📌 Private lessons – Probability, Statistics & Data Analysis (Bachelor’s & Master’s)

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From 27 £ /h

📌 Private lessons – Probability, Statistics & Data Analysis (Bachelor’s & Master’s)

You are a Bachelor's or Master's student and you wish to:

Understand in depth the concepts of probability and statistics,

Master data analysis tools (statistical methods, inference, tests, modeling),

Develop mathematical rigor and the ability to apply it to concrete cases,

Preparing for your exams, university projects or dissertations?

👉 I offer personalized courses to meet the specific needs of students in mathematics, economics, management, engineering sciences or any field requiring a solid background in statistics.

👨‍🏫 About me

Mathematics graduate

Master's degree in mathematics training

24 years of experience in higher education and monitoring undergraduate and graduate students.

Specialist in probability, applied statistics and data analysis.

🎯 What I offer you

Clear explanations of theoretical concepts with concrete examples.

Support in solving exercises and preparing for exams.

Practical training in data analysis (descriptive methods, estimation, tests, regressions, PCA, etc.).

Use of statistical software (R, Python, SPSS, SAS according to your needs).

Methodological monitoring for your projects, dissertations and research reports.

📚 Areas of intervention

Probabilities (random variables, probability laws, expectation, variance, law of large numbers, central limit theorem).

Inferential statistics (estimators, confidence intervals, hypothesis tests).

Linear regression and statistical models.

Multivariate analysis and classification methods.

Introduction and in-depth study of Data Science.

📌 Organization of courses

In-person or online courses (interactive whiteboard, file sharing, corrected exercises).

Possibility of regular monitoring or intensive one-off sessions.

Adaptation of content according to your university program.

✨ My goal

Allow you to master both theory and practice, in order to pass your exams and develop real skills in data analysis useful for research and the professional world.

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👉 Contact me to define your goals and establish a program adapted to your needs.

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Would you like me to write a combined version that brings together the two advertisements (prep courses + bachelor's/master's) to have a single, versatile advertisement on Apprentus, or would you prefer to keep two separate, targeted advertisements?

Location

Online from Morocco

About Me

Experienced mathematics teacher for preparatory classes

A qualified mathematics teacher with a master's degree in mathematics from Paris-Dauphine University, I have over 20 years of experience teaching preparatory classes for the grandes écoles (scientific and commercial). A specialist in entrance exams for engineering and business schools, I help students master fundamental concepts, deepen their understanding of methods, and solve challenging exercises.

My teaching approach is based on rigor, clarity, and adapting to the specific needs of each student. I make it a point of honor to develop their analytical skills, their problem-solving skills, and their self-confidence in the face of challenges.

If you would like structured and effective support to maximize your chances of success in the competitive exams, do not hesitate to contact me.

Education

Education and academic background

With a bachelor's degree in Mathematical Sciences, I continued my graduate studies at Paris-Dauphine University, where I obtained a master's degree in mathematics. Specializing in probability, statistics, analysis, and algebra, I developed in-depth expertise in these fields, allowing me to acquire a solid theoretical and applied mastery of mathematics.

Subsequently, I obtained the agrégation in mathematics, attesting to a high level of pedagogical and disciplinary competence. With this demanding training, I devoted more than 20 years to teaching mathematics in preparatory classes for the grandes écoles, both for scientific and commercial courses.

My background allows me to effectively support students in their preparation for competitive exams, by teaching them rigorous methods and an analytical approach essential to success.

Experience / Qualifications

Experience in teaching, support and scientific research

With over 20 years of experience teaching mathematics, I have supported generations of students in scientific and business preparatory classes as they prepare for the competitive entrance exams to the Grandes Écoles. My teaching approach is based on clarity, rigor, and adaptation to the specific needs of each student. I have taught both lectures and tutorials, covering diverse areas such as algebra, analysis, probability, and statistics.

Alongside my teaching commitment, I also provided personalized support courses to help students overcome difficulties, deepen their knowledge, and develop effective strategies for written and oral exams. My experience has allowed me to identify key areas to focus on to maximize their chances of success in competitive exams.

In terms of scientific research, I have worked on various topics in pure and applied mathematics, particularly in probability and statistics. My academic career has given me the opportunity to explore advanced issues and contribute to research related to these disciplines. This experience now allows me to integrate more in-depth perspectives into my teaching, linking theory with real-world applications.

Thanks to this dual expertise in teaching and research, I offer a comprehensive approach that combines academic rigor and effective pedagogy to support students towards excellence.

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

French

English

Skills

Statistics

Availability of a typical week

(GMT -04:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Private lessons in Mathematics and Physics – Preparatory classes and universities

27 £ /h

📌 Private lessons in Mathematics and Physics – Preparatory Classes

You are in scientific preparatory classes (MPSI, PCSI, PTSI, ECS, ECE, BCPST, etc.) and you wish to:

Consolidate your foundations in mathematics and physics,

Develop effective resolution methods,

Prepare yourself for the competitive exams with rigor and serenity,

Improve your results with tailor-made support?

👉 I offer intensive and personalized support courses adapted to the requirements of preparatory classes.

👨‍🏫 About me

Master's degree in mathematics training

Mathematics Aggregation

24 years of experience in teaching mathematics and physics, both at secondary level and in preparatory classes and at university.

Specialist in supporting students towards success in competitive exams.

🎯 What I offer you

Clear and detailed explanations of complex concepts, with course reminders.

Rigorous methodology for solving typical competition exercises.

Personalized monitoring according to the student's level and objectives.

Training in writing and reasoning required in preparatory classes.

Targeted preparation for oral and written competitive exams.

📚 Areas of intervention

Mathematics: analysis, algebra, probability, geometry, optimization, differential equations...

Physics: mechanics, electricity, thermodynamics, optics...

📌 Organization of courses

Private lessons in person or online (via interactive whiteboard and shared materials).

Possibility of regular courses or intensive courses during the holidays.

Adaptation of the pace according to your needs (refresher, weekly monitoring, targeted preparation for competitions).

✨ My goal

To give you not only an understanding of the concepts, but also the essential working method to succeed in prep and gain confidence.

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👉 Do not hesitate to contact me to discuss your needs and set up a suitable work plan.

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Do you want me to reword it in a more concise and punchy version (marketing style) or keep this long and detailed format?

Yas

5.0

(7)

Are you looking for a competent math teacher to support your child in Mathematics? Look no further!

I offer private math lessons tailored to primary, middle, and high school students at an affordable rate.

With my experience and passion for mathematics, I am convinced that I can help your child develop their skills and achieve their academic goals.

Whether you need regular support throughout the school year or intensive preparation for specific exams, I adapt to individual needs.I adapt to the individual needs of each student.

I am patient, pedagogical, and I use interactive and fun teaching methods to make mathematics more accessible and interesting.

Here is an overview of the services I offer:

🔹 Academic support and personalized follow-up
🔹 Explanation of mathematical concepts
🔹 Problem-solving
.
🔹 Exam and assessment preparation
🔹 Strengthening mathematical foundations

Don't hesitate to contact me right now to book a session or to get more information.

Together, we can make mathematics an exciting and rewarding subject for your child!

Book now to give your child a chance to shine in math!

Looking forward to working with you and helping your child progress in the world of numbers and equations.

Robert

5.0

(7)

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.

Adam

5.0

(7)

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.

Tim

5.0

(7)

Need help with math and science (physics, chemistry, etc.)? As a 33-year-old civil engineer, I'm happy to help! I'll learn at your own pace, using plenty of examples to illustrate the material. I have years of experience teaching both simple and complex subjects.

The lessons run as follows. First of all, together we look for the student's biggest stumbling blocks. These can be related to the subject matter as well as to the study method. From there, I continue to work at the pace of the student and encourage them to ask as many questions as possible. I also give them tips and tricks, and improve their working methods where necessary. During the lesson I give many examples to make the subject matter more interesting and we solve exercises together. Once the student has mastered the exercises from the lesson, I give some more challenging exercises to also test on the deeper understanding of the subject matter. In this way I try to optimally prepare the student for his / her test or exam.

However, learning should also be enjoyable. That is why I always strive for a good relationship with the student through a spontaneous and positive approach. I am also very patient. All this lowers the barrier to ask questions and improves the student's learning process.

Are you interested? Do not hesitate to contact me!
See you soon!

Tim

Madara

5.0

(7)

I am a Doctor of Psychology (PhD) and researcher with extensive experience in teaching and mentoring. Since October 2016, I have successfully tutored undergraduate, postgraduate, and Ph.D. students, as well as professionals, in areas including Psychology (AS, A-level (AQA or other exam boards), and degree level), Statistics, Data Analysis, SPSS, Jamovi, JASP, R/RStudio, Research Methods, and in support of research projects, theses, and dissertations.

I specialise in Clinical Psychology, particularly reading disabilities and dyslexia, though I also have strong knowledge across other areas of psychology, research methodology, and data analysis, with expertise in SPSS.

I offer individual, live, one-to-one online sessions via Zoom, tailored to your learning goals. I can also recommend relevant literature and provide resources from my own curated database to support your studies and research.

Amin

5.0

(7)

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.

Salah

5.0

(7)

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.

Medo

5.0

(7)

With over 12 years of experience teaching mathematics

in high school, I offer math support lessons.

Class description: As a highly qualified mathematics teacher, graduated from the teachers' college and with 11 years of teaching in public high schools, I offer tutoring courses in mathematics at home.

My courses are aimed at students in the 2nd and 1st general classes, Terminale specialty of the French system, as well as for the 5th, 4th and 3rd levels of the college. T and Common Core Sciences, Technological TC, 1st Bac Experimental Sciences, final year of all sectors (SVT-PC-SC.Math-L),

My primary objective is to help students improve their level, deepen their knowledge, fill their gaps and improve in the discipline of mathematics. I also offer support in the preparation of exams and competitions for access to major schools, as well as homework help for overall success in the subject.

With my advanced math skills, I am committed to providing effective tools and techniques to help my students progress. My interactive, student-centered teaching approach allows for a deeper understanding of mathematical concepts and practical application of acquired knowledge.

By choosing my mathematics tutoring courses, students can expect individual attention and personalized help to overcome their difficulties and achieve their goals. I am confident in my skills to help students of all levels progress and succeed in this demanding subject.

My dynamic and stimulating teaching methods aim to help students acquire self-confidence that will follow them throughout their lives.

Medo

5.0

(7)

With 14 years of experience teaching mathematics in middle and high school, I offer you tailor-made support to help you progress in math. Whether you want to fill in your gaps, prepare for an exam (brevet, baccalaureate) or simply deepen your knowledge, I am here for you. My private lessons, given online or at home, are adapted to your pace and your specific needs. I guarantee you a clear and effective pedagogy, as well as personalized follow-up to help you succeed. Specializing in 3rd, Brevet and Terminale levels, I help you acquire the methods and tools necessary to master mathematics and enjoy learning them.
My goal is to help you improve your math skills quickly and prepare effectively for the bac/brevet. I am also attentive to students experiencing academic difficulties and I can offer you personalized support to overcome your difficulties.
I am considered one of the best online math tutors. I also offer math support for French mission students and math help for international students wishing to follow the French curriculum.
I offer a full range of services in mathematics:

Private lessons: at home or online
Personalized academic support: for all levels and all programs
Preparation for exams: brevet, baccalaureate, competitive examinations
Homework help: for regular monitoring
Intensive courses: for rapid progress
Specific support: for students in difficulty, students on French missions, international students
Thanks to my personalized math lessons, you will be able to:

Understand the concepts in a clear and simple way
Solve the exercises with ease
Gaining self-confidence
Pass your exams with flying colors
I am here to help you discover the fun of mathematics and reveal your potential.

Feel free to contact me for more information.

Brent

5.0

(7)

Are you drowning in countless formulas? Is your head starting to explode with equations and graphs? Don't panic! Math doesn't have to be a stumbling block. With the right explanation and a calm approach, it often becomes much clearer. Together, we'll tackle it step by step, at your pace.

For whom?
- Students from primary and secondary education
- Children and young people preparing for exams or tests
- Anyone who wants to give mathematics a second chance, including adults

What can you expect?
- I explain the often complicated mathematical language in clear, human language
- Focus on insight, not just learning tricks and formulas by heart
- Exercises that we tackle together
- Space for questions, repetition and building self-confidence
I can also prepare exercises and even complete practice exams myself.

About me
I'm currently pursuing my Master's degree in Data Science/Analytics at the University of Antwerp. In high school, I had seven hours of math a week and always passed my exams with high marks. I've been happily tutoring students of various levels for several years now. I'm analytical, but also calm, patient, and good at sensing exactly where things are going wrong.

Practical:
- 1-on-1 lessons, online, at my place or at yours (if you don't live too far away)
- We will go through your material together or I will provide my own material
- Your own pace and approach, completely tailored to you

I have already successfully guided students with:
- Mathematics in secondary education: from the 1st to the 6th year, for various fields of study and schools, including Latin at Sint-Michielscollege Brasschaat, Economics-Mathematics at KA Schoten, and Humanities at Annuntia.
- Arithmetic in primary education: pupils in the 4th, 5th, and 6th grades, including mental arithmetic, written calculation, and other arithmetic skills.
- Mathematics in the Electromechanics program at AP University of Applied Sciences.

Feel free to send me a message with your questions or concerns, and we'll discuss how I can best support you.

Raouf

5.0

(7)

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.

⚙️ Methodology and Format:

Initial assessment: The first lesson begins with a short placement test to adapt the program to the student's actual needs.

Flexibility: Pack of 10h, 15h or 20h spread over the summer (for example, 2 to 3 times a week in July and August to prepare for the start of the school year).

Ongoing support: Summary sheets provided at the end of each session and availability via message for small questions between classes.

Barlaff

5.0

(7)

I am a qualified and passionate private mathematics tutor, a graduate of Cheikh Anta Diop University of Dakar (UCAD). My academic background led me to study mathematics, physics, and computer science during my first two years of university, before specializing with a bachelor's and master's degree in biomathematics. This training allowed me to deepen my skills in applied sciences and develop advanced expertise in the analysis of complex concepts.
For over ten years, I have been tutoring students, an experience that began within my family circle and has been enriched over time by pedagogical training adapted to digital environments. Today, I offer fully personalized online courses, always starting with a thorough assessment of each student's skills to precisely identify their strengths and weaknesses. This analysis allows me to design a customized remediation program that effectively targets their specific needs.
I find great motivation in working with students eager to succeed. Their commitment and determination to progress stimulate my involvement and reinforce my professionalism. Online, I ensure a serious and structured learning environment, where the focus is strictly on the pedagogical aspect.
My thorough understanding of the mathematics curriculum, combined with my expertise in biomathematics, allows me to simplify complex concepts and make science learning accessible to everyone. My goal is to help each student solidify their foundational knowledge, regain confidence, and become independent in their studies.
I therefore offer my private lessons online, providing geographical flexibility and personalized support to guide each student towards success.

Fisnik

5.0

(7)

Do you have a statistics or probability exam in BA1/BA2? I can help you review the material in a clear, structured and exam-oriented way.

I support higher education students (university and college), particularly in their first and second years of undergraduate studies, to understand important concepts, redo practical exercises, and practice with exam-style questions.

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

Subjects covered according to your program:

• Descriptive statistics:
mean, median, variance, standard deviation, quartiles, quantiles, coefficient of variation, box plots, histograms, graphs, interpretation of tables and data.

• Univariate and bivariate statistics:
analysis of one variable, analysis of two variables, scatter plots, covariance, correlation, regression line, coefficient of determination, interpretation of relationships between variables.

• Probabilities:
events, union, intersection, complement, conditional probabilities, independence, Bayes' theorem, probability trees, contingency tables.

• Combinatorial probabilities:
permutations, arrangements, combinations, draws with or without replacement, counting, classic exam situations.

• Random variables:
discrete and continuous variables, probability function, density function, distribution function, expectation, variance, standard deviation, variable transformation.

• Probability laws:
Bernoulli distribution, binomial distribution, normal distribution, standard normal distribution, Student's t-distribution, chi-square distribution, use of statistical tables according to your course.

• Statistical inference:
sampling, estimators, point estimation, confidence intervals, margin of error, degrees of freedom, confidence level.

• Hypothesis testing:
null hypothesis H0, alternative hypothesis H1, significance threshold, p-value, one-tailed or two-tailed test, test on a mean, test on a proportion, chi-square test, interpretation of results.

• 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.

For students retaking the exam, I also offer more intensive support: level assessment, priority identification, review of fundamentals, and practice with typical exercises and past exams. The goal is to get straight to the point and work efficiently within the time available before the exam.

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 and problem-solving.

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

Daniel

5.0

(7)

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.

Laroussi

5.0

(7)

Fundamental mathematics: Differential and integral calculus, linear algebra, geometry, trigonometry and analysis.

Probability and statistics: Random variables, probability distributions, descriptive statistics and Bayes' theorem.

Methodology and approach:

Step-by-step explanations of abstract theoretical concepts.

Targeted preparation for midterms and university exams.

Interactive video conferencing tools (screen sharing, live annotations)