Doctor of Mathematics, 26 years of experience — Statistics and Probability (Advanced Studies & Dissertations) - Casablanca

Translated by GoogleSee original

Doctor of Mathematics, 26 years of experience — Statistics and Probability (Advanced Studies & Dissertations)

From 20 £ /h

Hello, I help students understand and master statistics and probability, succeed in their modules, midterms and exams, and ensure the accuracy of the statistical section of their dissertations and projects. A PhD in mathematics and a public sector teacher, specializing in teaching statistics and probability at the university level, I draw on twenty-six years of experience.

Many students don't get stuck on the calculations themselves, but on the meaning: which test to choose, how to interpret a result, what conclusion to draw. That's exactly what I clarify, using concrete examples rather than abstract formulas.

WHAT I COVER

• Descriptive statistics with one variable: measures of central tendency and dispersion, distributions.
• Graphical representations: histograms, box plots, diagrams...
• Bivariate descriptive statistics (with two variables): cross-tabulations, covariance, correlation.
• Regression and adjustment.
• Probabilities: counting, conditional probabilities, independence.
• Random variables and distributions: mass function, density function, distribution function, marginal and conditional laws, expectation and variance.
• Common distributions: discrete (Bernoulli, binomial, Poisson...) and continuous (normal, Student, Fisher, chi-square...).
• Sampling methods: choice of sample size and types of sampling.
• Estimation and confidence intervals.
• Hypothesis testing: goodness-of-fit test, comparison of means (normal or Student's t-distribution), chi-square test (independence, goodness-of-fit), analysis of variance (Fisher/ANOVA)...
• Getting started with the tools: Excel, SPSS, R.

FOR WHOM

• Students in economics, management, science and health (biostatistics).
• Top business and finance schools.
• Higher education institutions and undergraduate programs.
• Methodological support for dissertations and theses: analysis plan, choice of tests, data processing and interpretation.

MY METHOD

• Understand before calculating: give meaning to each concept.
• Exercises and real-world case studies tailored to your field of study.
• Reading and interpreting the results, not just obtaining them.
• Targeted preparation for exams and presentations.

HOW ARE THE CLASSES CONDUCTED?
At home or online (stylus and graphics tablet, for a clear and interactive whiteboard). Structured sessions, at your own pace, with availability between lessons via messaging.

WHAT YOU CAN COUNT ON

• A doctor who has mastered the subject matter and knows how to make it clear.
• An applied, results-oriented and interpretation-driven approach.
• Reliable support up to the exam or defense.
• An initial session to identify your needs and set a goal.

CONTACT
For any questions or to arrange an initial exchange, contact me via Apprentus messaging.

Extra information

Recent lessons and exercises (to target specific difficulties), something to write with, and a calculator. For online classes: a stable internet connection and, ideally, a computer or tablet to clearly see the shared whiteboard.

Location

Use Ctrl + wheel to zoom!

At student's location :

Around Casablanca, Morocco

Online from Morocco

About Me

PhD in Mathematics and teacher with over 25 years of experience, from middle school and high school to higher education. For many years I taught the Sciences Mathématiques (SM) track — the most selective stream in the Moroccan system — and today I help students in mathematics, statistics, probability and econometrics, up to exam and competitive-entrance preparation.

I enjoy teaching motivated students as well as those who have lost confidence: my role is to make mathematics clear and logical, to remove mental blocks and to rebuild self-assurance. I build each session around solid, proven working methods, with one simple goal: that the student understands deeply and gains independence.

Lessons in person in Casablanca or online (with a stylus and graphics tablet, for a clear, interactive whiteboard). A first session to assess the level and set clear goals.

Education

PhD in Applied Mathematics — Faculty of Sciences, Agadir
Advanced Postgraduate Diploma (DESA) — Mathematical Modelling and Intelligent Systems
Bachelor's Degree in Applied Mathematics — Ibn Zohr Faculty of Sciences, Agadir

Experience / Qualifications

Over 25 years teaching mathematics, from middle school and high school to higher education.
Extensive experience with the Sciences Mathématiques (SM) track — the most selective stream in the Moroccan system — and with preparation for the baccalaureate and competitive entrance exams.
Lecturer in higher education (probability and statistics).
Author of publications in indexed international journals in applied mathematics.

Age

Adults (18-64 years old)

Student level

Beginner

Intermediate

Advanced

Duration

90 minutes

120 minutes

The class is taught in

French

Arabic

English

Skills

Statistics

Tutoring

Availability of a typical week

(GMT -04:00)

New York

Online via webcam

At student's home

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

PhD in Mathematics, 26 years of experience — Econometrics (economics and management, commerce & finance, bachelor's and master's degrees)

23 £ /h

Hello, I tutor econometrics students: understanding models, estimating them, and above all, interpreting the results. I help them succeed in their modules, midterms, and exams, and ensure the econometric component of their dissertations and projects is sound. With a doctorate in mathematics and experience teaching in the public sector, I draw on twenty-six years of practical experience.

My strength: I have mastered the mathematical foundation of econometrics and I know how to make it readable, so that you no longer suffer from formulas but know how to interpret them, through concrete, real and simple examples.

WHAT I COVER

• Review of statistics and probabilities useful for econometrics.
• Simple and multiple regression, least squares method (OLS).
• Testing and validation of the model, quality of fit.
• Heteroscedasticity, multicollinearity, autocorrelation.
• Introduction to time series.
• Economic interpretation of the results.

FOR WHOM

• Students in economics and management (Bachelor's, Master's).
• Top business and finance schools.
• Higher education institutions and undergraduate programs.
• Applied research and projects: model specification, estimation, reading of software outputs.
• Getting started with the tools: EViews, R, Excel.

MY METHOD

• Link each method to its logic and interpretation.
• Work on data and cases closely related to your topic.
• Decipher the software output, line by line.
• Targeted preparation for exams and presentations.

HOW ARE THE CLASSES CONDUCTED?
At home or online (stylus and graphics tablet for a clear and interactive whiteboard). Structured sessions, at your own pace, with availability between lessons via WhatsApp.

WHAT YOU CAN COUNT ON

• A doctor who has mastered the subject matter and knows how to make it clear.
• A practical approach, oriented towards interpretation and application.
• Reliable support up to the exam or defense.
• An initial session to identify your needs and set a goal.

CONTACT
For any questions or to arrange an initial exchange, contact me via Apprentus messaging.

PhD in Mathematics, 26 years of experience — tutoring for high school, preparatory classes for the Grandes Écoles, and higher education

21 £ /h

Hello, I help students improve their mathematics skills, overcome difficult chapters, and approach their exams with method and confidence. A PhD in mathematics and a public school teacher, I draw on twenty-six years of experience, from middle school to high school and then to higher education.

I have particular expertise in the Mathematical Sciences (SM) track, the most selective and demanding path in the Moroccan system, which I taught for many years. This comprehensive experience allows me to know precisely where a student's difficulties stem from and how to overcome them, from the most vulnerable students to those aiming for excellence.

My method
I structure each session around solid and proven teaching methods, with one objective: for the student to master the subject matter and gain confidence. My areas of focus are:
• Assimilation of the lesson — ensure that each concept is understood before moving on to the exercises.
• Tailor-made exercises — in calculation, reasoning and writing, targeted at the student's actual difficulties.
• Methodology and organization — structuring the work for maximum efficiency.
• Gradual unlocking — guiding thought without giving the solution, to develop autonomy.
• Simplification and illustrations — making complex reasoning visual and accessible.
• Exam and competition preparation — past papers, sample questions and problem-solving strategies.

Levels and pathways
• High school: all levels and options, Moroccan program or mission type (French program) — including the Mathematical Sciences (SM) option — with preparation for post-baccalaureate entrance exams: medicine, pharmacy, dentistry, engineering schools (ENSA, ENSAM...) and business schools (ENCG).
• Preparatory classes: MPSI, PCSI, TSI, ECS, ECT...
• Higher education institutions: ENCG, ENSA, EST, ENSAM...
• First cycle of university studies: analysis, algebra...
• Preparation for entrance exams to top engineering and business schools.

How are the lessons going?
At home or online (using a stylus and graphics tablet for a clear and interactive whiteboard, just as effective as in-person sessions). Each session begins with a review of previous work, followed by a personalized plan. I remain available between sessions on WhatsApp to answer questions.

What you can count on
• A doctor who has mastered the subject matter and knows how to communicate it simply.
• Expertise in the Mathematical Sciences field and experience at all levels, from middle school to higher education.
• Personalized and supportive follow-up, with regular check-ins.
• An initial session to assess the level and set clear objectives.

Contact
For any questions or to arrange an initial exchange, contact me via Apprentus messaging.

Jay

5.0

(16)

Enhance your communicative English through developing speech and writing.

Explore vocabulary with nuances in meanings, synonyms, idioms, proverbs, some phrasal verbs and all-around social English.

The possibilities are endless for focusing on pronunciation and intonation as well.

Sessions may be stimulated by interesting audios, short readers or videos.

OTHER SERVICES OFFERED (that can be integrated)...

TOIEC Exam Preparation (for Professionals)
IELTS Exam Preparation (for High school seniors & juniors)
TOEFL Exam Preparation (for High school seniors & juniors)

**NOTE: This class can also be offered and adjusted to accommodate multiple individuals as a group session, for economical purposes. It is advised that groups not exceed more than 5 individuals per session unless the trainer approves. Charges are subject to distances, distance durations, bank holidays and any off-peak/out-of-standard office hours, etc.!!

Mohammed

5.0

(16)

Private lessons in the Russian language.
I have 5 years teaching experience in Russia and Ukraine.
He holds a diploma in the Russian language from the Ukrainian Aviation University Kiev. He holds a diploma in pharmacy. Holds a license, management and sales division.
Private lessons for students wishing to study in Ukraine or Russia

Abdeljalil

5.0

(16)

Whatever your discipline and whatever your level of higher education, a course in statistics and probability is mainly present in the architecture of your training. You are therefore expected to assimilate and master a set of statistical and probabilistic notions of theoretical and practical aspects in order to pass your partial and final exams.
I designed this course according to a global and rigorous perspective so that it is the most adapted to the different levels by including the maximum of the fundamental notions commonly used.

Reda

5.0

(16)

The training program provides you with all the skills and knowledge necessary to master digital marketing techniques with the following plan:
1- The basics of marketing:
• The segmentation
• Targeting
• The positioning
• SWOT analysis
• The marketing mix
• The marketing plan
• The BCG matrix
• Porter’s 5 forces
• Analysis of results
2- Strategic marketing:
• The Ansoff matrix
• Capture 100% of your market
• The ADL matrix
• PESTEL analysis
• The McKinsey matrix
• The blue ocean strategy
3- Digital marketing
• Introduction to digital marketing
• Internet marketing strategy
• Organic referencing
• Content marketing
• Targeted traffic
• Email marketing
• Social media
• Retargeting or retargeting
4- E-marketing
• The 7 keys to success
• Dropshipping
• The infinite basket
• Maximize conversions
• Sell on Amazon
• Promote online

Amin

5.0

(16)

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

(16)

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.

Radia

5.0

(16)

Hello, I offer help with lessons in French, English, math, SVT for primary and secondary school levels, I am excellent in these subjects and I offer to help younger children and teach them the techniques that I used, I also offer revision sheets for all courses, and I hope for success for all students. And then I also offer educational activities for children under 6 years old at home, I have a very kind relationship with children, I adore them and then they in return.

Oumaima

5.0

(16)

As a mother and math teacher with eight years of experience, I have supported dozens of students, each with their own strengths and challenges. I understand your concerns as a parent and I know how important it is to see your child progress and thrive at school.

My mission:

• Help your child to love math and regain self-confidence.
• To support each student according to their needs, while creating a warm and encouraging atmosphere.
• To be both teacher and friend, so that the student dares to ask their questions without fear.
• Working in partnership with you to monitor progress and adjust support according to your expectations and those of your child.

✨ Why choose my courses:
I don't just teach math; I make sure your child feels understood, motivated, and supported. Your peace of mind and your child's success are my priority.

Ayoub

5.0

(16)

I explain and simplify lessons for students of all preparatory levels, and I also create series at the end of each lesson, and this is for the scientific subjects (mathematics, physics, and life and earth sciences).

Hicham

5.0

(16)

his class introduces you to the fascinating world of Machine Learning and Artificial Intelligence. You’ll learn how intelligent systems are built, how machines can learn from data, and how to apply these techniques to solve real-world problems.
We’ll cover both the theory and practice — including algorithms, model training, evaluation, and simple projects using Python.
By the end of the course, you’ll be able to understand key ML concepts and create your own basic AI models.

Asmaa

5.0

(16)

I am passionate about helping young learners develop strong language and communication skills.
My aim is to build, and create a positive and supportive classroom environment, where every child feels valued; confident, and excited to learn English: I look forward to working together to support your child’s growth and academic success.

Mustapha

5.0

(16)

COURSE DESCRIPTION
--------------------
Do you want to improve in mathematics, strengthen your foundations or regain confidence in the subject? This course adapts to your level and your objectives, whether you are in middle school, high school, university or returning to studies.

COURSE OBJECTIVE
-----------------
Develop a solid understanding of mathematical concepts and learn to apply them clearly and effectively. The goal is to learn to reason, analyze, and solve problems methodically.

WORKING METHOD
-------------------
We begin with a discussion to assess your level and identify areas for improvement. The sessions are then structured progressively: simple and structured explanations, guided examples, application exercises, and feedback on mistakes. The pace is adapted to your needs.

WHAT YOU WILL IMPROVE
----------------------------
Understanding of basic or advanced concepts
Reasoning and problem-solving methods
Work organization and trust in the subject matter
Performance during tests and assessments

WHO IS THIS COURSE FOR?
-------------------------
Middle school and high school students, university students of all disciplines, or adults wishing to refresh their math skills. No prior knowledge is required; we will progress together at your own pace.

Online courses, available worldwide.

Mohamed

5.0

(16)

Hello, I'm a university student offering structured and targeted tutoring sessions for primary and middle school students. The goal is to improve academic performance and mastery of core subjects such as mathematics, physics, Arabic, and English.
Except for the French language

Anas

5.0

(16)

I offer dynamic English lessons tailored to each student's needs, primarily for primary school children and beginners. My goal is to build students' confidence while making language learning fun and interactive.
Our course program includes:
Academic support & Homework help: Reviewing school lessons to ensure everything is understood.
Language basics: Learning essential vocabulary, simple grammar and correct pronunciation (phonetics, reading, writing).
Oral expression: Simple conversation exercises to overcome the fear of speaking English.
Thanks to my experience with the school curriculum and student monitoring, I adapt each session to the child's pace to guarantee constant progress without pressure.

Agathe

5.0

(16)

I am a French native who recently moved to Casablanca.

I offer fully personalized French lessons for all levels and objectives:
- Academic Support: Homework help, grammar, spelling and conjugation reinforcement, preparation for French exams (Brevet, Bac). I adapt my teaching methods to the programs of the French Mission (AEFE/OSUI).
- Conversation & Improvement: Improve your speaking fluency, accent and self-confidence through interactive and stimulating discussions.
- French for Adults & Professionals: Developing your communication skills for your career or daily life in Casablanca.

My lessons are dynamic, interactive, and adapted to your pace. I favor a caring and encouraging approach.
Terms:
- Online: Distance learning via Google Meet / Zoom (flexible, interactive and ultra-secure).
- At my home: I welcome you to my home in a calm and conducive working environment.