Honors IGCSE Maths Teacher; University Tutor/T.A.; AI and ML

From 49 C$ /h

After a decade in math education (national and international), my interest and passion for helping people understand mathematics have grown mature and refined.

My teaching/tutoring experience: Honors IGCSE Mathematics Teacher (middle school), Primary grades 2nd, 3rd, 4th, and 5th, High School Mathematics Teacher grades 9th to 12th. Director of Academics and Curriculum for American Explorer Academy, University Professors' Assistant and substitute instructor, university tutor (math, Physics, Latin), state college and university TA (College Algebra and Precalculus), and a State College Math Lab and substitute Instructor. I have been a mathematics/Statistics and ASVAB tutor on Wyzant for six years and 2 years, respectively.
I am currently studying at the University of Texas at Austin in the Post Graduate program in Artificial Intelligence and Machine Learning. I have completed various professional certificates (FutureLearn, Coursera, British Council, Continuing Education Credits, etc.), President and CEO and tutor of Math Tutoring USA LLC., CEO/President/A.I.Researcher of Business and Academics Consulting Solutions. I am currently completing the ESL program of Teach English Now! on Coursera.

My relevant studies for education include the University of Michigan's MicroMasters in Leading Education Innovation and Improvement, multiple Alison and British Council Courses/Diplomas in Educational Psychology, Teaching Skills for Educators, STEM careers, and Instructional Planning for Successful Teaching.

Language is among the most important to your success in studying mathematics.

When do you want to start learning?

Location

Online from United States

About Me

After a decade in math education (national and international), my interest and passion for helping people understand mathematics have grown mature and refined.
My teaching/tutoring experience: Honors IGCSE Mathematics Teacher (middle school), Primary grades 2nd, 3rd, 4th, and 5th, High School Mathematics Teacher grades 9th to 12th. Director of Academics and Curriculum for American Explorer Academy, University Professors' Assistant and substitute instructor, university tutor (math, Physics, Latin), state college and university TA (College Algebra and Precalculus), and a State College Math Lab and substitute Instructor. I have been a mathematics/Statistics and ASVAB tutor on Wyzant for six years and 2 years, respectively.
I am currently studying at the University of Texas at Austin in the Post Graduate program in Artificial Intelligence and Machine Learning. I have completed various professional certificates (FutureLearn, Coursera, British Council, Continuing Education Credits, etc.), President and CEO and tutor of Math Tutoring USA LLC., CEO/President/A.I.Researcher of Business and Academics Consulting Solutions. I am currently completing the ESL program of Teach English Now! on Coursera.
My relevant studies for education include the University of Michigan's MicroMasters in Leading Education Innovation and Improvement, multiple Alison and British Council Courses/Diplomas in Educational Psychology, Teaching Skills for Educators, STEM careers, and Instructional Planning for Successful Teaching.
Language is among the most important to your success in studying mathematics.
When do you want to start learning?

Education

The University of Texas at Austin
Post-Graduate in Artificial Intelligence and Machine Learning
Enrolled

Arizona State University
Teach English Now! (ESL certification)
Enrolled

University of Michigan
MicroMasters in Leading Educational Innovation and Improvement
Enrolled

Valencia College
Honors Engineering A.A.

The Ohio State University
BSc in Theoretical Mathematics
2011, 2021

University of the People
BSc in Computer Science
Enrolled

Experience / Qualifications

10 years of tutoring university-level mathematics, 4 years of T.A. for university math courses, 4 years as a Mathematics Lab instructor and substitute instructor for university-level courses, 3 years of teaching IGCSE mathematics classes (primary, middle, and secondary), 4 years of teaching English as a second language, Curriculum development for Fraby Academy/American Explorer Academy English/Math/Science/Technology/Statistics, 3 years of tutoring for the military entrance exam for the US military (ASVAB).

Age

Infants (0-3 years old)

Preschool children (4-6 years old)

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

30 minutes

45 minutes

60 minutes

90 minutes

120 minutes

The class is taught in

English

Skills

Calculus

Algebra

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

Salah

4.96

(27)

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.

Lina

4.96

(27)

I specialize in tutoring math from basic to advanced levels. Whether you need help preparing for exams, solving homework, learning a new topic, or reinforcing prior knowledge, I’ll guide you every step of the way.

My approach focuses on understanding rather than memorization, helping students grasp concepts deeply and apply them confidently.

I can assist in:
- Differential & Integral Calculus
- Multivariable Calculus
- Algebra & Linear Algebra
- Differential Equations
- Trigonometry
- Statistics & Probability

Benson

4.96

(27)

Learn with the best, most experienced, and certified Cambridge tutor. I am a qualified and certified physical and online tutor located in Lusaka, Zambia.
As an internationally qualified, experienced, and certified teacher, I specialize in Mathematics and Sciences (Physics, Chemistry, and Biology). With 5 years of teaching experience with international students, I am well-versed in various international curricula such as the Cambridge International Education of the UK, CBS curricula, Edexcel Curriculum, International Baccalaureate Diploma, and American curriculum.

I offer full-time and part-time tutoring to students from the USA, the Caribbean, the UK, India, China, Singapore, Malaysia, Turkey, the Netherlands, Luxembourg, Belgium, Germany, France, Italy, and South Africa.
Book a lesson with me, and we can start on any day and time that suits you.
With my 5 years of professional experience in Mathematics, I bring a high level of competence to my teaching. I am very familiar with both the British and American curricula, ensuring that I can provide comprehensive instruction tailored to the needs of my students.

Amin

4.96

(27)

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.

Bibek

4.96

(27)

Hi! Welcome! I am a Ph.D. researcher in Physics at the University of Cologne, Germany. Recently, I graduated from the University of Groningen in the Netherlands with a Master's degree in Nanoscience (w/ cum Laude). I offer private tutoring (for high school and/or university-level students) so you can understand the fundamental concepts and excel in your studies. I have teaching experience of 5+ years in Physics and Mathematics to both high school and university-level students.

This class aims to provide an overview of calculus and linear algebra and focuses on the fundamental mathematical tools and concepts, such as limits, differentiation, and integration. Building on these basic concepts, we will review methods for solving problems related to optimization, linear differential equations, and matrix algebra.

Outline of the course:
1. Calculus:
1.1 Limits of functions
1.2 Continuity, types of discontinuities, intermediate value theorem
1.3 Differentiation (or derivative), slope, secant, tangent
1.4 Rules and theorems for differentiation, power rule, product rule, chain rule
1.5 Derivatives of exp, log, and trigonometric functions
1.6 Implicit differentiation and derivative of inverse functions
1.7 Rolle's theorem, mean value theorem, critical point, maximum/minimum of a function
1.8 First and second derivative tests, inflection points
1.9 Anti-derivative, indefinite integral, integration by substitution, integration by parts
1.10 Definite integral and its application (area between curves, application in physics)\
1.11 Optimization and linear differential equations

2. Linear Algebra:
2.1 Vectors and scalars in Euclidean space, vector arithmetic, scalar product, cross product
2.2 Equations for lines and planes, vector spaces, linear independence, span, basis, dimension
2.3 Linear transformations, coordinates, and representation of linear transformations by matrices
2.4 Matrix operations: matrix multiplication, transpose, determinant, inverse, and Hermitian conjugate
2.5 Systems of linear equations, Gaussian elimination
2.6 Eigenvalues and eigenvectors
2.7 Range, kernel, and rank-nullity theorem

and many more...

*Note that the sessions will be held online (via Discord/Zoom/Microsoft Teams).

Mohamed

4.96

(27)

Is your child in their final year of high school and understands the lessons, but struggles to solve the exercises on their own?

He knows the formulas, but doesn't know how to use them in an exercise?
Does he get stuck on problems or multi-step exercises?
His grades remain low despite his efforts?
Is he lacking in method, speed, or confidence?
Or perhaps the Baccalaureate exam is approaching and he doesn't know how to organize his revision effectively?

I can help him transform these difficulties into methods and skills.

I am a mathematics teacher with 15 years of teaching experience and hold a Master's degree in mathematics. I primarily support high school students, especially in their penultimate and final years, following both the Moroccan and French curricula.

🎯 My goal: to understand why the student is stuck

In mathematics, a bad grade does not always mean that the lesson is not understood.

The student may have:

• gaps stemming from previous years;
• difficulties in understanding certain concepts;
• methodological problems;
• difficulties in analyzing a statement;
• difficulty choosing the right problem-solving strategy;
• errors in calculation or reasoning;
• difficulties in writing a solution correctly;
• a lack of training or confidence.

My role is to identify these difficulties and to work progressively on the points that are really preventing the student from progressing.

📚 Preparation and support in the final year of high school

Specifically, we can work on:

• the functions;
• limits and continuity;
• Derivation and variations;
• exponential and logarithmic functions;
• the sequels;
• antiderivatives and integrals;
• probabilities and random variables;
• geometry;
• differential equations according to the program;
• synthesis exercises and problems;
• Methodology and writing.

The content is of course adapted to the program followed by the student.

📝 Baccalaureate Preparation

For a student preparing for the Baccalaureate, we can implement a structured approach based on:

Understand → Practice → Correct mistakes → Try again → Gain independence

We work with progressive exercises, exam topics and problems adapted to the student's actual level.

The goal is not to mechanically memorize methods, but to be able to recognize a situation, choose a strategy and correctly construct a solution.

For my final year students who were tutored in mathematics, I achieved a 100% success rate in the Baccalaureate, with 75% obtaining a distinction of "Bien" or "Très Bien".

💻 Interactive online courses

The sessions take place remotely using Google Meet and an interactive whiteboard.

The student actively participates during the session: he searches, reasons, writes and corrects his mistakes with my guidance.

After the session, I can also provide screenshots of the work done so that the student can review the important points.

👨‍🎓 This support is particularly suited to students who:

• want to improve their results;
• have accumulated deficiencies;
• understand the lesson but get stuck on the exercises;
• need a more efficient working method;
• are preparing for a test or exam;
• wish to prepare seriously for the Baccalaureate;
• want to gain autonomy and confidence.

Each student has different difficulties. Therefore, I begin by identifying their needs before designing the work to be done.

📩 Are you preparing for a test or the Baccalaureate?

In your message, simply tell me:

• the student's level;
• the program followed;
• the chapters that pose a problem;
• the desired objective.

This will allow me to quickly understand the situation and propose a suitable approach.

My goal: to help the student understand mathematics, master problem-solving methods, and approach exams with greater confidence.

Mavi

4.96

(27)

I am Mavi, a physics engineer working at an aerospace company.
I have been teaching private lessons at the primary, secondary, high school, and university preparatory levels for 11 years. I teach mathematics, physics, chemistry, and science. I have a good command of the curricula of IB, IGCSE, American, Hong Kong, and international schools.

Additionally, I hold the position of president at the Astronomy Society, where I foster my students' interest in astronomy and science beyond the lessons. I prepare the learning environment by incorporating experiments and exploration, moving away from rote education. I often bring experimental materials to class, aiming to make learning memorable through hands-on experiments.

As an educational mentor, I approach my students as if they were my siblings, valuing creativity. I have a deep passion for mathematics, physics, and science. I am dedicated to helping students understand and learn because life encompasses both SCIENCE and ART. The more people I can inspire to know, understand, and love mathematics, physics, and chemistry, the more proud I am.

Are you curious about how nature works?

Let's explore together!

Baia

4.96

(27)

I work with two kinds of students: those preparing to meet university math admission requirements (OMPT, CCVX, VWO), and those already enrolled who need solid support in calculus, linear algebra, differential equations, probability & statistics, or discrete math including students at TUM, ETH Zurich, TU Delft, KTH, EPFL, and RWTH Aachen.
Lessons are in English; I can explain in German where it helps.

Roland

4.96

(27)

Math, calculus and physics can sometimes be overwhelming, especially when the theory or solving method is unclear. I am a cum laude Aerospace Engineering graduate from TU Delft and have helped other pupils with their problems since 2017. With my calm and stepwise explanation, a second alternative view of the solution procedure is given, which is often what is missing. I tutor a variety of math and physics courses on both secondary and high school levels, but also at a scientific bachelor level. These can either be theory/exercise-based, but also exam preparation.

Kevin

4.96

(27)

► EXPERT STATISTICS, DATA ANALYTICS, MACHINE LEARNING & AI TUTOR FROM SWITZERLAND
► UNIVERSITY, FOUNDATION, IB, A-LEVEL & INTERNATIONAL SCHOOL SUPPORT

I completed my Master’s degree in Business Information Systems at a Swiss University of Applied Sciences, where my academic background strongly combined mathematics, statistics, data analysis, analytical thinking and problem-solving. This technical and data-oriented foundation shaped the way I teach today: clearly, logically and with a strong focus on real understanding.

For many years, I have successfully supported students in Statistics, Data Analytics, Machine Learning and AI. My main focus is especially on Statistics — from basic descriptive statistics to advanced statistical methods, hypothesis testing, regression, probability distributions and interpretation of results.

I mainly use R for statistical analysis, data handling, visualisation and practical exercises. My goal is not only to help students calculate results, but to make sure they understand what the results mean and how to explain them correctly.

► STATISTICS, DATA ANALYTICS & AI SUPPORT

► STATISTICS & PROBABILITY
I help students understand descriptive statistics, probability, random variables, distributions, sampling, confidence intervals, hypothesis testing, p-values, correlation, regression and statistical interpretation. My lessons focus on explaining the logic behind each method, not just applying formulas.

► APPLIED STATISTICS WITH R
I support students in using R for statistical analysis, data cleaning, visualisation, hypothesis testing, regression models and interpretation of outputs. Students learn how to connect theory, calculation, code and real meaning step by step.

► QUANTITATIVE METHODS & RESEARCH STATISTICS
I help students with statistical methods used in business, economics, psychology, social sciences, science and university research. This includes choosing the correct test, understanding assumptions, interpreting results and presenting findings clearly.

► DATA ANALYTICS & DATA SCIENCE
I support students with data preparation, exploratory data analysis, visualisation, dashboards, summary statistics and practical interpretation. The focus is always on understanding the data and drawing meaningful conclusions.

► MACHINE LEARNING & AI FOUNDATIONS
For students working with modern data topics, I also provide support in the foundations of Machine Learning and AI, including regression, classification, clustering, model evaluation and practical applications. These topics are explained from a statistical point of view, so students understand the logic behind the models.

► UNIVERSITY, FOUNDATION & INTERNATIONAL COURSES
I support students in Statistics, Data Analytics, Business Analytics, Quantitative Methods, Econometrics, Research Methods and technical modules. I help with exam preparation, assignments, projects and practical data analysis tasks.

► HOW I TEACH

► I FOCUS ON REAL STATISTICAL UNDERSTANDING.
Statistics becomes much easier when students understand why a method is used, what the result means and how to interpret it correctly.

► I EXPLAIN FORMULAS STEP BY STEP.
Difficult formulas, tests and models are broken down into simple, logical parts so students can follow the reasoning clearly.

► I CONNECT THEORY WITH R PRACTICE.
Students learn not only the statistical theory, but also how to apply it in R, read the output and explain the result in proper academic language.

► I HELP STUDENTS CHOOSE THE RIGHT METHOD.
Many students struggle with deciding whether to use a t-test, chi-square test, ANOVA, regression or another method. I teach students how to recognise the correct approach from the question or dataset.

► I TRAIN INTERPRETATION AND EXAM TECHNIQUE.
Students learn how to structure statistical answers, write clear conclusions, explain p-values, interpret confidence intervals and present results professionally.

► I ADAPT EVERY LESSON TO THE STUDENT.
Some students need help with theory, others with R coding, assignments, research projects or exam preparation. I adjust every lesson to the student’s exact course, level and goals.

► YEARS OF EXPERIENCE WITH STATISTICS, DATA & UNIVERSITY STUDENTS

Over the years, I have successfully supported students from demanding academic programmes, helping them strengthen their statistical understanding, improve their analytical thinking and achieve excellent progress in Statistics, Data Analytics, Machine Learning and AI.

► ONLINE LESSONS

► Interactive whiteboard
► Clear digital notes
► Step-by-step statistical explanations
► R support for data analysis
► Exam preparation
► Assignment and project guidance
► Practical examples with real datasets
► Focused one-to-one support from Switzerland

► MY GOAL

My goal is not only to help students pass exams or complete assignments, but to help them truly understand Statistics. With the right guidance, statistical methods become logical, practical and much easier to apply.

► SUBJECTS: Statistics, Probability, Data Analytics, Data Science, Machine Learning, AI, Quantitative Methods, Research Methods, Econometrics
► MAIN TOOL: R
► LEVELS: International School, IB, A-Level, Foundation Courses, University Modules, Professional Training
► FORMAT: Online tutoring from Switzerland
► FOCUS: Statistical understanding, R practice, interpretation, exam preparation, assignments, projects and long-term analytical confidence.

Brent

4.96

(27)

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.

Iskander

4.96

(27)

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 provided are transdisciplinary.

Ali

4.96

(27)

I teach one-to-one Maths and Physics to GCSE, A-Level and university students, online and in person around Birmingham.

I hold an MSc in Electronics and Electrical Engineering with Distinction from the University of Chester, where I now teach and assess postgraduate students as a visiting lecturer. Alongside that I've been tutoring privately for several years, across GCSE, A-Level and first-year university modules. I've published two international conference papers, so the maths I teach isn't something I learned once and repeat from a textbook. I use it.

What I cover:

GCSE Maths and Physics, all exam boards including AQA, Edexcel, OCR and Eduqas
A-Level Maths, Further Maths and Physics
University Maths and engineering modules for science and engineering students
Individual topics including algebra, trigonometry, calculus, statistics, mechanics and logic

How I teach:

Every student starts in a different place, so the first thing I do is find out what they actually understand rather than what the syllabus assumes they should. From there I break difficult ideas into small steps, work through plenty of examples, and set focused practice between sessions.

I care more about a student knowing why a method works than memorising the steps, because understanding is what survives exam pressure when a question is worded unfamiliarly. Lessons are structured but relaxed. Students should feel comfortable asking the questions they think are silly, because those are usually the ones that matter most.

I'm patient with mistakes and honest about what still needs work. If a student isn't ready for a topic, I'll say so and we'll go back a step rather than pretend otherwise.

Term has just started, which is the best point in the year to build a routine before mocks in November and December. If your child is beginning Year 11 or Year 13, or retaking GCSE Maths this November, putting support in place now makes a real difference by the time the real papers arrive.

Mouad

4.96

(27)

⭐⭐⭐⭐⭐

💻 Videoconference courses, from the orientation cycle to the final year of high school.

There's a phrase I hear in almost every first session: "In class I understand, but when I'm faced with the worksheet I don't know where to start."

It's not a question of academic level. It's that no one has ever taught students to recognize the type of problem they're facing. One function exercise looks like another, but the method isn't the same—and until this sorting happens automatically, each exercise starts from scratch. This sorting is what I work on first, even before reviewing the lesson.

🎓 I hold a Master's degree in Operations Research (applied mathematics) and have been tutoring mathematics for 5 years. I have worked with numerous students in the Swiss system, as well as in French, Belgian, and international programs.

📚 What I cover, canton by canton

The vocabulary varies from one canton to another, so let's be precise:

✏Geneva and Fribourg — orientation cycle (grades 9 to 11 HarmoS), preparation for entry into secondary school, then the four years of secondary school up to graduation
✏Vaud — pre-gymnasium and general tracks, preparation for the ECR exams, transition to gymnasium, then the three years of gymnasium
✏Neuchâtel — cycle 3, then high school
✏Valais — orientation cycle, then college
Preparation for the Matura exam, all specific options

🔍 How I work

1️⃣ The first sessions are mainly aimed at assessing the level of the student in order to identify the shortcomings observed.

2️⃣ Then we make a plan to fill those gaps: number of hours of work needed, parts of the lessons to focus on, lots of training and development exercises, etc.

3️⃣ We make sure to stay in regular contact with the student's class teacher to monitor their progress and align our work with what is being taught in class.

4️⃣ Then I provide exams similar to what may be offered in class.

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

✨ Why this profession

My favorite moment is when a student starts explaining their approach aloud without me having asked anything. It means they're no longer trying to guess what I expect—they're thinking. The rest always follows.

🗣️ Lessons in French or English. Response within the day.

Hajer

4.96

(27)

Struggling with Probability & Statistics at university? I help you go beyond memorizing formulas and learn how to THINK, SOLVE, and APPLY.

I am a university mathematics lecturer with several years of experience teaching university-level mathematics. My classes are designed especially for students in Computer Science, Engineering, Data Science, Mathematics, and other STEM programs.

We work on:

• Descriptive statistics: populations, variables, distributions, measures, tables and graphs
• Probability: events, conditional probability, independence, Bayes’ theorem
• Random variables and probability distributions
• Expectation, variance and standard deviation
• Discrete and continuous distributions
• Statistical inference and hypothesis testing
• Exam preparation and problem-solving strategies
• Understanding difficult exercises and choosing the right method

My approach is practical and student-centered. We do not simply review the lesson. We learn how to read an exercise, identify the important information, choose the appropriate concept or method, solve step by step, and avoid common mistakes.

Each session can include:
✓ A short diagnostic of your difficulties
✓ Clear explanations adapted to your level
✓ Guided problem solving
✓ University-level exercises
✓ Detailed corrections and feedback
✓ Exam-oriented practice

Whether you are struggling with the basics, preparing for an exam, or aiming for a higher grade, we will build a clear and effective strategy based on your actual needs.

Let’s turn Probability & Statistics from a difficult subject into a subject you can confidently solve.