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معلم موثوق
يتميز هذا المعلم بمعدل استجابة سريع، مما يدل على خدمة عالية الجودة لطلابه.
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منذ مارس 2018
أستاذ منذ مارس 2018
Mathematics and Science Tutor in Eindhoven/Veldhoven regio
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من 756.61 EGP
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What benefits you get from my Teaching classes:

1) I am not very strict when it comes to extra time. We can extend a bit. +10 mins is no problem. I always think that long sessions with small pauses are better so that you get a grip of the topic.

2) I can teach in group as well as alone , what suits you best. In case you are out for a break and don't want to lag behind in comparison to what is going on in school we, can have some back to back classes in short time, if that suits you.

Teaching has been a long time passion for me. I have taught already some candidates (look testimonials below) and during my colleges days I have held classes with several group of students. After moving to University I was also delivering sessions for my classmates from different parts of the world and I was in-charge of specific experiment for Bachelors and Masters students as well for a year.

About Me
I had Mathematics and Science in my School time where I scored 95/100 in Maths and 99/100 in Sciences (Indian First stage of Scientific Education) and then 95/100 again in Mathematic for exams Just before University. Due to love for machines I pursued Mechanical Engineering and then specialized in Materials Science (Physics and Chemistry of Materials). In a nutshell I am a Materials Scientist.

Education
Master Of Science:(Grade: 8/10), where 10 is highest
Bachelor of Technology: (Grade: 7.5/10) where 10 is highest
Pre University: (8/10) where 10 is highest
High School: (9/10) where 10 is highest

Experience / Qualifications
Good experience in tutoring students from primary section to high school in Mathematics and Science (Physics and Chemistry)
معلومات إضافية
complete home work on time
المكان
location type icon
عبر الانترنت من هولندا
من أنا؟
I had Mathematics and Science in my School time where I scored 95/100 in Maths and 99/100 in Sciences (Indian First stage of Scientific Education) and then 95/100 again in Mathematic for exams Just before University. Due to love for machines, I pursued Mechanical Engineering and then specialized in Materials Science (Physics and Chemistry of Materials). In a nutshell I am a Materials Scientist.

I have been teaching students in NL from last 6 years - 10 students already
المستوى التعليمي
Master Of Science:(Grade: 8/10), where 10 is highest
Bachelor of Technology: (Grade: 7.5/10) where 10 is highest
Pre University: (8/10) where 10 is highest
High School: (9/10) where 10 is highest
الخبرة / المؤهلات
Good experience in tutoring students from primary section to high school in Mathematics and Science (Physics and Chemistry)
السن
أطفال (4-6 سنوات)
الأطفال (7-12 سنة)
شباب (13-17 سنة)
الكبار (18-64 سنة)
الكبار (65 سنة فأكثر)
مستوى الطالب
مبتدئ
متوسط
متقدم
المدة
60 دقيقة
الدرس يدور باللغة
الإنجليزية
البنغالية
الهندية
الألمانية
الهولندية
المراجعات
الجاهزية في الأسبوع العادي
(GMT -05:00)
نيويورك
at teacher icon
على الانترنت عبر كاميرا ويب
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
What benefits you get from my Teaching classes:

1) I am not very strict when it comes to extra time. We can extend a bit. +10 mins is no problem. I always think that long sessions with small pauses are better so that you get a grip of the topic.

2) I can teach in group as well as alone , what suits you best. In case you are out for a break and don't want to lag behind in comparison to what is going on in school we, can have some back to back classes in short time, if that suits you.

Teaching has been a long time passion for me. I have taught already some candidates (look testimonials below) and during my colleges days I have held classes with several group of students. After moving to University I was also delivering sessions for my classmates from different parts of the world and I was in-charge of specific experiment for Bachelors and Masters students as well for a year.

About Me
I had Mathematics and Science in my School time where I scored 95/100 in Maths and 99/100 in Sciences (Indian First stage of Scientific Education) and then 95/100 again in Mathematic for exams Just before University. Due to love for machines I pursued Mechanical Engineering and then specialized in Materials Science (Physics and Chemistry of Materials). In a nutshell I am a Materials Scientist.
إقرأ المزيد
What benefits you get from my Teaching classes:

1) I am not very strict when it comes to extra time. We can extend a bit. +10 mins is no problem. I always think that long sessions with small pauses are better so that you get a grip of the topic.

2) I can teach in group as well as alone , what suits you best. In case you are out for a break and don't want to lag behind in comparison to what is going on in school we, can have some back to back classes in short time, if that suits you.

Teaching has been a long time passion for me. I have taught already some candidates (look testimonials below) and during my colleges days I have held classes with several group of students. After moving to University I was also delivering sessions for my classmates from different parts of the world and I was in-charge of specific experiment for Bachelors and Masters students as well for a year.
إقرأ المزيد
فصول مماثلة
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Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Mechanics - Electricity - Chemistry - Organic Chemistry - Biology, Geology of Maturity, Gymnasium or France, European (Franco-English) or International programs (in English) or university are made by explanations either in-depth or by a quick and summary course of essential need depending on the case of each student supported by exercises in the book or assessments and exams from other institutions.
Special program for French Terminales and Swiss Maturité. As well as for (International and European School in English).
My experience is too long and for years, I have learned methods for each case and for each student to fill their gaps with the best results of Excellent, Very Good and Good as mentioned by my students.
As well as I can help students to better prepare courses and support to better prepare the duties of CNED in science subjects.
Guaranteed response within minutes up to 10 hours maximum.
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
The objective is that: the learner masters the English language (🎧listening-comprehension,🎤 conversation, 📚 reading, grammar-pronunciation, writing...). It helps him to have language skills like native speakers. 🥇

At the same time, the learner will be 🚴‍♀️dynamic and well supervised by professional tutors who listen.
The atmosphere is distinguished: 🔥learning, interaction, no routine, no stress.

The learning tools used; videos, audios, texts, articles, images, games, stories...

We are happy to help both adults and pupils/students. If you want to learn the English language (reading, grammar, oral conversation, written production,...) or you have homework to do, or competitions/tests to take, 🏆 contact us :)
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
🔢 Let's make math fun and rewarding for your child! Contact me now to schedule a session and unlock the door to mathematical success! 🚀
🌟 Why Choose My Math Tutoring?
-Tailored Learning: I understand that every child learns differently. I customize my teaching methods to suit your child's unique needs and learning style.
-Fun and Interactive: Math doesn't have to be boring! I incorporate games, puzzles, and interactive activities to make learning enjoyable and memorable.
-Proven Techniques: I recommend effective methods and tools that simplify complex math concepts. Your child will gain confidence and develop problem-solving skills that last a lifetime.
-Flexible Sessions: Whether your child needs a boost in understanding a specific concept or wants to stay ahead of the class, I offer flexible tutoring sessions to accommodate their schedule.
-Encouraging a Positive Mindset: I foster a positive attitude towards math, helping your child build confidence and enthusiasm for tackling challenges head-on.
verified badge
Hi everyone! 👋
I’m Abir, from the beautiful land of Tunisia 🇹🇳, and I’m thrilled to be your English conversation partner! 🌟

✨ What Can You Expect?
My sessions are:

🌟 Fun, relaxed, and tailored to your interests – We’ll talk about topics you love!

🗣️ Focused on fluency and confidence – Speak naturally and comfortably.

💡 Dynamic and engaging – No boring lessons, just real conversations that help you grow!


Whether you want to improve your everyday communication, work on pronunciation, or expand your vocabulary, I’m here to guide you every step of the way.

🌍 Why Choose This Course?
Because learning should feel natural and enjoyable! With me, you'll have the opportunity to practice speaking in a stress-free environment, improve your skills, and have meaningful discussions about things that truly interest you. 🚀

📩 Let’s get started! Book a session now and take the next step towards speaking English confidently. See you soon! 😊
verified badge
English course for beginners improving the four skills listening, reading, writing and speaking. learning how to understand the street language and how to speak like them and gain the American accent easily.
An English language course from scratch with the development of the four skills: listening, speaking, writing, reading, training in the American dialect, and learning about slang or street language in an easy way.
verified badge
🇫🇷 Speak English with Confidence — Travel | Business | Exams | Conversation 🇬🇧
✨ Do you want to speak English more fluently, whether for travel, work, or passing an exam? This course is for you!
✨ I am a qualified and passionate teacher with many years of experience teaching languages. Here, you will learn English in a practical, motivating, and effective way.

👋🏼 My name is Nouhaila and I offer personalized, caring and dynamic lessons.
💬 In my classes, we talk from the beginning: no more fear, no more silence — only useful and lively English!

🌍 Choose your route:
✈️ English for Travel
→ Communicate at the airport, hotel, restaurant, on public transport...
→ Learn the expressions actually used by native speakers.
→ Go on an adventure without linguistic fear!

💼 Professional English
→ Vocabulary and structures for meetings, presentations, emails, negotiations...
→ Content tailored to your industry.
→ Gain confidence and boost your career.

🎓 Exam Preparation (IELTS, TOEFL, Cambridge...)
→ Personalized training for the tests.
→ Strategies, practice tests, targeted corrections.
→ Objective: succeed with serenity!

💬 Conversation Lessons
→ Varied themes: culture, society, travel, current events, daily life...
→ Improve your fluency in a supportive environment.
→ Corrections, vocabulary, pronunciation, confidence: it’s all there!

🎁 Little bonus:
From your first reservation, you will have immediate access to a private virtual classroom containing all course materials:
interactive resources, grammar and vocabulary sheets, comprehension exercises, written and oral expression activities, etc.

✨ Ready to transform your English? Let's start now!
verified badge
Master's degree in German Literature from the University of Vienna, Austria / Certified teacher and lecturer on the largest online sites and other platforms. I give German language lessons for all Goethe levels from A.1 to C.1 and special courses for beginners and advanced students as well as high school students in Egypt at the largest institutes, as I am an expert teacher in public secondary schools for the German language and a certified teacher on the largest platforms.
I also mastered Arabic, my mother tongue
I am also fluent in English
verified badge
Learn English Online – Easy & Fun!
Want to practice English without stress? Our online ESL class helps you speak, read, and write with confidence. Interactive lessons, real-life topics, and flexible schedules make learning simple and enjoyable. Perfect for study, work, or travel—join from anywhere!
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
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
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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اتصل بArif
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الدرس الأول مضمون
بواسطة
ضمان المدرس المناسب
فصول مماثلة
arrow icon previousarrow icon next
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Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Mechanics - Electricity - Chemistry - Organic Chemistry - Biology, Geology of Maturity, Gymnasium or France, European (Franco-English) or International programs (in English) or university are made by explanations either in-depth or by a quick and summary course of essential need depending on the case of each student supported by exercises in the book or assessments and exams from other institutions.
Special program for French Terminales and Swiss Maturité. As well as for (International and European School in English).
My experience is too long and for years, I have learned methods for each case and for each student to fill their gaps with the best results of Excellent, Very Good and Good as mentioned by my students.
As well as I can help students to better prepare courses and support to better prepare the duties of CNED in science subjects.
Guaranteed response within minutes up to 10 hours maximum.
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
The objective is that: the learner masters the English language (🎧listening-comprehension,🎤 conversation, 📚 reading, grammar-pronunciation, writing...). It helps him to have language skills like native speakers. 🥇

At the same time, the learner will be 🚴‍♀️dynamic and well supervised by professional tutors who listen.
The atmosphere is distinguished: 🔥learning, interaction, no routine, no stress.

The learning tools used; videos, audios, texts, articles, images, games, stories...

We are happy to help both adults and pupils/students. If you want to learn the English language (reading, grammar, oral conversation, written production,...) or you have homework to do, or competitions/tests to take, 🏆 contact us :)
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
🔢 Let's make math fun and rewarding for your child! Contact me now to schedule a session and unlock the door to mathematical success! 🚀
🌟 Why Choose My Math Tutoring?
-Tailored Learning: I understand that every child learns differently. I customize my teaching methods to suit your child's unique needs and learning style.
-Fun and Interactive: Math doesn't have to be boring! I incorporate games, puzzles, and interactive activities to make learning enjoyable and memorable.
-Proven Techniques: I recommend effective methods and tools that simplify complex math concepts. Your child will gain confidence and develop problem-solving skills that last a lifetime.
-Flexible Sessions: Whether your child needs a boost in understanding a specific concept or wants to stay ahead of the class, I offer flexible tutoring sessions to accommodate their schedule.
-Encouraging a Positive Mindset: I foster a positive attitude towards math, helping your child build confidence and enthusiasm for tackling challenges head-on.
verified badge
Hi everyone! 👋
I’m Abir, from the beautiful land of Tunisia 🇹🇳, and I’m thrilled to be your English conversation partner! 🌟

✨ What Can You Expect?
My sessions are:

🌟 Fun, relaxed, and tailored to your interests – We’ll talk about topics you love!

🗣️ Focused on fluency and confidence – Speak naturally and comfortably.

💡 Dynamic and engaging – No boring lessons, just real conversations that help you grow!


Whether you want to improve your everyday communication, work on pronunciation, or expand your vocabulary, I’m here to guide you every step of the way.

🌍 Why Choose This Course?
Because learning should feel natural and enjoyable! With me, you'll have the opportunity to practice speaking in a stress-free environment, improve your skills, and have meaningful discussions about things that truly interest you. 🚀

📩 Let’s get started! Book a session now and take the next step towards speaking English confidently. See you soon! 😊
verified badge
English course for beginners improving the four skills listening, reading, writing and speaking. learning how to understand the street language and how to speak like them and gain the American accent easily.
An English language course from scratch with the development of the four skills: listening, speaking, writing, reading, training in the American dialect, and learning about slang or street language in an easy way.
verified badge
🇫🇷 Speak English with Confidence — Travel | Business | Exams | Conversation 🇬🇧
✨ Do you want to speak English more fluently, whether for travel, work, or passing an exam? This course is for you!
✨ I am a qualified and passionate teacher with many years of experience teaching languages. Here, you will learn English in a practical, motivating, and effective way.

👋🏼 My name is Nouhaila and I offer personalized, caring and dynamic lessons.
💬 In my classes, we talk from the beginning: no more fear, no more silence — only useful and lively English!

🌍 Choose your route:
✈️ English for Travel
→ Communicate at the airport, hotel, restaurant, on public transport...
→ Learn the expressions actually used by native speakers.
→ Go on an adventure without linguistic fear!

💼 Professional English
→ Vocabulary and structures for meetings, presentations, emails, negotiations...
→ Content tailored to your industry.
→ Gain confidence and boost your career.

🎓 Exam Preparation (IELTS, TOEFL, Cambridge...)
→ Personalized training for the tests.
→ Strategies, practice tests, targeted corrections.
→ Objective: succeed with serenity!

💬 Conversation Lessons
→ Varied themes: culture, society, travel, current events, daily life...
→ Improve your fluency in a supportive environment.
→ Corrections, vocabulary, pronunciation, confidence: it’s all there!

🎁 Little bonus:
From your first reservation, you will have immediate access to a private virtual classroom containing all course materials:
interactive resources, grammar and vocabulary sheets, comprehension exercises, written and oral expression activities, etc.

✨ Ready to transform your English? Let's start now!
verified badge
Master's degree in German Literature from the University of Vienna, Austria / Certified teacher and lecturer on the largest online sites and other platforms. I give German language lessons for all Goethe levels from A.1 to C.1 and special courses for beginners and advanced students as well as high school students in Egypt at the largest institutes, as I am an expert teacher in public secondary schools for the German language and a certified teacher on the largest platforms.
I also mastered Arabic, my mother tongue
I am also fluent in English
verified badge
Learn English Online – Easy & Fun!
Want to practice English without stress? Our online ESL class helps you speak, read, and write with confidence. Interactive lessons, real-life topics, and flexible schedules make learning simple and enjoyable. Perfect for study, work, or travel—join from anywhere!
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
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
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.
ضمان المدرس المناسب
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اتصل بArif