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Academic and university coaching. I am available to help you meet your academic challenges.

From 23 € /h

I am a professor and executive trainer. I acquired a solid education in France in humanities and educational sciences. I completed my training in documentary engineering.
I am a consultant to the Agence universitaire de francophonie-Comité scientifique and a consultant to the Association of Young Doctoral Students based in Paris.
I support pupils and students to help them meet their academic challenges and improve their performance.
I aim to develop their autonomy, their motivation, and their study skills, but also to strengthen their self-confidence and their well-being.
Students also ask me to assist them with the revision of their academic work: dissertations, theses and scientific articles.

Extra information

The student must be able to operate the online connection equipment.

Location

Online from Morocco

About Me

Administrator and trainer of local government executives
Member of the international French-speaking professional network.
French-speaking translator.
Professional writer

Education

I provide support and guidance in writing and editing your academic work.
As a French-speaking translator, I am able to provide you with accurate work that meets the standards of European academic institutions in foreign language teaching.

Experience / Qualifications

Hello,
I am a graduate of the University of Toulouse-le Mirail, France, currently studying at the Jean Jaurès University.
I hold a professional Master's degree in Information and Documentation Sciences.
I train local government executives in Information and Documentation Sciences.
I am a member of the international French-speaking professional network.
I provide support and guidance in writing and editing your academic work.
I am a French-speaking translator.
I am able to provide you with accurate work that meets the standards of European academic institutions in foreign language teaching.

Age

Children (7-12 years old)

Teenagers (13-17 years old)

Adults (18-64 years old)

Seniors (65+ years old)

Student level

Beginner

Intermediate

Advanced

Duration

60 minutes

The class is taught in

French

Arabic

English

Skills

Psychology

Statistics

Personal training

Reviews

Availability of a typical week

(GMT -05:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Methodology Course - I supervise university students for their research, scientific articles and dissertations.

19 € /h

Hello,
I am a professional writer and executive trainer with 10 years of professional experience. I coach university students on their research, scientific articles, and dissertations. My coaching includes documentary and statistical analysis.
I completed my university studies in France, I am French-speaking and perfectly trained to support you in your academic work.
I am a member of international institutions in my field of expertise, notably as a consultant to the French-speaking University Agency for Scientific Research and to the French Association of Young Doctoral Students based in Paris.

Thank you

Support and guidance for writing and correcting theses, dissertations and scientific articles

20 € /h

Hello,
I am a professional writer with over 10 years of experience. I coach university students on their research, scientific articles, and dissertations.
I am also a member of international institutions, a consultant and an active member of the Scientific Committee of the French-speaking University Agency and the Association of Young Doctoral Students based in Paris.
I have the skills necessary to support you with serenity and pedagogy.

Robert

4.71

(24)

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.

Salah

4.71

(24)

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.

Mr.

4.71

(24)

📣 Summer Math Boost – Build Confidence & Skills!
Does your child struggle with math?
This summer, give them the support, clarity, and confidence they need to start the next academic year strong!

I offer expert summer math sessions for:
📘 IGCSE (OL/AL) – Cambridge & Edexcel
📘 SAT, ACT, EST, DSAT – American diploma support
📘 Foundation courses for students with math difficulties
📘 Bridging programs for those moving to a new grade or curriculum

🔍Perfect For Students Who:
✔️ Find math confusing or frustrating
✔️ Have gaps in understanding from previous years
✔️ Need strong preparation before starting the next year
✔️ Are changing curriculum or aiming for international exams

✨ What's Included?
✅ Clear, simplified explanations tailored to each student's pace
✅ Short notes and techniques for solving problems quickly
✅ Pre-assessment to identify weak areas
✅ Weekly mini-tests and reports for parents
✅ One-to-one or focused small group sessions
✅ Summer activities & games to make learning fun!

🌟 Real Voices. Real Results. Real Math Excellence. 🌟
Before you decide — see for yourself!
Explore genuine reviews, powerful tests, and real student progress.
📚 Check my certifications, sample solved exams, and success stories from students who turned math into their strongest subject.

👉 Because trust is earned — and results speak louder than promises.
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Best Summer Math Tutor | Support for Students Struggling with Math
IGCSE - Edexcel - Cambridge - SAT - ACT - EST - DSAT
📣 The most powerful summer training in mathematics - to strengthen understanding and confidence!
Is your son or daughter struggling with math?
Summer is a golden opportunity to make up for lost time and build a strong foundation before the start of the new school year!

I offer distinguished summer courses in:
📘 IGCSE (Ordinary and Advanced Level) Syllabus – Cambridge and Edexcel
📘 Complete preparation for SAT - ACT - EST - DSAT tests
📘 A comprehensive foundation for students who have difficulties in understanding
📘 Transitional programs for students moving to a new curriculum or new stage

🔍 The lessons are ideal for students who:
✔️ They feel frustrated or confused about mathematics.
✔️ They have gaps or weaknesses in previous concepts.
✔️ They need to be strengthened and fully prepared before the start of the year.
✔️ Planning to take international exams or change curriculum

✨ What does the summer course include?
✅ A simple and clear explanation according to each student's level
✅ Short notes and easy techniques for quick solutions
✅ Initial test to identify weaknesses
✅ Weekly tests and periodic reports for parents
✅ Individual lessons or focused small groups
✅ Educational activities and interactive games to make learning fun

🌟 Real opinions, tangible results, and proven athletic excellence. 🌟
Before you decide... see for yourself!
Read reviews from previous students and see their experiences and real progress in mathematics.
📚 Check out my certified certificates, sample solved questions, and success stories that prove math can be easier and more fun than you can imagine.

👉 Because trust is built, and results speak louder than words.

Sylvain

4.71

(24)

An engineer by training, I have been supporting students of all levels, in mathematics and beyond, for 10 years.

My classes aren't just about explaining formulas: I strive to convey a work method, self-confidence, and a positive approach to learning. Together, we'll work on gaining a deeper understanding of mathematical concepts, but also on becoming more organized, managing stress, and progressing independently.

👉 What I propose:

- Clear explanations adapted to your level

- Practical and structured exercises

- Helps with memorization and organization

- Stress management and mental preparation before exams

- Regular and personalized monitoring

It's September, the start of the new school year: the perfect time to get off to a good start and give yourself the best possible chance. Getting support now will allow you to approach the year with confidence, with a solid foundation and an effective working method.

My goal? For you to succeed in math and gain peace of mind, so you can progress in school and beyond.

Cami

4.71

(24)

In our imagination, nourished by our education and our conditioning, we all believed one day that once married, having founded our family, we will realize our dream.

Before taking the leap, we all idealize this life, and the stronger our hope, the stronger the awakening to the reality of life would probably be.

Indeed, family life is another experience, a challenge and a process during which we learn a lot about ourselves, about the other and about the relationship.

By choosing the right mediator, family and married life can therefore be a great opportunity to grow (sometimes in pain, in joy).

Among the possible accompaniments, some examples:
- The basics of a solid and fulfilled married or family life
- How to resolve disagreements
- The secrets of a balanced and balancing child education
- Learn to express emotions
- Manage families and in-laws
- How to take your place within the couple
- Define the respective roles of each

Among the techniques used:
- Non-violent communication tools

- The “helping relationship” which aims to support people in crisis or conflict situations and help them resolve dysfunctions (emotional, relational difficulties, repetition of scenarios, lack of self-confidence, etc.) . It also leads to better self-knowledge and guides the person to discover their own solutions.
The practitioner in helping relationship through his attentive and neutral listening, his training, his personality, his presence, his availability will allow the consultant to progress towards a better knowledge of his psychological mechanisms, respecting his blockages, his rhythm and his ability to hear.
The therapist takes into account the subject as a whole: physical, psychological and social.
Allow the consultant to access autonomy so that he can, when he feels ready, walk alone, in all inner serenity.

- Coaching that allows you to act and take responsibility, which is the basis of effective and lasting change. Work on the management of emotions and relationships, confidence and self-esteem, self-affirmation is at the center of individual support, which allows you to live more fulfilled and authentic relationships.

- Love coaching, which is personalized support based on understanding the mechanisms of love and focusing on putting an individual in this disposition of openness and acceptance of the other and their difference (which prepares to receive love) and to transfer keys of understanding to gain emotional maturity.
It allows you to obtain concrete and measurable results in your love life.
Through coaching, the consultant becomes aware of his resources, optimizes his potential and transforms his life.

- Brief marital and family therapy. She is interested in how the problems manifest themselves in the present but the personal history of each is also approached. This insight helps to better understand the events experienced and to make connections between the past and what is at stake in the current difficulties. We introduce changes in behavior to open up perspectives, mainly relational.

- Sophrology. Sophrology is a gentle method that promotes relaxation of the body and mind where you relearn how to listen to your feelings using controlled breathing exercises, muscle relaxation and mental suggestions. It allows you to develop your potential, regain self-confidence, manage your emotions and achieve your goals. It will be, at times, interesting to use this technique to manage to unblock the mind that is blocking and to give the body more amplitude to welcome what presents itself.

➤ THE COACH PSYCHOANALYST PSYCHOPRACTITIONER
Trained at the Grande Ecole post-preparatory classes & Ivy League University in the United States, our psychoanalyst, psycho-practitioner and behaviorist coach has specialized and worked for more than 15 years, in Europe and North America, in the field, in renowned international public and private establishments, regularly speaking in forums and conferences, and also offering personalized INDIVIDUAL support.

➤ PLACE, TIMETABLE, PRICES
✓ Locations: Geneva-Lausanne-Fribourg-Zurich-Neuchâtel-Lugano-Montreux-Basel-Neuchâtel-Bern-Lucerne-Brussels-Luxembourg-Paris-Lyon. But currently, these sessions continue to be offered by videoconference in the current context and in accordance with general demand which is almost unanimous on this subject.

✓ Indeed, apart from the classic advantages of videoconferencing (time saving related to travel & their unforeseen events, eco-responsibility, increased schedule flexibility, etc.), the quality of the session & the interaction remain identical. In addition, the entire exchange, notes and recommendations are immediately transcribed on the dedicated chat.

✓ To support us among ourselves & to be pleasant to you in this sustainable / particular period and in a spirit of solidarity, the fees are temporarily reduced and will not increase after the start of our sessions.

✓ Languages: French/English.

✓ The progress following these private sessions is perceptible from 1 to 2 sessions (*2024 study).

✓ As other people do regularly, you can also please your loved ones by offering gift vouchers available all year round.

CONTACT / PROGRAM
✓ First contact by email then by phone.
✓ A la carte program: evaluated and adapted to each need.

➤ The Apprentus calendar is not refreshed/updated.

Tim

4.71

(24)

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

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

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

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

Tim

Madara

4.71

(24)

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

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

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

Jean

4.71

(24)

Listening, learning, sharing, pleasure are the 4 words that sum up the moments we will spend together.
My classes are for everyone. I will adapt to your level and do my best so that you have a better level after each lesson.

Prashil

4.71

(24)

👑 Greetings, Aspiring Chess Champions! 👑

I am thrilled to introduce myself as your dedicated chess instructor. My name is Prashil, and I come to you with a passion for chess that has led me to victory in numerous tournaments and earned me the esteemed title of an Internationally acclaimed chess player.

With a rating hovering 2000+ and the proud privilege of representing our country on the national stage, I'm excited to guide you on a chess journey like no other.

I, too, started as a budding chess player, facing the challenges and self-doubt that often accompany learning this intricate game. I understand firsthand the difficulties you might encounter, and that's precisely why I'm here—to turn you into a chess virtuoso.

🌟What You'll Gain Under My Tutelage 🌟

🔍 Chess from the Ground Up: We'll begin with the fundamentals, ensuring everyone understands the game's basics.

🚀 From Novice to Maestro: Whether you're taking your first steps or advancing your skills, I'll guide you on chess mastery.

🧩 Mastering the Chessboard: We'll delve into chess pieces, tackle puzzles, and develop tactics that will amaze your opponents.

🏰 Opening Moves: Uncover the secrets of various chess openings and traps, setting the stage for your future victories.

🧠 Game Memory: Learn to memorize games, a skill that will elevate your gameplay to new heights.

👁️ Blindfold Chess: For truly advanced players, I'll teach you the fascinating world of blindfolded chess, a mark of true chess expertise.

🤝 Tailored Instruction: I offer one-on-one and group lessons to meet your unique needs and preferences.

🕒 Flexible Timings: I understand that life has its demands. My classes are available in the morning, afternoon, and evening, making chess excellence convenient.

Are you ready to embark on this thrilling chess journey with me as your mentor? Prepare to learn the game and master it to become a renowned chess player!

Join my Chess Club today and make your move towards chess greatness. For enrollment or any class inquiries, feel free to reach out here. Your chess adventure begins here! 🌐

Maria

4.71

(24)

Do you want to enhance your mental abilities, train your creative thinking, and improve your cognitive performance?
This course combines the best of cognitive stimulation and neuropsychology to help you strengthen your mind, expand your problem-solving skills, and think flexibly and innovatively.

As a university professor and neuropsychologist, I have designed a practical and personalized program for young people and adults who wish to develop their full cognitive potential.
What are you going to achieve with this course?
Develop your flexible thinking
Learn to look at problems from new perspectives, break rigid thinking patterns, and find creative and effective solutions in complex situations.

Stimulate key executive functions
It develops skills such as planning, logical reasoning, decision-making, sustained attention, and working memory, which are essential for good academic, work, and daily performance.

Adapt better to challenges
Cognitive stimulation strengthens your ability to adapt to change, handle the unexpected, and respond with mental agility to new demands.

Prevent cognitive decline
Incorporate neuroscience-based practices that help you take care of your mental health and prevent future difficulties associated with chronic stress or aging.

Improve your overall well-being
Strengthening your cognitive abilities has a direct impact on your emotional well-being, your autonomy, your creativity, and your personal relationships.

Who is this course for?
✔️ Adults looking to optimize their cognitive and professional performance.
✔️ People experiencing temporary dysfunctions (stress, mental fatigue, lack of concentration).
✔️ People with a neurological history (stroke, TBI, neurodegenerative diseases) seeking cognitive rehabilitation.
✔️ Young adults who want to improve their concentration, planning, and problem-solving skills for studying, working, or starting a business.

How do we work?
This course includes an initial assessment and a personalized intervention plan, with practical exercises, neurocognitive strategies, and innovative tools based on scientific evidence.

I guide you through a process that combines science, creativity, and human development so you can achieve your best mental state.

Want to know more? Send me a direct message and I'll be happy to answer your questions.

Yogesh

4.71

(24)

Mindfulness & Meditation Classes – All Levels WelcomeDiscover Calm, Clarity, and Balance

Experience guided meditation sessions designed for everyone—especially beginners—who want to explore mindfulness in a gentle, supportive environment. Each class is tailored to help you reduce stress, improve focus, and bring lasting well-being into your daily life.

What You’ll Experience

Supportive Guidance: Step-by-step instruction in simple meditation and breathing techniques, perfect for new or nervous students.

Mindfulness Tools: Learn practical exercises including breath awareness, guided visualization, and body scan to cultivate inner calm and mental clarity.

Personalized Attention: Individual or small group settings, with sessions customized to your needs and goals.

Holistic Well-being: Optional integration of gentle movements or sound healing elements, helping release tension from body and mind.

Typical Session Structure

SegmentDetailsWelcome & IntentionSettle in, introduce theme, share intentionsBreathworkRelaxing pranayama or mindful breathing exercisesGuided MeditationStep-by-step instructions, gradual progressionReflection & Q&AShare insights, ask questions, tips for home practice

Who Should Join?

Beginners seeking a welcoming introduction to meditation.

Anyone looking to reduce anxiety, improve focus, or support better sleep.

Busy professionals and students interested in stress management.

All ages are welcome—no prior experience needed.

Class Options

Private 1:1 Lessons: Tailored support for your journey.

Small Group Sessions: Supportive group energy and motivation.

Online or In-person: Flexible formats to fit your lifestyle.

Ready to Begin?

Step into a calmer, more mindful life—one breath at a time.

Contact now to reserve your spot or book your introductory session.
Sessions available in English and Hindi for your convenience.
All welcome—no special equipment required.

Medo

4.71

(24)

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.

Kevin

4.71

(24)

For many years, I have successfully supported Swiss students in the fields of statistics, data analytics, machine learning, and artificial intelligence. I have gained extensive experience using R as a statistical programming tool and know exactly what students in Switzerland are required to do. I have numerous sample projects, datasets, and exam questions at my disposal and have prepared many students for their assignments and exams in a targeted, sustainable, and highly successful manner. My focus is on explaining complex statistical procedures, algorithms, and data analyses in an understandable way, demonstrating them in a practical way, and building confidence in the secure handling of data. My goal is not only to improve grades, but also, in the long term, to develop a deep understanding of data-driven questions and modern technologies such as machine learning and AI, which are crucial in later professional life.

► How do I teach?

►I attach great importance to ensuring that my students truly understand statistical concepts, data analytics methods, machine learning, and AI models, rather than just applying them mechanically – this is how we achieve sustainable success in statistics, data analytics, and modern technologies.

►My success is based on my ability to flexibly adapt my teaching style to the individual needs of students in statistics, data analytics, machine learning and AI, including topics such as regression methods, logistic regression and other machine learning algorithms.

►I use practical, lively examples from statistics, data science and AI to clearly explain abstract concepts such as hypothesis testing, analysis of variance, linear and nonlinear models and to anchor them deeply in the memory.

►With patience and clarity, I break down complex statistical analyses, machine learning models, and data processes into their essential components so that no student is overwhelmed and can build a solid foundation in statistics, data analytics, and AI.

►I am convinced that trusting collaboration is crucial to reducing uncertainty in statistics or data science and creating a productive learning atmosphere.

►I offer intensive exam preparation and project support in statistics, data analytics, machine learning and AI, develop strategies to combat exam anxiety with my students and train them on real data sets and complex algorithms.

►As an experienced online tutor for statistics, data analytics, machine learning, and AI, I use modern tools such as interactive whiteboards and live coding sessions in R to make teaching as efficient and practice-oriented as possible.

►Locations: I teach statistics, data analytics, machine learning, and AI at your home, online, or by appointment – flexible, professional, and tailored precisely to your needs.

Raouf

4.71

(24)

Are you a student in a bachelor's degree program, preparatory classes, or engineering school and need help understanding your math courses? I'm here to help you online.
Course in descriptive statistics, combinatorial analysis and probability. R programming language.
Algebra and analysis for the bachelor's degree.
Mathematics courses for engineering programs.
Numerical analysis courses for Master's and engineering programs.
High school diploma and university level.
I offer you the option of a single block course or sessions spread over several weeks.

Amine

4.71

(24)

◾ 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