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معلم موثوق
يتميز هذا المعلم بمعدل استجابة سريع، مما يدل على خدمة عالية الجودة لطلابه.
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منذ يناير 2026
أستاذ منذ يناير 2026
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1 طالب منتظم
خيار موثوق لـ 1 طالب منتظم
IB Expert: Mathematics, Computer Science & Physics (SL/HL)
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من 75 $
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As a Certified IB Educator, I provide goal-oriented tutoring designed to help students achieve top marks (6s and 7s) with maximum efficiency. My methodology is designed to accelerate progress, allowing students to master complex syllabus content in fewer sessions while maintaining a deep, foundational understanding.

I focus on the "why" behind the logic, ensuring students can independently apply concepts to the specific assessment criteria of the IB Diploma Programme.

I specialize in supporting students with:

Mathematics: Analysis & Approaches (AA) and Applications & Interpretation (AI) – SL & HL.

Computer Science: Mastering Paper 1, Paper 2, Paper 3, and the Internal Assessment (IA) – SL & HL.

Physics: Core topics and Options for both SL & HL levels.

Why choose these lessons?

Efficiency & Depth: Learn more in less time. We skip the "busy work" and focus on high-impact concepts and exam techniques.

Tailored Learning: Lessons are customized to your specific academic objectives and current level.

Clarity & Confidence: I simplify complex theories through logical reasoning and structured guidance.

Fully Online: Interactive sessions conducted in English via a professional virtual classroom.
معلومات إضافية
Lessons are conducted online in English. A stable internet connection and a notebook or laptop are recommended. Students are welcome to share their syllabus or specific topics in advance.
المكان
location type icon
عبر الانترنت من النمسا
من أنا؟
I am an experienced university professor with over 20 years of teaching experience in mathematics, computer science, physics, and data-driven disciplines. I hold a PhD in Artificial Intelligence and advanced degrees in Mathematics and Business Administration, and I am also an IB-certified educator.

My teaching style is structured, analytical, and goal-oriented. I focus on identifying gaps quickly and explaining concepts clearly, allowing students to make strong progress in fewer, high-quality sessions. I work well with motivated IB students and university-level learners who want to build deep understanding, confidence, and effective problem-solving skills rather than relying on memorization.

I particularly enjoy working with students preparing for IB SL and HL courses, exams, and demanding university subjects. Lessons are conducted in English and adapted to each student’s level, background, and academic goals.
المستوى التعليمي
PhD in Artificial Intelligence
Master’s degree in Mathematics (Algebra)
Master’s degree in Artificial Intelligence
Master’s degree in Business Administration (MBA)
Bachelor’s degree in Mathematics
الخبرة / المؤهلات
University professor with over 20 years of teaching experience at university and pre-university level
IB-certified educator with experience teaching IB Mathematics (AA and AI), Computer Science, and Physics at SL and HL
Extensive experience teaching advanced university-level courses, including mathematics, statistics, algorithms, data science, artificial intelligence, and machine learning
Strong background in exam preparation, concept clarification, and structured academic support for high-achieving students
السن
شباب (13-17 سنة)
الكبار (18-64 سنة)
مستوى الطالب
مبتدئ
متوسط
متقدم
المدة
30 دقيقة
45 دقيقة
60 دقيقة
90 دقيقة
120 دقيقة
الدرس يدور باللغة
الإنجليزية
المراجعات
الجاهزية في الأسبوع العادي
(GMT -04:00)
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
Master complex quantitative subjects with a University Professor who specializes in bridging the gap between abstract theory and practical implementation. I help university students and professionals achieve deep mastery in fewer sessions by focusing on logical mental models and high-impact learning.

I specialize in:

Advanced Mathematics: Linear Algebra, Calculus, Statistics, and Discrete Math.

Artificial Intelligence & ML: From foundational neural networks to advanced Deep Learning.

Data Science: Data analysis, Algorithms, and Python/R implementation.

Why choose these lessons?

Accelerated Progress: My goal-oriented approach ensures you master the syllabus efficiently, saving you time and long-term costs.

Academic Rigor: Lessons are tailored to the standards of top-tier universities.

Practical & Theoretical: We don't just solve equations; we build an understanding of how these concepts drive modern AI.
إقرأ المزيد
Get the score you need for top-tier university admissions. As an expert educator with a deep background in mathematics and computer science, I help students increase their scores significantly in fewer sessions by focusing on the "science" of the test. We don’t just study the material; we master the shortcuts, the logic, and the time-management strategies required for a top-percentile finish.

I specialize in Quantitative Excellence for:

SAT Math: Mastering Algebra, Problem Solving, Data Analysis, and Advanced Math.

GRE & GMAT Quantitative Reasoning: Advanced logic and mathematical foundations for graduate school admissions.

ACT Math & Science: Specialized techniques for accuracy and speed in high-pressure testing environments.

The "Efficiency" Edge:
Standardized tests are not just about what you know; they are about how you think. My methodology helps students:

Identify and avoid common "traps" set by test designers.

Use Logical Reasoning to eliminate wrong answers in seconds.

Identify the underlying mathematical patterns that repeat across every version of the test.

Why choose these lessons?

Score-Driven Results: Every session is aimed at moving the needle on your quantitative scores through deep conceptual mastery.

Efficient Prep: We learn more in less time. I identify your specific weak points immediately, ensuring no time is wasted on concepts you have already mastered.

University-Level Guidance: Learn from a university professor who understands the logical frameworks behind complex testing systems.
إقرأ المزيد
فصول مماثلة
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As a teaching professional, I have always enjoyed sharing my knowledge. My goal is to provide quality education. I am aware that some topics may seem complex, but often this is simply the result of an inadequate explanation by the teacher. With me, you will discover a real interest in the material!

We strive together to achieve academic excellence, overcoming the shortcomings and difficulties encountered by your child. Studies will become a pleasant experience for him. In addition to the courses, I can also help with school orientation, identifying their preferences and highlighting the advantages and benefits of a fulfilling educational ambition.

The sessions generally take place according to the following stages:

1️⃣ The first sessions are devoted to the assessment of the student's level in order to detect existing gaps.

2️⃣ Next, we create a personalized plan to address these gaps, including the number of hours of work needed, specific areas to focus on, and appropriate training and development exercises.

3️⃣ We stay in constant contact with the student's class teacher, to keep up to date with the latest requirements and ensure a consistent approach.

4️⃣ Subsequently, I provide exams similar to those that are likely to be asked in class, to prepare the student effectively.

5️⃣ Upon request, I write a regular report, usually monthly, to keep parents informed of their child's progress throughout their course.

I adapt my methodology according to the specific needs of each student, thus offering them a personalized and adapted work approach.

In addition, I offer crash courses for students preparing for the start of the school year, allowing them to start the year well prepared, with a solid lead on the school curriculum.

If you have any questions, do not hesitate to contact me. I will be happy to help you.
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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 or international program (in English) of Terminales, Bac, 1ère, Second, Brevet, competitive exams and medical university preparatory classes or 1st and 2nd university years either at home or online using the very sophisticated and modernized virtual class method with results mentioned as Excellent, Very Good and Good since 2002.
Homework help for CNED students.
For more information, do not hesitate to contact me, guaranteed response in a few minutes up to 10 hours maximum.
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
As an experienced teacher of mathematics, physics and programming, I offer online courses tailored to students wishing to improve their understanding, prepare for their exams or succeed in their university projects.

I have been teaching for several years to students of different levels: high school, university, engineering schools, and adults retraining for a new career. My goal is to make complex concepts simpler through clear, progressive explanations adapted to each student's level.

I can assist you in the following areas in particular:

• Mathematics: analysis, algebra, probability, statistics, differential calculus, exercises and exam preparation
• Physics: mechanics, electricity, thermodynamics, general physics and problem solving
• Computer science and programming: Python, Java, algorithms, object-oriented programming, SQL, project support and practical exercises

The courses are conducted online via videoconference with screen sharing and detailed step-by-step explanations. I place great importance on a genuine understanding of the concepts and on student autonomy.

I also use modern artificial intelligence tools (such as ChatGPT and programming assistants) to help students learn more effectively, while developing their thinking skills and personal understanding.

I can help you for:
• Exam and competition preparation
• regular support
• university projects
• homework and practical exercises
• catch-up and remedial education
• Introduction to programming

Feel free to contact me to discuss your goals and level in order to set up support tailored to your needs.
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Give your child the future he deserves.
Do you want to significantly increase your child's average?
Do you want it to become autonomous?
For 2 years, I have helped more than 10 students in difficulty from college (sixth, fifth, fourth, third) and high school (second, first, terminal) to achieve their goals (good average, baccalaureate,) and to regain confidence in them.
I am a student at INSAT.
I had my scientific baccalaureate with an average of 16 so there is no need to worry;).
I offer support courses in (physics, chemistry, math, science), each course is adapted according to the level of the student.

My method in 3 points:
- short term:
significantly increase the average by assimilating the course and preparing for the next tests (assimilating the course, training in standard exercises, anticipating the teacher's expectations and test questions)
- medium term:
integrate reasoning and work methods assimilation, training exercise)
- long-term:
set a goal, build the steps to achieve this goal, become aware, have confidence in your abilities, unlock your potential)
My greatest reward is to see my students progress, overcome difficulties and flourish throughout the school year, so do not hesitate to contact me for any additional information.
I wish you very good luck in your research.
Cordially.
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As a high school teacher with a Master's degree in mathematics and 11 years of experience in face-to-face and online teaching, I offer qualified and competent private lessons for all levels, ranging from high school TC-SC 1Bac Sc-SM to Bac PC-SM, through middle school and classes of 2nd and 1st general Terminale specialty of the French system, as well as for levels 5th, 4th and 3rd of middle school, and preparation for the baccalaureate and competitions .

I emphasize the method, with a rigorous, personalized approach adapted to the rhythm of each student in order to help him progress while regaining confidence in himself. My job is to identify each student's shortcomings, organize their time and manage their priorities.

I obtained a success rate of 100% for my final year baccalaureate students, 75% of whom obtained a good or very good mention. Some of them have joined the biggest business and engineering schools, as well as prestigious preparatory courses.

I offer online or face-to-face lessons.
verified badge
I provide personalized support that highlights each student's strengths and develops effective study methods tailored to their pace and goals. My approach emphasizes progress, consistency, and self-confidence, enabling everyone to reach their full potential.

Thanks to structured and motivating support, several of my students have entered prestigious schools such as INSA, INP, EPFL, ECE or EM Lyon... These successes illustrate the impact of serious and results-oriented support.

With a clear methodology and rigorous monitoring, each student can achieve a lasting level of excellence.
verified badge
I am an experienced teacher, particularly in academic support and homework monitoring, whether online or in person.
I provide private lessons for primary school four sessions per week (Math, Reading and comprehension, French, Written expression).
I am experienced in teaching the Arabic language to non-Arabic speakers using booklets known as the volume of Medina series...
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My name is Badr and I am passionate about teaching mathematics. I offer private mathematics lessons in English🇬🇧 and French🇫🇷 tailored to students from primary to high school, including preparation for the baccalaureate and 3rd year middle school exams.

Using a clear and progressive approach, I simplify complex concepts to enable each student to better understand, gain confidence, and make lasting progress. Whether in arithmetic, algebra, geometry, or analysis, my sessions are personalized according to the level, pace, and needs of each student.
My goal: to help each student build a solid foundation, overcome their obstacles, succeed in their exams, and excel in their academic career.
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Ce cours s’adresse aux étudiants de toutes spécialités souhaitant :

°° Renforcer leurs bases en mathématiques, physique et sciences d’ingénieur.

°° Comprendre en profondeur les concepts clés.

°° Préparer efficacement leurs devoirs, contrôles et examens.


Pourquoi choisir ce cours ?

°° Méthodes pédagogiques adaptées à chaque élève.

°° Explications claires et simplifiées pour une compréhension rapide.

°° Résolution d’exercices types et aide personnalisée.

Modalités des cours :

•• Cours en ligne interactifs avec un suivi personnalisé.

•• Horaires flexibles pour s’adapter à votre emploi du temps.
verified badge
Vous êtes en Terminale, en prépa, en BUT, en Licence ou dans une formation où les mathématiques jouent un rôle clé ? Vous souhaitez renforcer vos bases, gagner en confiance, ou réussir vos examens et concours ?

Je propose des cours de mathématiques en ligne, entièrement personnalisés et spécialement adaptés aux niveaux avancés (Terminale → post-bac).

Fort de plus de 6 ans d’expérience en accompagnement, d’un parcours en Classe Prépa MPSI–MP et d’une formation en école d’ingénieur, j’explique les notions de manière claire, structurée et adaptée à chaque élève, même pour les chapitres les plus exigeants.

Mes cours sont interactifs, orientés vers :

la compréhension profonde des concepts,

la résolution d’exercices types et difficiles,

la méthodologie indispensable pour réussir les évaluations, partiels ou concours.

✔️ Avantages :

Explications adaptées aux exigences du niveau Terminale et supérieur

Flexibilité des horaires

Suivi personnalisé avec progression garantie

Aide aux DM, DS, révisions, examens, concours, et à la préparation du Bac de maths

🎯 Mon objectif : vous faire progresser efficacement et vous donner les outils pour exceller en mathématiques, quel que soit votre niveau actuel.
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Objective: To understand AI without fear, to use it to simplify one's life, to know how to identify digital traps, and to use Word, Excel, etc. without difficulty.

1: Demystifying AI (What exactly is it?)
AI is not a movie robot: Difference between fiction and reality.

How it works (simply): The image of the "giant library": AI has read billions of books and uses them to predict the continuation of a sentence or create an image.

Where is it already present? Spell checkers, Netflix/YouTube suggestions, GPS, and voice assistants (Siri/Alexa).

2: Using AI to make life easier
Conversing with AI (ChatGPT, Claude, Gemini):

Ask him to write an administrative email or a complex letter.

Summarize a long newspaper article or document.

Plan a travel itinerary or find recipe ideas with what's left in the fridge.

AI for creativity and memory:

Generate images to illustrate a birthday card (Midjourney, DALL-E).

Using AI to restore or colorize old family photos.

3: Learning to "talk" to AI (The Art of the Prompt)
The context method: Why "Give me a cake recipe" is less effective than "I am allergic to gluten and I am hosting 4 people, give me a simple chocolate cake recipe".

The expert's role: Learning to tell AI "Act like a travel guide" or "Act like an expert gardener".

4: Precautions and Critical Thinking (The Survival Guide)
"Hallucinations": Understand that AI can make false claims with complete certainty (never take medical or legal advice from AI without verification).

Privacy protection:

Never give sensitive data (social security number, passwords, bank details) to an AI.

Knowing that everything we write to the AI is potentially used to train it.

Spotting "Deepfakes":

How to recognize a doctored image or video (details on the hands, strange reflections, slightly metallic voice).

Verify the information: the golden rule of cross-referencing sources.

5: Ethics and Impacts (To go further)
Copyright: Who owns an image created by AI?

The environmental impact: The water and energy consumption of AI servers.

The future: Will AI replace us or assist us?
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I teach coding to beginners and intermediate students.
Lessons focus on logic, basic programming, and practical exercises.
Classes are adapted to the student’s pace.
Students can choose between website or mobile app development.Hands on dev
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Are you looking for serious support to improve your level in **physics-chemistry** and **maths**?

I offer personalized private tutoring for middle and high school students, tailored to each level and need. Guaranteed results.

Proposed formats:
✔️ Home lessons in **Marrakech**
✔️ Online courses (flexible and interactive)

Languages of instruction:
🇫🇷 French
🇲🇦 Arabic
🇬🇧 English

What I propose:

* Simple and appropriate explanations
* Homework help and test preparation
* Strengthening of foundations and methodology
* Regular monitoring and guaranteed progress

Specialty: Supporting students with difficulties
Thanks to my significant experience, I help students regain confidence, truly understand the course material, and improve their results (See my profile)

📍 Area: Marrakech
📩 Contact me via the website for more information.
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You will learn the following concepts:
Method of counting, combination, permutation, arrangement,...
Independence and conditionally, Bayes' theorem...
Random variables: discrete and continuous (probability density and cumulative distribution function).
System of random variables (joint probability and marginal probabilities...)
Specific discrete random variables such as binomial distribution, geometric distribution, Poisson distribution, hypergeometric distribution...
Specific continuous random variables such as normal distribution, uniform distribution, exponential distribution, chi-squared distribution, T-distribution, F-distribution...
Mean and variance for random variables (two types)
Estimators, confidence intervals, hypothesis tests...
introduction to SPSS program
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اتصل بFarzaneh
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الدرس الأول مضمون
بواسطة
ضمان المدرس المناسب
فصول مماثلة
arrow icon previousarrow icon next
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As a teaching professional, I have always enjoyed sharing my knowledge. My goal is to provide quality education. I am aware that some topics may seem complex, but often this is simply the result of an inadequate explanation by the teacher. With me, you will discover a real interest in the material!

We strive together to achieve academic excellence, overcoming the shortcomings and difficulties encountered by your child. Studies will become a pleasant experience for him. In addition to the courses, I can also help with school orientation, identifying their preferences and highlighting the advantages and benefits of a fulfilling educational ambition.

The sessions generally take place according to the following stages:

1️⃣ The first sessions are devoted to the assessment of the student's level in order to detect existing gaps.

2️⃣ Next, we create a personalized plan to address these gaps, including the number of hours of work needed, specific areas to focus on, and appropriate training and development exercises.

3️⃣ We stay in constant contact with the student's class teacher, to keep up to date with the latest requirements and ensure a consistent approach.

4️⃣ Subsequently, I provide exams similar to those that are likely to be asked in class, to prepare the student effectively.

5️⃣ Upon request, I write a regular report, usually monthly, to keep parents informed of their child's progress throughout their course.

I adapt my methodology according to the specific needs of each student, thus offering them a personalized and adapted work approach.

In addition, I offer crash courses for students preparing for the start of the school year, allowing them to start the year well prepared, with a solid lead on the school curriculum.

If you have any questions, do not hesitate to contact me. I will be happy to help you.
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 or international program (in English) of Terminales, Bac, 1ère, Second, Brevet, competitive exams and medical university preparatory classes or 1st and 2nd university years either at home or online using the very sophisticated and modernized virtual class method with results mentioned as Excellent, Very Good and Good since 2002.
Homework help for CNED students.
For more information, do not hesitate to contact me, guaranteed response in a few minutes up to 10 hours maximum.
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
As an experienced teacher of mathematics, physics and programming, I offer online courses tailored to students wishing to improve their understanding, prepare for their exams or succeed in their university projects.

I have been teaching for several years to students of different levels: high school, university, engineering schools, and adults retraining for a new career. My goal is to make complex concepts simpler through clear, progressive explanations adapted to each student's level.

I can assist you in the following areas in particular:

• Mathematics: analysis, algebra, probability, statistics, differential calculus, exercises and exam preparation
• Physics: mechanics, electricity, thermodynamics, general physics and problem solving
• Computer science and programming: Python, Java, algorithms, object-oriented programming, SQL, project support and practical exercises

The courses are conducted online via videoconference with screen sharing and detailed step-by-step explanations. I place great importance on a genuine understanding of the concepts and on student autonomy.

I also use modern artificial intelligence tools (such as ChatGPT and programming assistants) to help students learn more effectively, while developing their thinking skills and personal understanding.

I can help you for:
• Exam and competition preparation
• regular support
• university projects
• homework and practical exercises
• catch-up and remedial education
• Introduction to programming

Feel free to contact me to discuss your goals and level in order to set up support tailored to your needs.
verified badge
Give your child the future he deserves.
Do you want to significantly increase your child's average?
Do you want it to become autonomous?
For 2 years, I have helped more than 10 students in difficulty from college (sixth, fifth, fourth, third) and high school (second, first, terminal) to achieve their goals (good average, baccalaureate,) and to regain confidence in them.
I am a student at INSAT.
I had my scientific baccalaureate with an average of 16 so there is no need to worry;).
I offer support courses in (physics, chemistry, math, science), each course is adapted according to the level of the student.

My method in 3 points:
- short term:
significantly increase the average by assimilating the course and preparing for the next tests (assimilating the course, training in standard exercises, anticipating the teacher's expectations and test questions)
- medium term:
integrate reasoning and work methods assimilation, training exercise)
- long-term:
set a goal, build the steps to achieve this goal, become aware, have confidence in your abilities, unlock your potential)
My greatest reward is to see my students progress, overcome difficulties and flourish throughout the school year, so do not hesitate to contact me for any additional information.
I wish you very good luck in your research.
Cordially.
verified badge
As a high school teacher with a Master's degree in mathematics and 11 years of experience in face-to-face and online teaching, I offer qualified and competent private lessons for all levels, ranging from high school TC-SC 1Bac Sc-SM to Bac PC-SM, through middle school and classes of 2nd and 1st general Terminale specialty of the French system, as well as for levels 5th, 4th and 3rd of middle school, and preparation for the baccalaureate and competitions .

I emphasize the method, with a rigorous, personalized approach adapted to the rhythm of each student in order to help him progress while regaining confidence in himself. My job is to identify each student's shortcomings, organize their time and manage their priorities.

I obtained a success rate of 100% for my final year baccalaureate students, 75% of whom obtained a good or very good mention. Some of them have joined the biggest business and engineering schools, as well as prestigious preparatory courses.

I offer online or face-to-face lessons.
verified badge
I provide personalized support that highlights each student's strengths and develops effective study methods tailored to their pace and goals. My approach emphasizes progress, consistency, and self-confidence, enabling everyone to reach their full potential.

Thanks to structured and motivating support, several of my students have entered prestigious schools such as INSA, INP, EPFL, ECE or EM Lyon... These successes illustrate the impact of serious and results-oriented support.

With a clear methodology and rigorous monitoring, each student can achieve a lasting level of excellence.
verified badge
I am an experienced teacher, particularly in academic support and homework monitoring, whether online or in person.
I provide private lessons for primary school four sessions per week (Math, Reading and comprehension, French, Written expression).
I am experienced in teaching the Arabic language to non-Arabic speakers using booklets known as the volume of Medina series...
verified badge
My name is Badr and I am passionate about teaching mathematics. I offer private mathematics lessons in English🇬🇧 and French🇫🇷 tailored to students from primary to high school, including preparation for the baccalaureate and 3rd year middle school exams.

Using a clear and progressive approach, I simplify complex concepts to enable each student to better understand, gain confidence, and make lasting progress. Whether in arithmetic, algebra, geometry, or analysis, my sessions are personalized according to the level, pace, and needs of each student.
My goal: to help each student build a solid foundation, overcome their obstacles, succeed in their exams, and excel in their academic career.
verified badge
Ce cours s’adresse aux étudiants de toutes spécialités souhaitant :

°° Renforcer leurs bases en mathématiques, physique et sciences d’ingénieur.

°° Comprendre en profondeur les concepts clés.

°° Préparer efficacement leurs devoirs, contrôles et examens.


Pourquoi choisir ce cours ?

°° Méthodes pédagogiques adaptées à chaque élève.

°° Explications claires et simplifiées pour une compréhension rapide.

°° Résolution d’exercices types et aide personnalisée.

Modalités des cours :

•• Cours en ligne interactifs avec un suivi personnalisé.

•• Horaires flexibles pour s’adapter à votre emploi du temps.
verified badge
Vous êtes en Terminale, en prépa, en BUT, en Licence ou dans une formation où les mathématiques jouent un rôle clé ? Vous souhaitez renforcer vos bases, gagner en confiance, ou réussir vos examens et concours ?

Je propose des cours de mathématiques en ligne, entièrement personnalisés et spécialement adaptés aux niveaux avancés (Terminale → post-bac).

Fort de plus de 6 ans d’expérience en accompagnement, d’un parcours en Classe Prépa MPSI–MP et d’une formation en école d’ingénieur, j’explique les notions de manière claire, structurée et adaptée à chaque élève, même pour les chapitres les plus exigeants.

Mes cours sont interactifs, orientés vers :

la compréhension profonde des concepts,

la résolution d’exercices types et difficiles,

la méthodologie indispensable pour réussir les évaluations, partiels ou concours.

✔️ Avantages :

Explications adaptées aux exigences du niveau Terminale et supérieur

Flexibilité des horaires

Suivi personnalisé avec progression garantie

Aide aux DM, DS, révisions, examens, concours, et à la préparation du Bac de maths

🎯 Mon objectif : vous faire progresser efficacement et vous donner les outils pour exceller en mathématiques, quel que soit votre niveau actuel.
verified badge
Objective: To understand AI without fear, to use it to simplify one's life, to know how to identify digital traps, and to use Word, Excel, etc. without difficulty.

1: Demystifying AI (What exactly is it?)
AI is not a movie robot: Difference between fiction and reality.

How it works (simply): The image of the "giant library": AI has read billions of books and uses them to predict the continuation of a sentence or create an image.

Where is it already present? Spell checkers, Netflix/YouTube suggestions, GPS, and voice assistants (Siri/Alexa).

2: Using AI to make life easier
Conversing with AI (ChatGPT, Claude, Gemini):

Ask him to write an administrative email or a complex letter.

Summarize a long newspaper article or document.

Plan a travel itinerary or find recipe ideas with what's left in the fridge.

AI for creativity and memory:

Generate images to illustrate a birthday card (Midjourney, DALL-E).

Using AI to restore or colorize old family photos.

3: Learning to "talk" to AI (The Art of the Prompt)
The context method: Why "Give me a cake recipe" is less effective than "I am allergic to gluten and I am hosting 4 people, give me a simple chocolate cake recipe".

The expert's role: Learning to tell AI "Act like a travel guide" or "Act like an expert gardener".

4: Precautions and Critical Thinking (The Survival Guide)
"Hallucinations": Understand that AI can make false claims with complete certainty (never take medical or legal advice from AI without verification).

Privacy protection:

Never give sensitive data (social security number, passwords, bank details) to an AI.

Knowing that everything we write to the AI is potentially used to train it.

Spotting "Deepfakes":

How to recognize a doctored image or video (details on the hands, strange reflections, slightly metallic voice).

Verify the information: the golden rule of cross-referencing sources.

5: Ethics and Impacts (To go further)
Copyright: Who owns an image created by AI?

The environmental impact: The water and energy consumption of AI servers.

The future: Will AI replace us or assist us?
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I teach coding to beginners and intermediate students.
Lessons focus on logic, basic programming, and practical exercises.
Classes are adapted to the student’s pace.
Students can choose between website or mobile app development.Hands on dev
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Are you looking for serious support to improve your level in **physics-chemistry** and **maths**?

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✔️ Online courses (flexible and interactive)

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🇲🇦 Arabic
🇬🇧 English

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📍 Area: Marrakech
📩 Contact me via the website for more information.
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You will learn the following concepts:
Method of counting, combination, permutation, arrangement,...
Independence and conditionally, Bayes' theorem...
Random variables: discrete and continuous (probability density and cumulative distribution function).
System of random variables (joint probability and marginal probabilities...)
Specific discrete random variables such as binomial distribution, geometric distribution, Poisson distribution, hypergeometric distribution...
Specific continuous random variables such as normal distribution, uniform distribution, exponential distribution, chi-squared distribution, T-distribution, F-distribution...
Mean and variance for random variables (two types)
Estimators, confidence intervals, hypothesis tests...
introduction to SPSS program
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