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Since July 2022
Instructor since July 2022
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PhD in Mathematics,
From 46 C$ /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.
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.
Extra information
Recent lessons and exercises (to target specific difficulties) and something to write with. For online lessons: a stable internet connection and, ideally, a computer or tablet to clearly see the shared whiteboard.
Location
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.
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
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.
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
Teenagers (13-17 years old)
Adults (18-64 years old)
Student level
Beginner
Intermediate
Advanced
Duration
60 minutes
90 minutes
120 minutes
The class is taught in
French
Arabic
English
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
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.
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.
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.
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.
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