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منذ أغسطس 2020
أستاذ منذ أغسطس 2020
Tutor for children in Lower School (Primary) in English, Mathematics and Sciences
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من 77.84 $
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Finding the right tutor can be a challenge. The tutor has to understand that goals that you and your child strive for academically, be familiar with the subject and work together well with your child.

We will develop a plan of study together with your child, focus on areas in which your child is having difficulty with and work through challenging materials, homework or assignments and, help them develop the mind-set to enable them to be independent by learning how to cope with stressful tasks in future, learn how to plan ahead and be comfortable opening up about gaps in their learning.

The subjects that I offer for children of this age are English, Mathematics and the Sciences.
معلومات إضافية
Bring your laptop, books, notes and a great attitude!
المكان
location type icon
عبر الانترنت من سنغافورة
من أنا؟
I am an educator who specialises in bringing out the full potential for:

- Children with special, complex or challenging behaviours or needs from 5-18
- Students in lower, middle and upper school (primary and secondary) to have a broad or specific overview in regards to subjects, depending on their needs.
- Adult professionals and learners who need to familiarise themselves with business conversations, etiquette and situations, and obtain English scores for immigration, university entrance or any other life or professional endeavour.
- If you are seeking a coach to help you get a perfect score on the speaking section of the IELTS exam, look no further. Having scored a 9 on three separate occasions, I will decode this section for you.

My journey as an educator began as an English tutor for refugees and newly arrived immigrants at Frontier College in 2006 in Montreal, Canada. I worked together with adult students from a variety of ages, cultures and educational backgrounds on an individual basis and in-class settings.

‘Care for my learner and their needs’ is the comment made about my commitment at Frontier College, something that I impart on all of my learners.

In 2010, I provided varied classroom-based curriculum for children in the areas of public speaking, psychology, mental health, public health as an educator within local Singapore schools. The schools we worked with were delighted with the curricula that we built for them and provided excellent ratings.

I am also a qualified psychologist with the Psychology Board of Australia, which gives me an edge when working with individuals across the lifespan.

Here’s a brief introduction about myself. I am a citizen of Singapore. I speak three languages fluently, including English, French and Indonesian. I completed a BA and Postgraduate in Psychology in Montreal, Canada and Singapore, respectively. As I desired to tie in the best of both professional worlds, I fulfilled the requirement to be a psychologist with the Psychology Board of Australia while continuously updating myself as an educator. From my own educational experiences growing up in Singapore where I graduated from in the Australian School Singapore, I learned that the best teachers were the one’s that understood their students' behaviours in addition to their subject matter.

I entered into the educational world by a stroke of luck 12 years ago. At the time as a tutor, I was completing an undergraduate in psychology and economics in Canada. I started as a volunteer tutor and grew till I became an educator in areas of public speaking, drama, first aid, mental health, and public health amongst within the public school system in Singapore. Simultaneously, I continued my training as a psychologist and incorporated my skills into my role as an educator with cutting edge tools in Pedagogy. Nevertheless, from 2010 to 2014, I focused on being an educator teaching for the schools designated under the Ministry of Education.

To bring out the best in children, adolescents and adult learners and to see how mastery of a subject empowers them is my goal. It is an amazing feeling when a learner any background or age can be nurtured towards being driven to the path of mastery of a subject, with the right tools. It is equally amazing when you can lift a learner to having the level of confidence.

It is a privilege to be able to work with children, adolescents and adults alike. I am grateful for the trust that is given to me to guide each learner and also encourage each learner to trust their learning pace, their own intuition about their wants and needs. In the session, the learner comes first. Given my background as a psychologist, my teaching methods are supplemented by a recognition, understanding and the promotion of strengths in the individual child, adolescent or adult learner’s thought processes, behaviours, habits, cognitive processes and personality traits. An approach grounded in positive reinforcement where identifying and promoting the strengths of the learner is used. While my intuition, experience and background are crucial to guide the learner, in my experience, the most important outcome of any teaching assignment is for the learner, be it child or adult, to create his or her own new or unique learning strategies.
المستوى التعليمي
James Cook University
Postgraduate Diploma in Psychology

Concordia University
Bachelor of Arts (Psychology)

NSW Higher School Certificate,
Australian School Singapore
الخبرة / المؤهلات
Registered Psychologist
Psychology Board of Australia

Frontier College Canada, Volunteer Tutor

Worked as an Educator with various Public Schools in Singapore under the Ministry of Education

Subjects: Public speaking, Psychology, Mental health, Healthcare systems

Previous experience:

The Mind Unboxed Pte. Ltd. Singapore
Psychologist, The Mind Unboxed Pte. Ltd.

Private Practice, Australia
Mental Health Counsellor

Private Clinics/ Contractor, Singapore
Psychologist/ Supervisor

Renoir Consultant
Consultant

Public Schools under the Ministry of Education
Educator

Researcher
Center for Structural and Functional Genomics
السن
أطفال (4-6 سنوات)
الأطفال (7-12 سنة)
شباب (13-17 سنة)
مستوى الطالب
مبتدئ
متوسط
متقدم
المدة
60 دقيقة
120 دقيقة
الدرس يدور باللغة
الإنجليزية
الفرنسية
لغة ملايو
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
Finding the right tutor can be a challenge. The tutor has to understand the goals that you and your adolescent strive for academically, be familiar with the subject and work together well with your child.

We will develop a plan of study together with your child, focus on areas in which your child is having difficulty with and work through challenging materials, homework or assignments and, help them develop the mindset to enable them to be independent by learning how to cope with stressful tasks in future, learn how to plan ahead and be comfortable opening up about gaps in their learning.

The subjects that I offer for children of this age are English, Mathematics and the Sciences.
إقرأ المزيد
Seek a coach to help you get a perfect score on the speaking section of the IELTS exam? Look no further. Having scored a 9 on three separate occasions, I will decode this section for you.

Finding the perfect IELTS Speaking section coach is like finding a needle in the haystack. The coach has to understand your goals, be able to assess your current level accurately and be able to work together with you effectively.

We will develop a plan together, focus on your areas where you experience the greatest degree of difficulty and build a mindset that enables you to learn independently, cope with stressful situations in the IELTS exam (and beyond), plan ahead and be comfortable about opening up about any gaps.
إقرأ المزيد
عرض المزيد
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I give private lessons at home or online by a very modern method of Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Mechanics - Electricity - Chemistry - Organic Chemistry - Biology, Geology of new French program or International School (in english IB) to students in Terminales, 1ère, Seconde, Brevet, Concours and university preparatory classes or 1st university year.
You can contact me for details.
I practice teaching since I was a student where I was first in my class.
Program and special rate for some countries that finish their program later where I can be there with help to better prepare CNED homework
Results of my Terminale students from the last 10 years were with mention VERY GOOD AND GOOD AND AN EXCELLENT.
You benefit from reduced rates in this area of Asia.
Do not hesitate to contact me for more information, answer in a few minutes up to 12 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
It is important to me to teach my students while adopting an active teaching method. I put all my experience acquired as a head teacher and also that of my academic career to the service of their success.
My seriousness, my listening and my kindness allow me to overcome difficulties and excel in:
- Math,
- Chemical Physics,
My courses are aimed at students:
- the French system from 6th to Terminale
- French mission schools
(Speciality: Mathematics, PC).
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
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
As soon as you book your session, don't worry about your child's homework.

Fun lessons led by educational games, to learn grammatical rules, verb conjugation and especially communication.
verified badge
I teach German courses on the largest online sites and other platforms for all Goethe levels from A.1 to C.1 as well as special courses for beginners and advanced students as well as senior high school students in Egypt in the largest institutes as I am an expert in the German language in state secondary schools and a certified teacher in the largest platforms: I have a Master's degree in German Literature from the University of Vienna, Austria
I also speak Arabic, my native language
I am also fluent in English
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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.
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🇫🇷 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
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 بMark
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الدرس الأول مضمون
بواسطة
ضمان المدرس المناسب
فصول مماثلة
arrow icon previousarrow icon next
verified badge
I give private lessons at home or online by a very modern method of Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Mechanics - Electricity - Chemistry - Organic Chemistry - Biology, Geology of new French program or International School (in english IB) to students in Terminales, 1ère, Seconde, Brevet, Concours and university preparatory classes or 1st university year.
You can contact me for details.
I practice teaching since I was a student where I was first in my class.
Program and special rate for some countries that finish their program later where I can be there with help to better prepare CNED homework
Results of my Terminale students from the last 10 years were with mention VERY GOOD AND GOOD AND AN EXCELLENT.
You benefit from reduced rates in this area of Asia.
Do not hesitate to contact me for more information, answer in a few minutes up to 12 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
It is important to me to teach my students while adopting an active teaching method. I put all my experience acquired as a head teacher and also that of my academic career to the service of their success.
My seriousness, my listening and my kindness allow me to overcome difficulties and excel in:
- Math,
- Chemical Physics,
My courses are aimed at students:
- the French system from 6th to Terminale
- French mission schools
(Speciality: Mathematics, PC).
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
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
As soon as you book your session, don't worry about your child's homework.

Fun lessons led by educational games, to learn grammatical rules, verb conjugation and especially communication.
verified badge
I teach German courses on the largest online sites and other platforms for all Goethe levels from A.1 to C.1 as well as special courses for beginners and advanced students as well as senior high school students in Egypt in the largest institutes as I am an expert in the German language in state secondary schools and a certified teacher in the largest platforms: I have a Master's degree in German Literature from the University of Vienna, Austria
I also speak Arabic, my native language
I am also fluent in English
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
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 بMark