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Since September 2024
Instructor since September 2024
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Professional advice & implementation of statistical data analyses (SPSS, R, Jamovi, Jasp)
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From 86.42 $ /h
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• Consulting & implementation of statistical data analyses
• Tutoring in university statistics
• All common tests: regression models, correlation analyses, non-parametric tests, visualization, etc.
• Flexible appointment scheduling: Last-minute help available
• Consultation conveniently via Zoom, MS Teams or Skype
• Use of common software: SPSS, R, Jamovi, JASP


I offer professional advice or implementation of your statistical data analysis.
With my individual service, you will not only receive a complete evaluation according to APA and DGPS standards, but also personal support at the highest level.

What I can do for you:
• Comprehensive data analysis: I take care of data cleansing, create the necessary syntax (SPSS, R Studio, PSPP) and provide you with a clear, understandable evaluation in German or English.
• Custom visualizations: Graphical representations and customized tables for descriptive statistics that are specifically tailored to your needs.
• Hypothesis testing and modeling: Whether simple regressions, analyses of variance or complex structural equation models – I will help you to optimally answer your research questions.

Why my service is the right choice:
• Professional expertise: As an experienced data analyst with a psychological background, I offer you well-founded analyses that meet the highest scientific standards.
• Transparency and openness: Each analysis is delivered with complete documentation, including understandable syntax and analysis documentation.
• Individual support: You are the focus throughout the entire process. I will address your specific needs and accompany you step by step so that your results are scientifically sound and meaningful.

Your added value:
• Stress reduction: Leave the complex tasks of data analysis to me and concentrate on the content of your work. This will minimize stress, especially when you are under time pressure.
• High quality and reliability: Each evaluation is carried out carefully and in compliance with strict scientific guidelines to ensure the best possible results.
• Many years of experience: By supervising hundreds of theses and projects, I bring sound expertise and practical experience to every new project.

Take the opportunity to put your statistical analysis in professional hands. Contact me today and request your individual offer – the next step towards your successful scientific work!
Extra information
About me:
I have been tutoring mathematics and statistics since 2015. During my psychology studies, I taught a statistics course, which further fueled my enthusiasm for this science.
Since then, I have worked as a data analyst and have been able to support over 150 students and researchers in their work.
Location
location type icon
Online from Germany
About Me
I have been tutoring mathematics and statistics since 2015. During my psychology studies, I taught a statistics course, which further fueled my enthusiasm for this science.
Since then, I have worked as a data analyst and have been able to support over 150 students and researchers in their work.
Education
During my psychology studies, I was not only able to acquire a lot of pedagogical skills, but also to further deepen my knowledge of statistics.
Experience / Qualifications
- 9 years of tutoring experience
- Over 150 projects in which I was able to support as a data analyst
- Holding a statistics course
Age
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
German
English
Availability of a typical week
(GMT -05:00)
New York
at teacher icon
Online via webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
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◾ Tools

RStudio • SQL • SPSS • SAS • Jamovi • JASP

◾ Statistical Methods & Tests

Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation

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- Preparation and structuring of databases
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- Linear and logistic regressions
- Factor analyses (PCA / MCA)
- Mediation and moderation models
- Classification / clustering

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- Help in understanding and interpreting the results
- Preparation for exams and academic presentations

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- Descriptive statistics (univariate and bivariate)
- Multivariate analyses
- Data exploration and outlier detection

3) Statistical tests

- Correlations (Pearson, Spearman, Cohen's Kappa)
- t-tests (one and two samples, independent or paired)
- Chi-square, binomial tests
- z-scores and associated indicators

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- Linear regressions (simple and multiple)
- Logistic regression
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🎯 Who is it for?
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🧠 How can I help you?
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Probability
Propositional logic and set theory
Basic concepts of probability
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Discrete and continuous random variables. Probability functions.
Mathematical expectation
Discrete distributions (binomial, Poisson, etc.), Continuous distributions
Descriptive and Inferential Statistics
Frequency distributions and statistical graphs
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Variance, standard deviation, interquartile range, coefficient of variation
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Linear correlation
Standard normal distribution
Hypothesis testing (one and two samples)
F distribution and chi-square.
Time series

🖥️ Supporting software: Excel, SPSS
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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!

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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.

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Please don't book a session before sending me a message to check availability and logistics.
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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
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Understand the concepts in a clear and simple way
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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.
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My teaching methodology:

❖ Simplifying complex scientific concepts in a flexible and smooth manner, combining theoretical explanation with practical application.

❖ Stimulating students’ analytical and critical thinking skills through open-ended questions and problem-solving.

❖ Integrating sciences, which helps students understand the complementary relationships between statistics, biology, and biochemistry.

❖ Use modern educational methods, including interactive presentations, simulations, and scientific software.
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Hello to post-baccalaureate students (L1/L2/L3 maths/computer science, BUT, preparatory classes, engineering schools, career change)!

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- Statistics (hypothesis testing, regressions, ANOVA, confidence intervals)
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Diagnostic to target gaps & objectives.
100% interactive courses: demonstrations, solved exercises, multiple-choice questions, digital practicals.
Professional resources: theorem sheets, summaries, exam-style exercises, PDF answer keys.
Flexible hours: evenings, weekends, holidays.
At home (Cergy, Pontoise, Sarcelles – free within 15 km) or Zoom + virtual whiteboard
Invoices issued.

Limited places available (max 8 students).
Respond quickly! See you soon to master math and ace your exams!
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🎓My name is Marc, I have a Master 2 degree in Applied Mathematics and Statistics and a Master 2 degree in Mathematics.
I teach mathematics and computer science to the following levels:
• Middle school (all grades)
• High school: common core curriculum, mathematics specialization, advanced mathematics
• Higher education: BTS, BUT, Bachelor's degree, private schools (probability, statistics, analysis, algebra, etc.)

📍 Areas of intervention
• At home: Marseille
• Online: throughout France (video conference lessons, shared materials, exercises sent after the lesson).

🧠 My method
• Review of the basics to fill in the gaps
• Simple explanations + concrete examples
• Targeted exercises to prepare for tests, exams, baccalaureate, midterms, etc.
• Implementation of a work method (worksheets, time management, writing)

🧮 For whom?
• Students who are struggling and want to improve their grades
• Students aiming for a good grade in the Brevet/Bac exams
• Higher education students who want to succeed in their math/statistics/computer science (python) exams.

⏰ Availability
• In the evenings on weekdays, and it's possible during the day on certain days of the week.
• Weekends
• School holidays (possibility of revision courses in small groups).
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◾ Tools

RStudio • SQL • SPSS • SAS • Jamovi • JASP

◾ Statistical Methods & Tests

Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation

◾ Data analysis & decision support

- Data preparation, structuring and validation using SAS, R and SQL
- Descriptive, exploratory and multivariate statistical analyses on business data
- Production of performance indicators and actionable analyses to support decision-making

◾ Selection and implementation of methods

- Preparation and structuring of databases
- Hypothesis testing and univariate, bivariate and multivariate analyses (ANOVA / ANCOVA)
- Linear and logistic regressions
- Factor analyses (PCA / MCA)
- Mediation and moderation models
- Classification / clustering

1) Academic support

- Lectures, tutorials, projects and assignments in statistics
- Help in understanding and interpreting the results
- Preparation for exams and academic presentations

2) Statistical analysis

- Descriptive statistics (univariate and bivariate)
- Multivariate analyses
- Data exploration and outlier detection

3) Statistical tests

- Correlations (Pearson, Spearman, Cohen's Kappa)
- t-tests (one and two samples, independent or paired)
- Chi-square, binomial tests
- z-scores and associated indicators

4) Statistical modeling

- Linear regressions (simple and multiple)
- Logistic regression
- Interpretation of coefficients, diagnostics and validation of models

5) ANOVA & ANCOVA

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- Repeated measures ANOVA
- Fixed and random effects
- Post-hoc tests and effect sizes

6) Factor analyses

- ACP / PCA (scree plot, factor scores, matrices)
- Exploratory factor analysis
- Factorial rotations
- Validation and interpretation of structures and clusters

◾ Reporting & communication

- Clear, structured and concise reporting of results
- Visualizations tailored to decision-makers
- Support for strategic and operational decision-making
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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.
verified badge
With over 12 years of experience in tutoring Maths and English at different levels, my primary objective is to ensure that you not only grasp the material but also find it enjoyable and understand its practical applications.

To achieve this, I will assign homework after each lesson to reinforce your learning and offer progress reports to track your development. Additionally, I am committed to dedicating extra time to help you overcome any challenges you may encounter.
verified badge
◾ Tools

RStudio • SQL • SPSS • SAS • Jamovi • JASP

◾ Statistical Methods & Tests

Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation

◾ Data analysis & decision support

- Data preparation, structuring and validation using SAS, R and SQL
- Descriptive, exploratory and multivariate statistical analyses on business data
- Production of performance indicators and actionable analyses to support decision-making

◾ Selection and implementation of methods

- Preparation and structuring of databases
- Hypothesis testing and univariate, bivariate and multivariate analyses (ANOVA / ANCOVA)
- Linear and logistic regressions
- Factor analyses (PCA / MCA)
- Mediation and moderation models
- Classification / clustering

1) Academic support

- Lectures, tutorials, projects and assignments in statistics
- Help in understanding and interpreting the results
- Preparation for exams and academic presentations

2) Statistical analysis

- Descriptive statistics (univariate and bivariate)
- Multivariate analyses
- Data exploration and outlier detection

3) Statistical tests

- Correlations (Pearson, Spearman, Cohen's Kappa)
- t-tests (one and two samples, independent or paired)
- Chi-square, binomial tests
- z-scores and associated indicators

4) Statistical modeling

- Linear regressions (simple and multiple)
- Logistic regression
- Interpretation of coefficients, diagnostics and validation of models

5) ANOVA & ANCOVA

- One- or multi-factor ANOVA
- Repeated measures ANOVA
- Fixed and random effects
- Post-hoc tests and effect sizes

6) Factor analyses

- ACP / PCA (scree plot, factor scores, matrices)
- Exploratory factor analysis
- Factorial rotations
- Validation and interpretation of structures and clusters

◾ Reporting & communication

- Clear, structured and concise reporting of results
- Visualizations tailored to decision-makers
- Support for strategic and operational decision-making
verified badge
I am a Doctor of Psychology and researcher. Since October 2016 I have been successfully tutoring many B.A. and M.A. and Ph.D. level students and professionals who required help with Psychology (AS, A-level, and Degree level), Data analysis, SPSS, jamovi, JASP, R, Statistics, Research Methods, or were looking for assistance with their research projects/ theses/ dissertations.

I am specialised in Clinical Psychology (reading disability/ dyslexia), although I have good knowledge in other fields of psychology, as well as research methodology and data analysis (expert in SPSS). I would love to help students with the knowledge I have in individual live one-to-one sessions online via Skype/Zoom. I can also recommend literature on a particular subject and send something I already have in my database.
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📊 University and International Statistics – Step-by-Step Guide

👩‍🎓 Industrial Engineer
📍 Online classes from Lima – catering to high school and university students

I teach statistics and data analysis in a clear, structured, and practical way, so you can solve exercises, understand the logic of the subject, and prepare in advance for your assessments.
⚠️ Statistics requires time, practice, and patience. Starting early makes all the difference.

🎯 Who is it for?
High school students taking the exam:
British system exams (GCSE / A-Level / IGCSE)
Assessments and certifications from American or English universities
University students taking Statistics or Probability courses
Thesis students who need calculation and sample selection.

🧠 How can I help you?
✔️ Guided resolution of exercises from homework, books and guides
✔️ Conceptual preparation for exams
✔️ Methodological advice for theses (not execution)
❌ I do not conduct official exams or assessments

💻 Modality

Classes via Google Meet, Use of interactive whiteboard
Step-by-step explanations, with exam-style examples

📚 Syllabus
Probability
Propositional logic and set theory
Basic concepts of probability
Conditional probability and total probability
Discrete and continuous random variables. Probability functions.
Mathematical expectation
Discrete distributions (binomial, Poisson, etc.), Continuous distributions
Descriptive and Inferential Statistics
Frequency distributions and statistical graphs
Measures of central tendency: Arithmetic and geometric mean
Median and mode, Quartiles, deciles and percentiles
Variance, standard deviation, interquartile range, coefficient of variation
Symmetry and kurtosis coefficients
Linear correlation
Standard normal distribution
Hypothesis testing (one and two samples)
F distribution and chi-square.
Time series

🖥️ Supporting software: Excel, SPSS
Spanish language class
verified badge
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.
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In these neuro-divergent times, the binary division of "one language or two" in bilinguals is perhaps due some contestation, which students are capable of providing. I have always found bilingual production models (and the ubiquitous Powerpoint slide) that university teachers provide a hindrance because of their lack of explicitness and discussion - they are just not relatable as presented nor do they provide much information or examples for monolingual students.

Code-switching, a by-product of bilingualism, is now a term that is even found in minority-ethnic neighbourhood grafitti ("can white people code-switch" a found example). Please note that this is a linguistic term, used for switching between two languages, and not between local or social varieties of English.

My personal position is that there is no such thing as bilingualism: there is always a language that suffers attrition, and one language that prevails, mostly because of its prestigious standing over the other language. On the other hand, a child exposed to more than one language cannot be truly monolingual.

For this course (very popular at universities around Europe both at undergraduate and postgraduate level) we shall go through the terms used to discuss bilingualism, in detail, and then discuss, with the help of published books and articles, who can be considered bilingual (or are we all, one other language lying dormant?). Can bilingualism be defined by the speaker, instead of the "community"? Can it be imposed by the State? Does a bilingual brain function in the same manner as a monolingual brain? These are research questions that emerge as dissertation or thesis topics both at undergraduate and postgraduate courses.
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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.
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Experienced lawyer and legal services provider

Hello dear customer. Get to know your legal professional. I'm currently a practicing attorney, skilled writer, and internet researcher, doing exactly what I promise. The legal profession, research and writing have been my passion since the early years of my legal career, and through learning and experience, I have sufficiently honed my skills in these areas. Additionally, I am currently pursuing my Masters, a degree that I believe is an added advantage to my experience. Do not hesitate to entrust me with your assignment and expect the best from my services. Thank you in advance, and stay safe.
In this lesson I will guide you through the process of conducting legal research and writing legal documents.

- Legal Research: The teacher will explain how to conduct legal research, which is a crucial skill for anyone working in the legal field. This includes understanding how to use legal databases, how to find and interpret laws, regulations, and case law, and how to keep up with the latest legal developments. The teacher will also cover how to analyze legal issues and apply the law to specific scenarios.

- Legal Writing: The teacher will then move on to legal writing, which is another essential skill for legal professionals. This includes learning how to write various legal documents such as briefs, memos, contracts, and legal opinions. The teacher will give you tips on how to write clearly and persuasively, how to organize your arguments, and how to cite legal sources correctly.

- Practical exercises: Throughout the lesson, the teacher will provide practical exercises to help you apply what you have learned. This may include researching a specific legal issue or drafting a legal document.
- Feedback and improvement: The tutor will give you feedback on your work, helping you improve your legal research and writing skills. They will point out any areas of weakness and make suggestions for improvement.

This lesson is designed for anyone interested in law, whether you are a law student, a legal professional looking to improve their skills, or someone considering a career in law. It provides a solid foundation in legal research and writing, two of the most important skills for any legal professional.
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I'm a professional math teacher with a Master's degree in Mathematics and Applications, plus I've spent 4 years in PhD studies, diving deep into the mathematical universe. Over the past 8 years, I've been teaching students just like you.

How can I help you?!
I don't do one-size-fits-all teaching. Instead, I'll:
- Create lessons specifically designed for YOUR learning style and pace.
- Break down complicated concepts so they actually make sense.
- Help you crush that homework, ace those tests, and build solid skills
- Support you wherever you're at, from elementary arithmetic to university-level Calculus, Algebra, and Statistics.
- Help you prepare for your exams, tests, and tests: IB Math AA/AI SL/HL, A level, SAT, PSAT and NMSQT
- Help you prepare for your University entrance tests: Bocconi and Luiss..

Please don't book a session before sending me a message to check availability and logistics.
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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.
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My teaching methodology:

❖ Simplifying complex scientific concepts in a flexible and smooth manner, combining theoretical explanation with practical application.

❖ Stimulating students’ analytical and critical thinking skills through open-ended questions and problem-solving.

❖ Integrating sciences, which helps students understand the complementary relationships between statistics, biology, and biochemistry.

❖ Use modern educational methods, including interactive presentations, simulations, and scientific software.
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Hello to post-baccalaureate students (L1/L2/L3 maths/computer science, BUT, preparatory classes, engineering schools, career change)!

My name is Soufiane, I have a master's degree in Data Science & AI.

I offer 100% practical courses in university mathematics:
- Linear algebra (vectors, matrices, eigenvalues, diagonalization)
- Analysis (sequences, continuity, differentiation, integrals, series)
- Probability (random variables, distributions, expected value, limit theorems)
- Statistics (hypothesis testing, regressions, ANOVA, confidence intervals)
- Differential and integral calculus (differential equations, functions of several variables)
- Optimization (linear, convex, Lagrange, gradient)
- Discrete mathematics (graphs, combinatorics, logic)
- Mathematical modeling (dynamic systems, simulations)
- Applied projects (Python/Matlab/R to validate concepts) Levels: L1/L2/L3 maths, computer science, economics and management
BUT, MP/PC/PSI preparatory classes, ATS, Engineering schools (INSA, Centrale, ENSIIE, etc.), Career change / continuing education

Why me ?
Diagnostic to target gaps & objectives.
100% interactive courses: demonstrations, solved exercises, multiple-choice questions, digital practicals.
Professional resources: theorem sheets, summaries, exam-style exercises, PDF answer keys.
Flexible hours: evenings, weekends, holidays.
At home (Cergy, Pontoise, Sarcelles – free within 15 km) or Zoom + virtual whiteboard
Invoices issued.

Limited places available (max 8 students).
Respond quickly! See you soon to master math and ace your exams!
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🎓My name is Marc, I have a Master 2 degree in Applied Mathematics and Statistics and a Master 2 degree in Mathematics.
I teach mathematics and computer science to the following levels:
• Middle school (all grades)
• High school: common core curriculum, mathematics specialization, advanced mathematics
• Higher education: BTS, BUT, Bachelor's degree, private schools (probability, statistics, analysis, algebra, etc.)

📍 Areas of intervention
• At home: Marseille
• Online: throughout France (video conference lessons, shared materials, exercises sent after the lesson).

🧠 My method
• Review of the basics to fill in the gaps
• Simple explanations + concrete examples
• Targeted exercises to prepare for tests, exams, baccalaureate, midterms, etc.
• Implementation of a work method (worksheets, time management, writing)

🧮 For whom?
• Students who are struggling and want to improve their grades
• Students aiming for a good grade in the Brevet/Bac exams
• Higher education students who want to succeed in their math/statistics/computer science (python) exams.

⏰ Availability
• In the evenings on weekdays, and it's possible during the day on certain days of the week.
• Weekends
• School holidays (possibility of revision courses in small groups).
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◾ Tools

RStudio • SQL • SPSS • SAS • Jamovi • JASP

◾ Statistical Methods & Tests

Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation

◾ Data analysis & decision support

- Data preparation, structuring and validation using SAS, R and SQL
- Descriptive, exploratory and multivariate statistical analyses on business data
- Production of performance indicators and actionable analyses to support decision-making

◾ Selection and implementation of methods

- Preparation and structuring of databases
- Hypothesis testing and univariate, bivariate and multivariate analyses (ANOVA / ANCOVA)
- Linear and logistic regressions
- Factor analyses (PCA / MCA)
- Mediation and moderation models
- Classification / clustering

1) Academic support

- Lectures, tutorials, projects and assignments in statistics
- Help in understanding and interpreting the results
- Preparation for exams and academic presentations

2) Statistical analysis

- Descriptive statistics (univariate and bivariate)
- Multivariate analyses
- Data exploration and outlier detection

3) Statistical tests

- Correlations (Pearson, Spearman, Cohen's Kappa)
- t-tests (one and two samples, independent or paired)
- Chi-square, binomial tests
- z-scores and associated indicators

4) Statistical modeling

- Linear regressions (simple and multiple)
- Logistic regression
- Interpretation of coefficients, diagnostics and validation of models

5) ANOVA & ANCOVA

- One- or multi-factor ANOVA
- Repeated measures ANOVA
- Fixed and random effects
- Post-hoc tests and effect sizes

6) Factor analyses

- ACP / PCA (scree plot, factor scores, matrices)
- Exploratory factor analysis
- Factorial rotations
- Validation and interpretation of structures and clusters

◾ Reporting & communication

- Clear, structured and concise reporting of results
- Visualizations tailored to decision-makers
- Support for strategic and operational decision-making
Good-fit Instructor Guarantee
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