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Depuis décembre 2025
Professeur depuis décembre 2025
Primary School - Mastering basics and Homework help
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Àpd 35.19 $ /h
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Mastering the basics and fundamentals at an early age can be extremely beneficial to children in highschool. It will make learning ain high schoool fun and easier making it less pressured come exam time. Hence, I offer to teach children the basics of ks1 to ks3 curriculum and any additional homework help required.
Lieu
location type icon
En ligne depuis Royaume-Uni
Age
Enfants (4-6 ans)
Enfants (7-12 ans)
Niveau du Cours
Débutant
Intermédiaire
Avancé
Durée
30 minutes
60 minutes
Enseigné en
anglais
Compétences
Disponibilité semaine type
(GMT -05:00)
New York
at teacher icon
Cours par webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
Grasping the basics and fundamentals of Science early on is key to getting high grades come your final exams. Hence, I am willing to help you better understand and develop the key skills required for you to get good results along with providing helpful tips to ace your exams and strategies to never run out of time on exam day.
- Basics are taught i.e national 5 and below along with in depth lessons of the national 5 course for Biology/Chemistry/Physics.
Lire la suite
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I am a qualified and experienced mathematics tutor. Graduated from the Free University of Brussels in 2011, I started my career by teaching remedial courses in different schools in Brussels. I then specialized in individual academic support by following educational training at the Harvard Graduate School of Education. I have been giving private mathematics lessons daily for over ten years.

The students who follow my private lessons benefit from personalized support. The first session is devoted to an in-depth assessment of the student's mathematical knowledge. The objective is to detect its weak points and understand their origin in order to adapt my courses to its needs. I develop a tailor-made remediation program for each of my students aimed at filling each of their gaps. Over the course of the sessions, the student builds a solid foundation for learning and regains self-confidence. At the same time, I help him acquire a work methodology that allows him to gradually become autonomous in his studies.

I have a thorough knowledge of the mathematics curriculum for middle and high school (from 6th to 12th grade). I am also qualified to support students in preparing for international exams such as the SAT, the OMPT, and the International Baccalaureate (IB) in all its variations: Analysis and Approaches (AA SL/HL) and Applications and Interpretation (AI SL/HL).

Throughout my years of training, I studied and developed numerous techniques that facilitate learning mathematics. The strength of my teaching approach lies in my ability to explain, in simple terms, anything a student finds complicated. I am passionate about this profession because it offers me the opportunity to guide struggling students toward success. It is a true pleasure to see them progress and rediscover their connection with the fascinating world of mathematics.

I offer private tutoring in Paris (at the student's home) or remotely (online). My online lessons take place on an interactive whiteboard. This whiteboard is specifically designed to facilitate student/teacher interaction online. Thanks to this teaching tool, my online lessons are just as effective as in-person lessons. The student only needs an internet connection and a computer, tablet, or smartphone to participate.
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Experienced over 18 years, I give private lessons in Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Chemistry - Biology and Geology to students of French program of Terminales, Bac, 1ère, Seconde, Brevet or international CGSE or IB (in English) competitive examinations and medical university preparatory classes or 1st and 2nd university years for the academic year 2022/2023 either at home or by internet online by virtual class method by a very modern and efficient method with results all with honors Excellent, Very Good and Good.
Homework help for CNED students.
For more information, do not hesitate to contact me.
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Do you aspire to master mathematics, physics and engineering at a university level? Do you want to exceed your limits and excel in these demanding fields? Do not search anymore ! Our tailor-made private lessons are there for you.

Why choose our courses?

Unparalleled Expertise: Our professors are experts in their field, with extensive experience in university teaching. They are ready to guide you towards success.

Personalized Program: We tailor each course to your specific needs, from understanding fundamental concepts to solving complex problems.

Total Flexibility: Choose the schedule that suits you best. Whether you are an active student or a professional, we adapt to your schedule.

Constant Support: You will benefit from continuous monitoring between classes to answer all your questions and concerns.

Quality Teaching Materials: We provide high-quality learning resources to support your progress.

Who can benefit from our courses?

High school students preparing for their baccalaureate or entrance exams to engineering schools.

University students pursuing a degree in mathematics, physics or engineering.

Professionals looking to acquire or deepen technical skills.

Join us today!

Excellence doesn't wait. Contact us now to book your first lesson. Together we will build a bright future based on a solid understanding of mathematics, physics and engineering.
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I'm offering individual and personalized classes according to your level , groups also are welcome to join. I help beginners speak confidently also I will adapt to your needs and objectives :Grammar, conversation, vocabulary and culture.
My method will take you step by step to meet your goal! I am dynamic, easy-going and full of energy!
All material will be provided to you by email.
Lessons are well organized
I can suggest a weekly task

In addition, I can provide support in proofreading and translation. If you need help, I am here to listen.
About me:
Highly qualified English teacher, who prefer many methods of interacting with learners, because I think that every student has their own way of learning. I have gained extensive experience from my previous studies in the Master of Language Teaching Methods, my researches also have helped me to have a huge background about language aquisition, plus that I have worked as a tutor and translator in Europe for years.
So
Book your first lesson today because :
My students improved their grades by 30%
Learning new language can open extra doors for your career path.
I'm glad to put my experience in your service and answer your questions.
Any age or level is welcome also students of school or university.
I can lead you to pass international tests such as TOEFL and IELTS.
Language of teaching can be English, Arabic, French or Spanish.
Classes can be via Skype or zoom etc...
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This course aims to provide you with the knowledge and tools needed to better understand and master mathematics and physics. We offer personalized support to students of all specialties.

Sessions can be tailored to your specific needs, whether you are alone or in a group. We adjust the sessions according to your level and expectations.

Please do not hesitate to contact us if you have any questions.
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I offer academic support in mathematics, French and German for primary and secondary school students (first year of high school).
I will help you with your homework, with tailored explanations, test preparation, etc.
I can also give you extra exercises to train with if needed!
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Vous voulez comprendre et aimez apprendre la Physique, la Chimie ou encore les Mathématique. Je suis la pour vous aidez. J'ai toujours aimez les mathématiques et les sciences. Je suis aujourd'hui en terminale avec 17 de moyenne en maths spécialité, 16 en maths expertes et 18 en physique chimie. Mon but est de vous faire comprendre ses matières qui, à première vue, peuvent être compliqué. Mais croyez moi, avec moi vous embrasserez les sciences avec joie.
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Hello! My name is Nour, and I am an experienced English teacher with a PhD in English. I have taught English at the Higher Institute of Languages of Tunis (ISLT) and worked with students from different backgrounds and levels.
I understand that learning English can feel difficult or stressful. In my classes, I focus on making learning clear, calm, and enjoyable. My goal is to help you feel confident when speaking English.
I teach practical, real-life English that you can use for:
*Daily conversations
*Work and professional communication
*Travel
*Interviews and presentations
*Improving pronunciation and fluency
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Je propose une aide aux devoirs ainsi que des cours particuliers adaptés au niveau et aux besoins de chacun. Mon accompagnement se fait de manière personnalisée et bienveillante, afin de favoriser la compréhension, consolider les acquis et encourager l’autonomie. Je veille à créer un environnement calme et structuré, propice à la concentration et à l’apprentissage, tout en respectant le rythme de chaque personne. Mon objectif est d’aider à progresser tout en renforçant la confiance en soi et le plaisir d’apprendre, que ce soit pour rattraper des difficultés, préparer des contrôles ou approfondir certaines notions.
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Voici une leçon de mathématiques pour le primaire, très facile à comprendre,
📘 LEÇON DE MATHÉMATIQUES – PRIMAIRE
🟦 PAGE 1 : Les nombres
Qu’est-ce qu’un nombre ?
Un nombre sert à compter.
Les nombres de 0 à 10
0 – 1 – 2 – 3 – 4 – 5 – 6 – 7 – 8 – 9 – 10
Exemples
J’ai 3 pommes 🍎🍎🍎
J’ai 5 crayons ✏️✏️✏️✏️✏️
À retenir ✅
👉 Les nombres servent à dire combien il y a.
🟦 PAGE 2 : Compter
Compter, c’est quoi ?
Compter, c’est dire les nombres dans l’ordre.
Compter jusqu’à 10
1 → 2 → 3 → 4 → 5 → 6 → 7 → 8 → 9 → 10
Exercice simple
Compte les objets :
🍎🍎🍎🍎 → il y a 4 pommes
À retenir ✅
👉 On compte un par un.
🟦 PAGE 3 : L’addition ➕
Qu’est-ce qu’une addition ?
L’addition sert à ajouter.
Cela veut dire mettre ensemble.
Le signe
➕ veut dire plus
Exemples
1 + 1 = 2
2 + 3 = 5
4 + 2 = 6
Comment faire ?
On prend le premier nombre
On ajoute le deuxième
On compte le total
👉 3 + 2 = 5
À retenir ✅
👉 Addition = ajouter
🟦 PAGE 4 : La soustraction ➖
Qu’est-ce qu’une soustraction ?
La soustraction sert à enlever.
Le signe
➖ veut dire moins
Exemples
5 − 1 = 4
6 − 2 = 4
4 − 3 = 1
Exemple avec objets
J’ai 5 bonbons 🍬
J’en mange 2
Il reste 3 bonbons
À retenir ✅
👉 Soustraction = enlever
🟦 PAGE 5 : Comparer les nombres
Comparer, c’est quoi ?
Comparer, c’est voir quel nombre est :
plus grand
plus petit
égal
Les signes
> : plus grand
< : plus petit
= : égal
Exemples
5 > 3
2 < 4
6 = 6
À retenir ✅
👉 Comparer, c’est regarder les nombres et dire lequel est plus grand ou plus petit.
✨ Fin de la leçon ✨
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Tous les sections ,Maths pour les élèves de bac, eco ,maths ,info , sciences
Maths pour les élèves de bac, eco ,maths ,info , sciences
Maths pour les élèves de bac, eco ,maths ,info , sciences
Maths pour les élèves de bac, eco ,maths ,info , sciences
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I offer private math tutoring tailored to each student's level and needs, from high school to preparatory classes. A former student of the MP track in preparatory classes for the Grandes Écoles (CPGE) and currently an engineering student at École Centrale Casablanca, I draw on a solid theoretical foundation and numerous exercises to make concepts clearer and more accessible. I favor an interactive method: detailed explanations, concrete examples, and targeted practice to improve understanding and speed.
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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).
verified badge
Hello! I am a bilingual French–English teacher offering French as a Foreign/Second Language (FLE/FSL) and English lessons for children, teenagers, and adults, from beginner to advanced levels.
I hold a degree in languages and am currently completing a Master’s in Education (Teaching and Training Professions), with several years of teaching experience.
My lessons are fully tailored to each learner’s needs and goals, whether for academic support, exam preparation, oral fluency, professional purposes, or general improvement. I place strong emphasis on communication, pronunciation, and confidence-building in a supportive and motivating learning environment.
As a bilingual teacher, I understand the challenges of language learning and design engaging, effective lessons using a variety of modern resources.
verified badge
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.
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Contacter Akshara
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Le premier cours est couvert par notre Garantie Le-Bon-Prof
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arrow icon previousarrow icon next
verified badge
I am a qualified and experienced mathematics tutor. Graduated from the Free University of Brussels in 2011, I started my career by teaching remedial courses in different schools in Brussels. I then specialized in individual academic support by following educational training at the Harvard Graduate School of Education. I have been giving private mathematics lessons daily for over ten years.

The students who follow my private lessons benefit from personalized support. The first session is devoted to an in-depth assessment of the student's mathematical knowledge. The objective is to detect its weak points and understand their origin in order to adapt my courses to its needs. I develop a tailor-made remediation program for each of my students aimed at filling each of their gaps. Over the course of the sessions, the student builds a solid foundation for learning and regains self-confidence. At the same time, I help him acquire a work methodology that allows him to gradually become autonomous in his studies.

I have a thorough knowledge of the mathematics curriculum for middle and high school (from 6th to 12th grade). I am also qualified to support students in preparing for international exams such as the SAT, the OMPT, and the International Baccalaureate (IB) in all its variations: Analysis and Approaches (AA SL/HL) and Applications and Interpretation (AI SL/HL).

Throughout my years of training, I studied and developed numerous techniques that facilitate learning mathematics. The strength of my teaching approach lies in my ability to explain, in simple terms, anything a student finds complicated. I am passionate about this profession because it offers me the opportunity to guide struggling students toward success. It is a true pleasure to see them progress and rediscover their connection with the fascinating world of mathematics.

I offer private tutoring in Paris (at the student's home) or remotely (online). My online lessons take place on an interactive whiteboard. This whiteboard is specifically designed to facilitate student/teacher interaction online. Thanks to this teaching tool, my online lessons are just as effective as in-person lessons. The student only needs an internet connection and a computer, tablet, or smartphone to participate.
verified badge
Experienced over 18 years, I give private lessons in Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Chemistry - Biology and Geology to students of French program of Terminales, Bac, 1ère, Seconde, Brevet or international CGSE or IB (in English) competitive examinations and medical university preparatory classes or 1st and 2nd university years for the academic year 2022/2023 either at home or by internet online by virtual class method by a very modern and efficient method with results all with honors Excellent, Very Good and Good.
Homework help for CNED students.
For more information, do not hesitate to contact me.
verified badge
Do you aspire to master mathematics, physics and engineering at a university level? Do you want to exceed your limits and excel in these demanding fields? Do not search anymore ! Our tailor-made private lessons are there for you.

Why choose our courses?

Unparalleled Expertise: Our professors are experts in their field, with extensive experience in university teaching. They are ready to guide you towards success.

Personalized Program: We tailor each course to your specific needs, from understanding fundamental concepts to solving complex problems.

Total Flexibility: Choose the schedule that suits you best. Whether you are an active student or a professional, we adapt to your schedule.

Constant Support: You will benefit from continuous monitoring between classes to answer all your questions and concerns.

Quality Teaching Materials: We provide high-quality learning resources to support your progress.

Who can benefit from our courses?

High school students preparing for their baccalaureate or entrance exams to engineering schools.

University students pursuing a degree in mathematics, physics or engineering.

Professionals looking to acquire or deepen technical skills.

Join us today!

Excellence doesn't wait. Contact us now to book your first lesson. Together we will build a bright future based on a solid understanding of mathematics, physics and engineering.
verified badge
I'm offering individual and personalized classes according to your level , groups also are welcome to join. I help beginners speak confidently also I will adapt to your needs and objectives :Grammar, conversation, vocabulary and culture.
My method will take you step by step to meet your goal! I am dynamic, easy-going and full of energy!
All material will be provided to you by email.
Lessons are well organized
I can suggest a weekly task

In addition, I can provide support in proofreading and translation. If you need help, I am here to listen.
About me:
Highly qualified English teacher, who prefer many methods of interacting with learners, because I think that every student has their own way of learning. I have gained extensive experience from my previous studies in the Master of Language Teaching Methods, my researches also have helped me to have a huge background about language aquisition, plus that I have worked as a tutor and translator in Europe for years.
So
Book your first lesson today because :
My students improved their grades by 30%
Learning new language can open extra doors for your career path.
I'm glad to put my experience in your service and answer your questions.
Any age or level is welcome also students of school or university.
I can lead you to pass international tests such as TOEFL and IELTS.
Language of teaching can be English, Arabic, French or Spanish.
Classes can be via Skype or zoom etc...
verified badge
This course aims to provide you with the knowledge and tools needed to better understand and master mathematics and physics. We offer personalized support to students of all specialties.

Sessions can be tailored to your specific needs, whether you are alone or in a group. We adjust the sessions according to your level and expectations.

Please do not hesitate to contact us if you have any questions.
verified badge
I offer academic support in mathematics, French and German for primary and secondary school students (first year of high school).
I will help you with your homework, with tailored explanations, test preparation, etc.
I can also give you extra exercises to train with if needed!
verified badge
Vous voulez comprendre et aimez apprendre la Physique, la Chimie ou encore les Mathématique. Je suis la pour vous aidez. J'ai toujours aimez les mathématiques et les sciences. Je suis aujourd'hui en terminale avec 17 de moyenne en maths spécialité, 16 en maths expertes et 18 en physique chimie. Mon but est de vous faire comprendre ses matières qui, à première vue, peuvent être compliqué. Mais croyez moi, avec moi vous embrasserez les sciences avec joie.
verified badge
Hello! My name is Nour, and I am an experienced English teacher with a PhD in English. I have taught English at the Higher Institute of Languages of Tunis (ISLT) and worked with students from different backgrounds and levels.
I understand that learning English can feel difficult or stressful. In my classes, I focus on making learning clear, calm, and enjoyable. My goal is to help you feel confident when speaking English.
I teach practical, real-life English that you can use for:
*Daily conversations
*Work and professional communication
*Travel
*Interviews and presentations
*Improving pronunciation and fluency
verified badge
Je propose une aide aux devoirs ainsi que des cours particuliers adaptés au niveau et aux besoins de chacun. Mon accompagnement se fait de manière personnalisée et bienveillante, afin de favoriser la compréhension, consolider les acquis et encourager l’autonomie. Je veille à créer un environnement calme et structuré, propice à la concentration et à l’apprentissage, tout en respectant le rythme de chaque personne. Mon objectif est d’aider à progresser tout en renforçant la confiance en soi et le plaisir d’apprendre, que ce soit pour rattraper des difficultés, préparer des contrôles ou approfondir certaines notions.
verified badge
Voici une leçon de mathématiques pour le primaire, très facile à comprendre,
📘 LEÇON DE MATHÉMATIQUES – PRIMAIRE
🟦 PAGE 1 : Les nombres
Qu’est-ce qu’un nombre ?
Un nombre sert à compter.
Les nombres de 0 à 10
0 – 1 – 2 – 3 – 4 – 5 – 6 – 7 – 8 – 9 – 10
Exemples
J’ai 3 pommes 🍎🍎🍎
J’ai 5 crayons ✏️✏️✏️✏️✏️
À retenir ✅
👉 Les nombres servent à dire combien il y a.
🟦 PAGE 2 : Compter
Compter, c’est quoi ?
Compter, c’est dire les nombres dans l’ordre.
Compter jusqu’à 10
1 → 2 → 3 → 4 → 5 → 6 → 7 → 8 → 9 → 10
Exercice simple
Compte les objets :
🍎🍎🍎🍎 → il y a 4 pommes
À retenir ✅
👉 On compte un par un.
🟦 PAGE 3 : L’addition ➕
Qu’est-ce qu’une addition ?
L’addition sert à ajouter.
Cela veut dire mettre ensemble.
Le signe
➕ veut dire plus
Exemples
1 + 1 = 2
2 + 3 = 5
4 + 2 = 6
Comment faire ?
On prend le premier nombre
On ajoute le deuxième
On compte le total
👉 3 + 2 = 5
À retenir ✅
👉 Addition = ajouter
🟦 PAGE 4 : La soustraction ➖
Qu’est-ce qu’une soustraction ?
La soustraction sert à enlever.
Le signe
➖ veut dire moins
Exemples
5 − 1 = 4
6 − 2 = 4
4 − 3 = 1
Exemple avec objets
J’ai 5 bonbons 🍬
J’en mange 2
Il reste 3 bonbons
À retenir ✅
👉 Soustraction = enlever
🟦 PAGE 5 : Comparer les nombres
Comparer, c’est quoi ?
Comparer, c’est voir quel nombre est :
plus grand
plus petit
égal
Les signes
> : plus grand
< : plus petit
= : égal
Exemples
5 > 3
2 < 4
6 = 6
À retenir ✅
👉 Comparer, c’est regarder les nombres et dire lequel est plus grand ou plus petit.
✨ Fin de la leçon ✨
verified badge
Tous les sections ,Maths pour les élèves de bac, eco ,maths ,info , sciences
Maths pour les élèves de bac, eco ,maths ,info , sciences
Maths pour les élèves de bac, eco ,maths ,info , sciences
Maths pour les élèves de bac, eco ,maths ,info , sciences
verified badge
I offer private math tutoring tailored to each student's level and needs, from high school to preparatory classes. A former student of the MP track in preparatory classes for the Grandes Écoles (CPGE) and currently an engineering student at École Centrale Casablanca, I draw on a solid theoretical foundation and numerous exercises to make concepts clearer and more accessible. I favor an interactive method: detailed explanations, concrete examples, and targeted practice to improve understanding and speed.
verified badge
🎓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).
verified badge
Hello! I am a bilingual French–English teacher offering French as a Foreign/Second Language (FLE/FSL) and English lessons for children, teenagers, and adults, from beginner to advanced levels.
I hold a degree in languages and am currently completing a Master’s in Education (Teaching and Training Professions), with several years of teaching experience.
My lessons are fully tailored to each learner’s needs and goals, whether for academic support, exam preparation, oral fluency, professional purposes, or general improvement. I place strong emphasis on communication, pronunciation, and confidence-building in a supportive and motivating learning environment.
As a bilingual teacher, I understand the challenges of language learning and design engaging, effective lessons using a variety of modern resources.
verified badge
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
favorite button
message icon
Contacter Akshara