored to your needs.
Whether you are a student who needs extra help or an adult who wants to become fluent in Spanish, I would love to help you achieve your goals.

Send me a message for more information or to schedule a trial lesson. ¡Hasta pronto!

Robert

4.81

(26)

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.

Salah

4.81

(26)

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.

Oliver

4.81

(26)

When I was a young child, I believed I was not a mathematical person.

It wasn't until I met an amazing teacher at age 15 that I discovered my mathematical genius and my life was changed forever.

I'm eternally grateful to that teacher.

My teacher knew that self-image and self-belief is the key to unlocking your child's mathematical abilities.

Everyone is good at maths, but we all have different styles of thinking.

Bad teachers teach every child the same way.

My job is to find your child's style of mathematics and allow him to discover that for himself.

When he discovers that, he will begin to enjoy the beauty and power of mathematics...and then you will see as the grades begin to soar.

👉Click the blue "Contact Oliver" button above and let's discuss how we can unlock your child's mathematical talents! 😊

Ryan

4.81

(26)

(FR/ENGL) Experienced and passionate tutor, I have been supporting students for 6+ years in their mathematics journey, from high school through the beginning of higher education.

🔎 Why choose my lessons?
• Guaranteed progress: my students not only improve their grades, but also gain confidence and independence.
• Personalized teaching: I adapt to each student’s needs (remedial support, exam preparation, advanced learning).
• Engaging and practical lessons: thanks to my degree in Business Engineering (ULB – Solvay School) and my experience as both a high school teacher and a tutor, I enrich my explanations with numerous real-life examples.

🏫 Lesson formats
• At-home tutoring (individual or small group) – available anywhere in Brussels and Wallonia.
• At the teacher’s location – in a classroom near ULB.
• Online or hybrid lessons – interactive and adapted to all profiles using effective digital tools.

💡 My goal: to share not only knowledge, but also a love for learning and solid study methods that will benefit students far beyond the classroom.

Feel free to contact me for any further information; I’ll be happy to help.

Looking forward,
Ryan

Rémi

4.81

(26)

🎓 IS YOUR CHILD PREPARING FOR FRENCH FOR THE INTERNATIONAL BACCALAUREATE (IB)?
I am a native French teacher, based in France, and for over 10 years I have been supporting students from international education systems, including those in the IB Diploma Programme.

📚 COVERED LEVELS
Comprehensive preparation for all three modalities of the IB program:
✅ French ab initio (beginners)
✅ Language B Standard Level (SL - Intermediate Level)
✅ Language B Higher Level (HL - Higher Level)

🎯 IB EXAM COMPONENT WORK
🔹 READING COMPREHENSION (Paper 1)
✅ Speed reading and analysis techniques
✅ Work on a variety of authentic French-language texts
✅ Specific preparation for the IB question format

🔹 WRITTEN PRODUCTION (Paper 2)
✅ Structure of different types of texts (article, essay, letter, blog, speech)
✅ Academic vocabulary and logical connectors
✅ Detailed correction with annotations on IB assessment criteria

🔹 INDIVIDUAL ORAL
✅ Intensive work on visual stimuli and image analysis
✅ Prepare a structured 3-4 minute presentation
✅ Simulations of the conversation section with the examiner
✅ Pronunciation correction (my specialty) to maximize the score

🔹 CORE PROGRAMME THEMES
Specific resources and tailored support for the 5 official IB themes:
✅ Identities
✅ Experiences
✅ Human ingenuity
✅ Social organization
✅ How do we share the planet

🎓 MY METHOD
✅ 100% online course via Microsoft Teams or Google Meet
✅ Lessons in French from the first session
✅ Combination of theory, intensive practice and exam simulations
✅ Personalized support tailored to the level and the exam being targeted
✅ Progress tracking throughout the school year
✅ Regular check-ins with parents upon request

⭐ WHY CHOOSE ME
✅ Native French teacher, based in France (immersion guaranteed)
✅ Trilingual French / Spanish / English → I understand the specific difficulties students face depending on their native language
✅ Specialist in French pronunciation (major advantage for individual oral exams)
✅ 32 five-star reviews on Apprentus, Trusted Teacher badge
✅ Over 10 years of teaching experience, including several IB students guided to graduation

📅 AVAILABLE TIME SLOTS
🔸 Monday to Friday: from 7pm
🔸 Saturday: from 8:30 am
🔸 Sunday: from 9pm
🔸 Other time slots available upon request, including mornings and weekends

📩 FIRST CONTACT
Contact me and specify:
🔸 The student's level (ab initio, SL or HL)
🔸 The approximate date of the exam (May / November)
🔸 The main difficulties identified

I respond within 24 hours, to both students and parents. A comprehensive discussion will be held during our initial contact to define the best preparation plan together.

AbdulRahman

4.81

(26)

🎯 Do you dream of understanding and speaking Modern Standard Arabic fluently — as if it were your native language?
Whether you are starting from scratch or aiming to improve your level, you are in the right place!

In this comprehensive course, you won’t just learn the rules...
You will immerse yourself in the language through real conversations, inspiring readings, and interactive exercises that make you master Arabic more each day!

✨ We train you in the four essential skills with a smart and simplified methodology:
🗣️ Speaking – Discuss a wide range of topics: from daily life to cultural and social issues, and participate in engaging discussions that make Arabic part of your life.
👂 Listening – Practice understanding native speakers in various contexts, from news and audio clips to everyday conversations.
📖 Reading – Comprehend literary, journalistic, and religious texts smoothly, and learn how to analyze ideas and extract meanings easily.
✍️ Writing – Write your articles, messages, and ideas clearly and elegantly, and learn to express yourself correctly and effectively.

🔥 Why choose this course?

Because I use the latest interactive teaching methods, specially designed to match your level and goals!
We rely on proven and effective curricula such as:
• Fath Al-Rahman, Nour Al-Bayan
• Al-Qaidah Al-Nouraniyah / Al-Madaniyah
• Series “Arabic in Your Hands” (adults)
• Series “Arabic for Our Children” (children)
• Series “Play and Learn” (children)
• Series “I Love Arabic”
• Series “The Road to Arabic”
• Series “The Key to Arabic”

💡 Each lesson is carefully designed to make learning enjoyable, practical, and direct. You will be able to use Arabic in daily life, at work, in studies, and even while traveling!

✅ Suitable for all levels: beginner, intermediate, or advanced
✅ Special focus on practical application rather than rote memorization
✅ Supportive, encouraging, and embarrassment-free learning environment
✅ Interactive sessions that make you learn... and enjoy the process at the same time!
✅ Continuous support and personalized guidance to help you progress confidently and quickly

🚀 Don’t let hesitation or fear of complexity stop you!
With the right support, method, and inspiring mentor...
Modern Standard Arabic is not far — it is within your reach!

✨ Modern Standard Arabic is not a language of the past... it is a tool for your present and future.

💬 Book your first lesson today and start your journey to the language of knowledge with confidence, fluency, and pride!

Sara

4.81

(26)

Fueled by passion, purpose, and progress, my classes are dedicated to nurturing bilingualism and a deep appreciation for the French language among Canadian children. My mission, encapsulated in the phrase "French Matters," reflects my unwavering commitment to teaching French exclusively to students from kindergarten through grade 12. By concentrating on this single subject, students are fully immersed in the French language, fostering their bilingual abilities from an early age.

Abel

4.81

(26)

English, French and math courses for secondary school students, whether for homework help or exam preparation.

Language courses are intended for students from 1st to 6th secondary school.

Math lessons for students from 1st to 4th secondary.

Anzim

4.81

(26)

This course covers the entire Statistics curriculum taught at secondary school level in Belgium, from basic concepts to applied data analysis. It is designed to help students understand statistics step by step, improve their results, and prepare confidently for exams.

📘 Full Secondary Statistics Curriculum (Belgium)
🔹 1. Introduction to Statistics
• What is statistics?
• Population and sample
• Types of data: qualitative vs quantitative
• Discrete and continuous variables

🔹 2. Data Collection and Organisation
• Surveys and questionnaires
• Data tables
• Frequency tables
• Absolute and relative frequencies
• Cumulative frequencies

🔹 3. Graphical Representation of Data
• Bar charts
• Pie charts
• Histograms
• Line graphs
• Interpretation of graphs
👉 Focus on reading, analysing, and commenting on graphs, a key exam skill.

🔹 4. Measures of Central Tendency
• Mean (average)
• Median
• Mode
• Choosing the appropriate measure

🔹 5. Measures of Dispersion
• Range
• Interquartile range
• Variance (introductory level)
• Standard deviation (basic interpretation)

🔹 6. Percentages and Index Numbers
• Percentages and percentage change
• Index numbers (simple introduction)
• Practical applications (prices, inflation, trends)

🔹 7. Basic Probability (Introductory Level)
• Random experiments
• Probability of an event
• Simple probability calculations
• Probability in everyday situations

🔹 8. Statistical Interpretation and Critical Thinking
• Interpreting statistical results
• Identifying misleading graphs
• Understanding bias and limits of data
• Drawing conclusions from data

🔹 9. Applied Statistics (Economics & Social Sciences)
• Statistics applied to economics
• Household budgets and consumption data
• Employment and unemployment data
• Real-life case studies

🔹 10. Exam Methodology and Problem-Solving
• Step-by-step problem solving
• How to structure statistical answers
• Common exam mistakes
• Time management during tests and exams

🧠 Teaching Approach
✔ Clear explanations adapted to the student’s level
✔ Progressive learning (from basics to application)
✔ Visual tools and concrete examples
✔ Focus on understanding, not memorisation
✔ Regular practice with exam-style exercises

🎯 Learning Outcomes
By the end of the course, students will be able to:
• Understand and organise data
• Read and interpret graphs correctly
• Calculate and explain statistical indicators
• Apply statistics to real-life situations
• Approach exams with confidence

👨‍👩‍👧 For Parents
This course provides a structured and reassuring framework. Students receive personalised support, and parents may receive regular feedback on progress and difficulties.

Joana

4.81

(26)

Hola,
¿cómo estás?☺️
My name is Joana. I am a native Spanish teacher, with a degree in Spanish Literature and Language and a Master's degree in Spanish as a foreign language (UNED Faculty).
■ Since 2009 I have been working at the Cervantes Institute as an OFFICIAL EXAMINER of DELE diplomas (Diploma in Spanish as a Foreign Language)
(I am fluent in French, so during the course I give all the necessary explanations in French on grammatical rules or vocabulary.
Having extensive teaching experience, I prepare students/adults for all levels of the DELE Spanish Diplomas and for all official Spanish exams within Universities.
● Spanish courses for adults who intend to travel or live in a Spanish-speaking country.
● Specialized fun Spanish courses for children (6-13 years old), audiovisual material, interactive games on the internet, choice of textbooks taking into account their age. Children learn the language through experiences and experiences while having fun.
● Help with school homework/exams for French students (all levels, + preparation for BTS, CNED)
● Spanish courses for adults who use Spanish in a professional context (Business Spanish: tourism/restaurants, law, etc.)
● Spanish pronunciation/phonetics/conversation courses (exercises provided by the Cervantes Institute). During my Master's degree, I specialized in Spanish phonetics for foreigners. Students can achieve a very good level of oral production even if they are beginners* :)
● Written production, grammar, oral and written comprehension.
● Spanish civilization course.
I live in Spain, so I give all my classes on Skype.
Skype classes are very flexible and as effective as face-to-face classes! (100% success rate for all Cervantes Institute DELE diplomas and all university exams!)
■ COMPLETE learning materials provided to all my students according to their personal level/age/interests (DELE preparation manual, grammar book, pronunciation guide, notes, mp3 audios)

I will be happy to read from you.

A greeting,
Johanne :) 👩🏻‍🏫🇪🇸

Luis

4.81

(26)

I offer structured, one-on-one tutoring in physics and mathematics for secondary and university students. Sessions are in English or Spanish, depending on your preference.

What I cover:

-Physics — IB SL/HL, A-Level, IGCSE, Belgian/French secondary, first and second-year university (mechanics, electromagnetism, thermodynamics, waves, modern physics)
-Mathematics — IB SL/HL (Analysis & Approaches), A-Level, IGCSE, calculus, linear algebra, STEM entrance preparation

How sessions work:

-The first session is diagnostic — we identify the actual gaps, set a plan, and decide whether we're a good fit. After that, sessions combine conceptual work, problem-solving, and past-paper practice depending on what's coming up.
I give specific, honest feedback after each session. For younger students, I'm happy to share a short written summary with parents.

Format: Online via video, or at the student's home within Brussels Region.

Quentin

4.81

(26)

Do you want to improve your English, regain confidence in speaking, or progress in your academic studies? I offer personalized English lessons, adapted to each student's level, objectives, and pace.

My courses are primarily aimed at primary, middle and high school students, as well as beginner or intermediate adults wishing to improve their English.

Depending on your needs, we can work:

– oral comprehension and expression;
– grammar and conjugation;
– vocabulary and pronunciation;
– homework help and course review;
– preparation for tests and exams;
– conversation in English;
– the refresher course;
– English useful for travel or work.

Each lesson is tailored to the student's specific difficulties and objectives. My goal is to offer a progressive, practical, and motivating learning experience in a supportive environment.

An initial exchange will allow us to assess the student's level and to build a suitable program.

Iason

4.81

(26)

Are you having difficulties in biology or science, or do you simply want to better understand the subject matter and improve your results?

I offer private lessons tailored to primary and secondary school students, with a simple, progressive and personalized approach.

The goal is not just to learn the material by heart, but above all to understand it so that it can be easily reused during exercises, tests and exams.

Depending on the student's needs, we can work on:

- understanding of the concepts seen in class;
- exercises and homework;
- preparing for tests and exams;
- the refresher course;
- the working method and memorization;
- the specific difficulties encountered by the student.

Each lesson is tailored to the student's level and pace. I take the time to identify any difficulties in order to create a truly personalized learning experience.

Whether it's to catch up, prepare for an exam or simply gain self-confidence, the goal is to enable the student to make lasting progress.

Elysa

4.81

(26)

A graduate with a double-degree bachelor's degree in literature and history, currently pursuing a master's degree in EU studies, I offer French tutoring for native speakers as well as for children and students whose first language is not French. I also offer English (as a foreign language) tutoring.