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Professeur fiable
Ce professeur a un délai et un taux de réponse très élevé, démontrant un service de qualité et sa fidélité envers ses élèves.
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Depuis mars 2023
Professeur depuis mars 2023
Accounting, Management, business statistics, and more. Whether you are a beginner or an advanced student in Arabic or limited English
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Àpd 51.87 € /h
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Welcome to my comprehensive commerce and business tutoring services! I am an expert tutor with extensive experience in teaching a wide range of subjects, including accounting, business statistics, and more. Whether you are a beginner or an advanced student, I offer tailored lessons that cater to your individual needs and help you achieve your academic goals.

As a native Arabic speaker, I provide tutoring services in fluent Arabic, as well as good English. My teaching style is interactive and engaging, focusing on building a strong foundation of knowledge and skills, and using real-world examples to illustrate complex concepts.

In addition to tutoring, I also offer specialized services such as research, proposal, and assignments review. I am dedicated to ensuring my students' success, and I work closely with them to help them improve their academic performance and excel in their studies.

If you're looking for a reliable and experienced commerce and business tutor, look no further. Contact me today to schedule your first lesson!
Lieu
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En ligne depuis Chine
Présentation
As an experienced Assistant Professor of Accounting with over 15 years of experience in both academic and the professional field, I have developed a high level of competence in various aspects of scientific research, as well as general knowledge and accounting experience. My practical knowledge and experience in budgeting, forecasting, variance analysis, financial reporting, project management, performance management, auditing, financial accounting, and management accounting enable me to deliver top-quality tutoring services.

I am proud of my highly developed communication skills and the ability to build effective relationships across businesses. I possess strong team leadership capabilities, highly developed detailed analysis, and problem-solving skills, which are essential for helping my students succeed. My goal is to help my students excel in their studies and achieve their academic goals.

I have a solid educational background in accounting, including a PhD in Accounting from China, a Master's degree in Accounting, Control and Auditing in Morocco, and a Bachelor's degree in Accounting from Yemen. I make every effort to keep my knowledge fully up to date and to continuously improve my teaching methods to ensure my students receive the best possible education.

As a passionate academic researcher, I believe my educational and professional background, combined with my skill and enthusiasm for working in research, make me an excellent asset to any team or project. I have a range of experiences and skills that enable me to make a difference in the lives of my students.
Education
01/09/2015 to 28/12/2018 PHD IN ACCOUNTING, Southwestern University of Finance and Economics, Chengdu (China).
03/11/2009 to 17/11/2011 A MASTER’S IN ACCOUNTING, CONTROL AND AUDIT, Mohammed V University, Souissi, Rabat (Morocco).
09/1997 to 06/2001 A BACHELOR’S DEGREE IN ACCOUNTING, Ibb University, Ibb (Yemen)
Expérience / Qualifications
WORK EXPERIENCE
01/09/2022 to Now Faculty Member, Beijing Foreign studies University, Beijing (China)
15/01/2022 to 05/02/2024 Faculty MEMBER, Philadelphia University, Amman (Jordan)
05/02/2022 to 05/02/2024
FACULTY MEMBER, Philadelphia University, Amman (Jordan)
17/10/2020 to 15/01/2022 ASSISTANT PROFESSOR (PART-TIME JOB), National University, Ibb (Yemen)
01/10/2020 to 31/01/2022
HEAD OF ACCOUNTING DEPARTMENT, Al-Qalam University for humanitarian and Applied Sciences, Ibb (Yemen), Ibb (Yemen)
11/01/2020 to 15/01/2022 ASSISTANT PROFESSOR (PART-TIME JOB), Al-Qalam University for humanitarian and Applied Sciences, Ibb (Yemen)
11/01/2020 to 15/06/2020 ASSISTANT PROFESSOR (PART-TIME JOB), University of science and technology, Ibb (Yemen)
01/01/2020 to 25/03/2020 CEO, Moeen Hypermarket, Ibb (Yemen)
29/08/2019 to 31/12/2019 CFO, Moeen Hypermarket, Ibb (Yemen)
16/02/2019 to 15/01/2021 ASSISTANT PROFESSOR (PART-TIME JOB), International Malaysian University, Ibb (Yemen)
14/02/2019 to 31/01/2022 ASSISTANT PROFESSOR (PART-TIME JOB), Aljazeera University, Ibb (Yemen)
29/01/2019 to Now ASSISTANT PROFESSOR, National Institute for Administrative Sciences, Ibb (Yemen)
02/03/2012 to 31/08/2014 LECTURER, National Institute for Administrative Sciences, Ibb (Yemen)
01/09/2016 to 15/07/2018 LECTURER, Chengdu Institute, Sichuan International Studies University, Chengdu (China)
10/2014 to 12/2018 CFO, CoolDream company (China)
01/09/2013 to 30/06/2014 LECTURER (PART-TIME JOB), Aljazeera University, Ibb (Yemen)
01/09/2012 to 15/06/2013 LECTURER (PART-TIME JOB), University of science and technology, Ibb (Yemen)
07/11/2007 to 20/10/2008 HEAD OF THE GENERAL ADMINISTRATION DEPARTMENT, National Institute of Administrative Sciences, Ibb (Yemen)
16/12/2005 to 06/11/2007 HEAD OF THE DEPARTMENT OF ACCOUNTING, National Institute of Administrative Sciences, Ibb (Yemen)
23/07/2005 to 04/08/2005 ACCOUNTING TRAINER, Social Fund for Development, Ibb (Yemen)
28/05/2005 to 02/06/2005 ACCOUNTING TRAINER FOR ACCOUNTING AND BOOKKEEPING CLERK, Yemeni-German Project (IDAS-3), Ibb (Yemen)
07/08/2004 to 19/08/2004 ACCOUNTING TRAINER, Social Fund for Development and Yemeni-German Project for Agricultural Cooperative Associations, Ibb (Yemen)
2004 to 2007 ACCOUNTING MANAGER, Alhubaishi's Furniture and households stores, Ibb (Yemen)
09/2001 to now FACULTY MEMBER, National Institute for Administrative Sciences, Ibb (Yemen)
Age
Enfants (7-12 ans)
Adolescents (13-17 ans)
Adultes (18-64 ans)
Seniors (65+ ans)
Niveau du Cours
Débutant
Intermédiaire
Avancé
Durée
60 minutes
120 minutes
Enseigné en
arabe
anglais
Disponibilité semaine type
(GMT -04:00)
New York
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Cours par webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
Embark on a comprehensive exploration of audit theory and practical applications in our course, designed to equip you with essential auditing skills. Whether you are a beginner, intermediate learner, or advanced professional, this class covers the spectrum of audit knowledge. From understanding foundational theories to hands-on practical exercises, you will gain insights into auditing processes and techniques. Join us in unraveling the complexities of auditing, honing your skills in critical analysis, and acquiring the knowledge needed to excel in the dynamic field of audit. Mainly in Arabic with Some explanations in english and Presentations in English
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Unlock the intricacies of financial accounting in our comprehensive course, uniquely tailored to cater to both English and Arabic speakers. Delivered predominantly in Arabic with supplementary explanations in English, this course ensures a seamless understanding for participants with varying language preferences. Dive into the core principles of business accounting, explore practical applications, and gain invaluable skills in financial reporting and analysis. Join us on this bilingual educational journey, where language diversity meets a comprehensive exploration of financial accounting concepts.

اكتشف تعقيدات المحاسبة المالية في دورتنا الشاملة، المصممة بشكل فريد لتلبية احتياجات المتحدثين باللغة الإنجليزية والعربية. يتم تقديم هذه الدورة في الغالب باللغة العربية مع شرح إضافي باللغة الإنجليزية، وتضمن فهمًا سلسًا للمشاركين ذوي التفضيلات اللغوية المختلفة. انغمس في المبادئ الأساسية لمحاسبة الأعمال، واستكشف التطبيقات العملية، واكتسب مهارات لا تقدر بثمن في إعداد التقارير والتحليلات المالية. انضم إلينا في هذه الرحلة التعليمية ثنائية اللغة، حيث يلتقي التنوع اللغوي مع الاستكشاف الشامل لمفاهيم المحاسبة المالية.
Lire la suite
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Private lessons: at home or online
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Intensive courses: for rapid progress
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Solve the exercises with ease
Gaining self-confidence
Pass your exams with flying colors
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Finance, accounting & economics – clearly explained, with practical support
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Course in descriptive statistics, combinatorial analysis and probability. R programming language.
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Location: Agadir.
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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.
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• Higher education: BTS, BUT, Bachelor's degree, private schools (probability, statistics, analysis, algebra, etc.)

📍 Areas of intervention
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🧠 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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Module 1 : Dénombrement
Ce module pose les bases logiques indispensables pour les probabilités
.Analyse Combinatoire : Permutations, arrangements (avec et sans répétition) et combinaisons.
Outils de dénombrement : Utilisation du triangle de Pascal et de la formule du Binôme de Newton.
Applications concrètes : Résolution de problèmes complexes (tirages, codes, partitions).

Module 2 : Probabilités (Modéliser l'aléatoire
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Probabilités Fondamentales : Axiomes, probabilités conditionnelles et indépendance (Théorème de Bayes).Variables Aléatoires Discrètes : Lois de Bernoulli, Binomiale et de Poisson (Espérance, Variance et Écart-type).

Module 3 : Statistique Descriptive
Savoir organiser, résumer et interpréter des séries de données.Indicateurs de Position : Moyenne, Médiane, Mode et Quartiles.
Indicateurs de Dispersion : Variance, Écart-type et Étendue.

Représentations Graphiques : Histogrammes, diagrammes en boîte (Box-plots) et courbes cumulatives.Statistiques Bivariées : Corrélation linéaire, droite de régression et méthode des moindres carrés.

Ma Méthodologie : Avant de manipuler les formules , j'enseigne la logique du choix et de l'ordre pour éviter les erreurs classiques. Rigueur de Rédaction : En statistiques et probabilités, la rédaction est cruciale.
J'enseigne comment justifier chaque étape pour maximiser les points aux examens
Utilisation des Outils : MIntroduction au langage R.
Lien avec le Machine Learning : Pour les étudiants intéressés, je montre comment ces concepts sont les fondations de l'Intelligence Artificielle moderne.
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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!

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.

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➤ Being a good manager is also being a good communicator. After all, a strategy can only be put into practice if you show yourself capable of interacting with your employees, of being a source of inspiration for them and of listening to their concerns. Unfortunately, not all managers naturally excel in this role and their difficulties in asserting themselves as true leaders is often attributable to their difficulties in communicating.

➤ The objective would then be to explore together the areas of improvement in terms of communication know-how. And managing effectively requires specific and advanced know-how.

➤ In fact, managerial communication corresponds to the interactions between the management of the company and the organization and more specifically, between the manager and his team. This executive is in charge of transmitting information and directives from higher hierarchical levels, supporting internal communication, distilling messages related to his own management to obtain the commitment of his team, all while transmitting a message effectively.

➤ This exercise can therefore be tricky: this is why it is important to choose the right mediator in order to be well supported, not only to be understood by those around him, but also to carry out his mission.

➤ What to communicate? When ? Whose ? These questions will find an answer in the consistency of the actions undertaken. Good managerial communication will thus aim to exchange / dialogue effectively with its employees, maintain a close link between the different layers of the company, bring human relations back to the heart of the company, establish a climate of trust and good team cohesion, motivate by inspiring.

➤ In short, each session combines techniques & practice exercises adapted to your everyday situations (filmed with your agreement in order to be reviewed, commented on, decoded together live), so that you can put them into practice immediately, and this from the 1st session.

Statistically, the progression following these private sessions is quickly noticeable, from 2 or 3 sessions *. (* study 2020).

➤ THE TRAINER:
Trained in Grande Ecole post-preparatory classes & Ivy League university in the United States, our teacher has specialized and has been working for more than 15 years, in Europe and North America, in the field of communication , in reputable international public and private establishments, intervening in forums and conferences, and oriented on two axes: training and coaching, with pedagogy and careful methodology as key words.

➤ PLACE, TIMETABLE, PRICES
- Locations: Geneva-Lausanne-Friborg-Zurich-Neuchâtel-Lugano-Montreux-Bâle-Neuchâtel-Berne-Lucerne-Bruxelles-Luxembourg-Paris-Lyon. But currently and until further notice, only by videoconference in accordance with national recommendations on Covid, this format also unanimously suitable for those accompanied.

-Apart from the classic advantages of videoconferencing (time savings related to travel, eco-responsibility, increased scheduling flexibility, etc.), the quality of the session & the interaction remain the same. In addition, the notes taken during the sessions are immediately transcribed on the session chat and are automatically transmitted to you so that you can browse them during and after the session if you wish.

- Hourly fees: To support each other and to be pleasant to you in this period of covid19 and in a spirit of solidarity, the fees have been temporarily reduced. But this fixed price will not increase after the start of the sessions.

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

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➤ Being a good manager is also being a good communicator. After all, a strategy can only be put into practice if you show yourself capable of interacting with your employees, of being a source of inspiration for them and of listening to their concerns. Unfortunately, not all managers naturally excel in this role and their difficulties in asserting themselves as true leaders is often attributable to their difficulties in communicating.

➤ The objective would then be to explore together the areas of improvement in terms of communication know-how. And managing effectively requires specific and cutting-edge know-how.

➤ In fact, managerial communication corresponds to the interactions between the management of the company and the organization and more specifically, between the manager and his team. This manager is in charge of transmitting information and directives coming from higher hierarchical levels, supporting internal communication, distilling messages related to his own management to obtain the commitment of his team, all while transmitting a message effectively.

➤ This exercise can therefore be tricky: this is why it is important to choose the right mediator in order to be well supported, not only to be understood by those around him, but also to carry out his mission.

➤ What to communicate? When ? Whose ? These questions will find an answer in the consistency of the actions undertaken. Good managerial communication will thus aim to exchange / dialogue effectively with its employees, maintain a close link between the different layers of the company, bring human relations back to the heart of the company, establish a climate of trust and good team cohesion, motivate by inspiring.

➤ In short, each session combines techniques & practice exercises adapted to your everyday situations (filmed with your agreement in order to be reviewed, commented on, decoded together live), so that you can put them into practice immediately, and this from the 1st session.

Statistically, the progression following these private sessions is quickly noticeable, from 2 or 3 sessions*. (*study 2022).

➤ THE TRAINER:
Trained in Grande Ecole post-preparatory classes & Ivy League university in the United States, our teacher has specialized and has been working for more than 15 years, in Europe and North America, in the field of communication , in reputable international public and private establishments, intervening in forums and conferences, and oriented on two axes: training and coaching, with pedagogy and careful methodology as key words.

➤ PLACE, TIMETABLE, PRICES
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✓ 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

✓ A la carte program: evaluated and adapted to each need.
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By delving deep into the practical applications of statistics and data science, this course is designed to set you up for success.

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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),

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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.

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I don't do one-size-fits-all teaching. Instead, I'll:
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- 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.
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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
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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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Unlock the beauty of the Arabic language from the comfort of your home. With personalized lessons tailored to your pace and schedule, you'll gain confidence and fluency in no time.

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✅ Engaging, interactive lessons
✅ A supportive, experienced instructor
✅ Flexible timings to fit your lifestyle
✅ Customized resources for faster learning

Whether you're starting from scratch or polishing your skills, this is your chance to achieve your goals. Don't wait—take the first step toward fluency today!"
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Je suis un professeur particulier qualifié et passionné de mathématiques, diplômé de l'Université Cheikh Anta Diop de Dakar (UCAD). Mon parcours académique m'a amené à étudier les mathématiques, la physique et l'informatique lors de mes deux premières années d'université, avant de me spécialiser avec une licence et un master en biomathématiques. Ces formations m'ont permis d'approfondir mes compétences en sciences appliquées et de développer une expertise pointue dans l'analyse de concepts complexes.
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Ma parfaite maîtrise des programmes de mathématiques, alliée à mon expertise en biomathématiques, me permet de simplifier des notions complexes et de rendre l'apprentissage des sciences accessible à tous. Mon objectif est d'aider chaque élève à consolider ses bases, à regagner confiance en lui et à devenir autonome dans ses études.
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En tant que professeur de mathématiques hautement qualifié, diplômé de l'école supérieure des professeurs et fort de 5 années d'expérience en enseignement dans des lycées publics, je suis heureux de proposer des cours de soutien scolaire en mathématiques à domicile pour les élèves de niveau T et Tronc Commun Sciences, TC Technologique, 1ère Bac Sciences expérimentales et terminale de toutes les filières (SVT-PC-SC.Math-L), ainsi que pour les classes de 2nde et 1ère générale, Terminale spécialité du système français, ainsi que les niveaux 5ème, 4ème et 3ème du collège.

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En résumé, je suis confiant dans mes compétences en tant que professeur de mathématiques pour aider les élèves de tous les niveaux à progresser et à réussir dans cette matière exigeante. Je suis convaincu que mes méthodes d'enseignement dynamiques et stimulantes aideront mes élèves à atteindre leurs objectifs en mathématiques et à acquérir une confiance en eux qui les suivra tout au long de leur vie.
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Finance, accounting & economics – clearly explained, with practical support
My name is Kian, an experienced tutor from Bern. I guide students, career starters, and professionals on their journey through the world of numbers—whether in their studies, exam preparation, or in their everyday professional lives.

With my structured, motivating, and practical approach, I'll help you not only solve problems, but also truly understand economic relationships, confidently handle numbers, and confidently apply financial knowledge in real-life situations. My lessons are personalized, accessible, and at eye level.

Who I am – and why I teach:
I have many years of experience teaching financial and economic topics – from accounting to business administration to financial analysis. I teach students from various disciplines as well as professionals who want to expand their business skills.

In addition to my teaching activities, I have participated in various business projects, including budget planning, financial modeling, and cost accounting. This combination of theory and practice makes my teaching particularly realistic and, at the same time, easy to understand.

I love it when complex content suddenly makes sense – and when people realize they can handle business topics confidently and strategically. For me, tutoring is more than just imparting knowledge – it's a collaborative process of developing ideas that builds self-confidence.

What you can expect from me:

-Individual lessons with a focus on finance, bookkeeping, accounting & economics
-Support with exams, homework, projects or professional challenges
-Step-by-step explanations – practical, clear and adapted to your situation
-Communication of business contexts and financial decision-making logic
-Development of long-term numerical understanding and structured thinking
-Flexible lessons in Bern or online – competent, individual & sustainable

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Because I know how difficult economics can seem at first glance – and because I can help you look behind the terms, formulas and processes:
How companies tick, how to interpret numbers, and how to make smart decisions from them.

With me, you won't just learn how to make bookings correctly—you'll learn how to think like an entrepreneur. I'll guide you not only in understanding business, but also in working with it confidently.

Learn finance.
Understand how the economy works – and how you can use it to your advantage.
If you are ready to think economically, I am ready to accompany you.
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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.
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I am a senior lecturer at the National School of Applied Sciences (ENSA), holding a doctorate in mathematics, with more than 15 years of experience in teaching at different levels: middle school, high school and higher education.
I offer math tutoring for all levels: middle school, high school and higher education (Algebra, Analysis, Data Analysis, Probability and Statistics, Financial Mathematics...) Clear and progressive method adapted to each student's pace Review of the basics, preparation for exams and competitions Possibility of lessons at home or online according to your preference.
Location: Agadir.
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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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Module 1 : Dénombrement
Ce module pose les bases logiques indispensables pour les probabilités
.Analyse Combinatoire : Permutations, arrangements (avec et sans répétition) et combinaisons.
Outils de dénombrement : Utilisation du triangle de Pascal et de la formule du Binôme de Newton.
Applications concrètes : Résolution de problèmes complexes (tirages, codes, partitions).

Module 2 : Probabilités (Modéliser l'aléatoire
)De la théorie classique aux modèles plus complexes.
Probabilités Fondamentales : Axiomes, probabilités conditionnelles et indépendance (Théorème de Bayes).Variables Aléatoires Discrètes : Lois de Bernoulli, Binomiale et de Poisson (Espérance, Variance et Écart-type).

Module 3 : Statistique Descriptive
Savoir organiser, résumer et interpréter des séries de données.Indicateurs de Position : Moyenne, Médiane, Mode et Quartiles.
Indicateurs de Dispersion : Variance, Écart-type et Étendue.

Représentations Graphiques : Histogrammes, diagrammes en boîte (Box-plots) et courbes cumulatives.Statistiques Bivariées : Corrélation linéaire, droite de régression et méthode des moindres carrés.

Ma Méthodologie : Avant de manipuler les formules , j'enseigne la logique du choix et de l'ordre pour éviter les erreurs classiques. Rigueur de Rédaction : En statistiques et probabilités, la rédaction est cruciale.
J'enseigne comment justifier chaque étape pour maximiser les points aux examens
Utilisation des Outils : MIntroduction au langage R.
Lien avec le Machine Learning : Pour les étudiants intéressés, je montre comment ces concepts sont les fondations de l'Intelligence Artificielle moderne.
Garantie Le-Bon-Prof
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