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Depuis janvier 2024
Professeur depuis janvier 2024
Introduction to Calculus and Algebra (Ready for college).
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Àpd 25 $ /h
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This course is specifically designed to empower students with the fundamental skills and deep understanding required to excel in calculus and algebra, paving the way for success in any mathematics course throughout their college journey.

Expect this course to be a stable base in Mathematics for any college Degree. All the best.
Features::
a. Basics
b. Interactive sessions
c. Problem solving strategies
d. Comprehensive Reviews
Informations supplémentaires
This course is online.
Lieu
location type icon
En ligne depuis États-Unis
Présentation
I believe in detailed explainations that break down complex mathematical concepts into digestible components. The cause and effect of certain concepts in Mathematics will be explored so that they can be used in real world problems and scenarios. We think through the problem and strategize the approach to solve it. This should help student gain enough exposure to be well equipped for future academic, scientific, and business adventures.
Education
B.Sc. Applied Physics Kathmandu University
PhD Student at Louisiana State University
I have a strong foundations in Applied Physics and am in the verse of becoming a Geoscientist with specialization in Computational Mineral Physics.
Expérience / Qualifications
4 years+ experience in Teaching mathematics and Advanced calculus.
I have served as a Mathematics and Computation Lecturer at Kathmandu universtiy in Nepal. I am also working as a Teaching Assistant in the Department of Geology and Geophysiscs in Louisiana State Univerisity.
Age
Enfants (7-12 ans)
Adolescents (13-17 ans)
Adultes (18-64 ans)
Seniors (65+ ans)
Niveau du Cours
Débutant
Intermédiaire
Avancé
Durée
60 minutes
90 minutes
Enseigné en
anglais
Disponibilité semaine type
(GMT -05:00)
New York
at teacher icon
Cours par webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
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As a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college.

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Hello,

Are you preparing for your Maths Baccalaureate and aiming for excellence?

As a high school teacher, I put my expertise at your service to help you take your results to the next level.

I offer math tutoring for high school seniors. 👌🏼

I guarantee you the following objectives:

★A perfect mastery of the basic concepts. 💯

★Allow students to overcome obstacles in order to obtain better grades in the final exam.💪🏼

★Allow parents a comprehensive report on their child’s situation.❤️
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Vous êtes au collège ou au lycée (seconde, première) et vous souhaitez progresser en mathématiques, reprendre confiance ou améliorer vos résultats ?
Je propose des cours de soutien en ligne, entièrement personnalisés et adaptés à votre niveau.

Avec plus de 6 ans d’expérience dans l’accompagnement scolaire, je m’assure que chaque élève comprend les notions essentielles grâce à des explications simples, claires et adaptées à son rythme.

Mes cours permettent de :

consolider les bases fondamentales,

comprendre les méthodes attendues en contrôle,

apprendre à raisonner et à résoudre efficacement des exercices,

préparer les DS, les DM et les évaluations importantes.

✔️ Avantages :

Pédagogie adaptée à chaque élève

Cours interactifs et expliqués pas à pas

Horaires flexibles selon vos disponibilités

Suivi personnalisé avec progression assurée

🎯 Mon objectif : rendre les mathématiques plus accessibles, redonner confiance à l’élève et lui permettre d’atteindre ses objectifs scolaires.
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As a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college.

My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject.

With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way.

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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!

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The sessions generally take place according to the following stages:

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

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With over 12 years of experience teaching mathematics

in high school, I offer math support lessons.

Class description: As a highly qualified mathematics teacher, graduated from the teachers' college and with 11 years of teaching in public high schools, I offer tutoring courses in mathematics at home.

My courses are aimed at students in the 2nd and 1st general classes, Terminale specialty of the French system, as well as for the 5th, 4th and 3rd levels of the college. T and Common Core Sciences, Technological TC, 1st Bac Experimental Sciences, final year of all sectors (SVT-PC-SC.Math-L),

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Je suis un professeur particulier qualifié et passionné de mathématiques, diplômé de l'Université Cheikh Anta Diop de Dakar (UCAD). Mon parcours académique m'a amené à étudier les mathématiques, la physique et l'informatique lors de mes deux premières années d'université, avant de me spécialiser avec une licence et un master en biomathématiques. Ces formations m'ont permis d'approfondir mes compétences en sciences appliquées et de développer une expertise pointue dans l'analyse de concepts complexes.
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Ma parfaite maîtrise des programmes de mathématiques, alliée à mon expertise en biomathématiques, me permet de simplifier des notions complexes et de rendre l'apprentissage des sciences accessible à tous. Mon objectif est d'aider chaque élève à consolider ses bases, à regagner confiance en lui et à devenir autonome dans ses études.
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Vous avez des données mais ne savez pas comment les exploiter ? Vous souhaitez prendre des décisions basées sur des faits concrets ? Ou vous êtes étudiant·e et voulez maîtriser les outils de l'analyse moderne ?
Ce cours est fait pour vous.

👨‍🏫 À propos du formateur :
Je suis Data Scientist et Ingénieur en Mathématiques Appliquées, diplômé de l’Université Cheikh Anta Diop (UCAD). Mon expertise repose sur une solide base en Mathématiques, Statistiques, Machine Learning et Visualisation de données. J’allie rigueur scientifique et outils modernes pour transformer des données brutes en décisions stratégiques.

🧠 Objectifs du cours :
Comprendre et manipuler les données (exploration, nettoyage, visualisation)

- Identifier les variables importantes et repérer les anomalies

- Appliquer les méthodes statistiques et Machine Learning pour extraire de la valeur

- Construire des tableaux de bord clairs et parlants pour la prise de décision

- Adapter les analyses aux besoins réels d’une entreprise ou d’un projet académique

🧰 Contenu détaillé :
1. Introduction à l’analyse de données

- Qu’est-ce que l’analyse de données ?

- Typologie des données (quantitatives, qualitatives)

- Méthodologie globale

2. Préparation des données

- Nettoyage (valeurs manquantes, doublons, outliers)

- Encodage des variables catégorielles

- Normalisation et transformation

3. Visualisation et exploration

- Graphiques de distribution, de corrélation, de tendance

- Tableaux croisés, heatmaps, boxplots

- Détection de patterns et d’anomalies

4. Statistique descriptive et inférentielle

- Moyenne, Médiane, Ecart-type, Corrélation

- Tests statistiques : Khi2, t de Student, ANOVA

5. Modélisation prédictive (ML supervisé)

- Régression linéaire/logistique

- Arbre de décision, Random forest, KNN, SVM

- Évaluation : accuracy, recall, precision, F1-score, AUC

6. Segmentation et classification non supervisée

- Clustering (K-means, DBSCAN, hiérarchique)

- Réduction de dimension (ACP/PCA)

7. Projets réels (au choix)

- Analyse des ventes / Churn client / Scoring de crédit / Santé publique

- Ou projet personnalisé à vos propres données

💻 Outils utilisés :

- Python (Pandas, Matplotlib, Scikit-learn, Seaborn)

- ou R (selon la préférence)

- Excel, Power BI/Tableau (pour la visualisation avancée)
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Je suis maître de conférences habilité à l’École Nationale des Sciences Appliquées (ENSA), titulaire d’un doctorat en mathématiques , avec plus de 15 ans d’expérience dans l’enseignement à différents niveaux : collège, lycée et enseignement supérieur.
Je propose des cours de soutien en mathématiques pour tous les niveaux: collège, lycée et études supérieures (Algèbre, Analyse, Analyse de données, Probabilités et Statistiques, Mathématiques financières...) Méthode claire et progressive adaptée au rythme de chaque élève Révision des bases, préparation aux examens et concours possibilité de cours à domicile ou en ligne selon votre préférence.
Lieu : Agadir.
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My method: Logic before calculation
In the final year of high school, the difficulty is often not the calculation itself, but understanding the problem statement and choosing the correct theorem. My support focuses on three key areas:

Analysis: Perfect mastery of sequences, functions (logarithms, exponentials) and continuity.

Geometry in space: Visualization and vector calculation.

Probability: Understanding the laws and knowing when to apply them.

We will delve particularly into the 4 Pillars of Success in the Baccalaureate (Final Year Program)
For each session, we will work on the priority themes of the French curriculum:
Analysis & Algebra: Mastery of functions (Exponentials, Logarithms), limits, and integral calculus. Particular focus is placed on numerical sequences and proof by induction.
Geometry in Space: Learning to "see" in 3 dimensions and mastering parametric representations and the dot product.
Probability & Statistics: Understanding binomial distributions and density to avoid interpretation errors.
Specialty "Expert Maths" (Optional): For those aiming for preparatory classes, we delve deeper into complex numbers, arithmetic and matrices.

Session content:
Demonstration techniques: Knowing how to write a recurrence or a proof by contradiction without losing points for rigor.

Automation: Calculation of complex derivatives, antiderivatives and limits to gain speed on the day.

Analysis of typical Baccalaureate exam topics: We break down the topics that came up in 2024 and 2025 to anticipate the expectations of examiners in June 2026.

For who ?
First-year students: To consolidate the basics before the decisive year.
Final year students (Maths specialization): Intensive preparation for written exams.
Complementary / Expert Maths: Advanced training for future Parcoursup applications (CPGE, Engineering Schools).

🛠️ Tools for online courses
Shared Word document: You can see me writing the live demonstrations, and you can write in turn.

Paper correction: You send me your homework assignments done in class, we analyze your mistakes together so that you don't repeat them.
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On pourrait traiter les thèmes suivants:

Analyse complète : Fonctions exponentielles, logarithmes, limites, continuité et convexité.

Calcul Intégral : Primitives, intégration par parties et applications.

Géométrie dans l'espace : Vecteurs, droites, plans et produit scalaire.

Probabilités discrètes : Lois binomiales, épreuves de Bernoulli et combinatoire.

Option Maths Expertes : Nombres complexes (géométrie et algèbre), arithmétique et matrices.

En Anglais :

Course Content:

Calculus & Analysis: Mastery of functions (Log, Exp), limits, derivatives, and complex integration.

Algebra & Geometry: Vector spaces, matrices, and 3D geometry.

International Standards: Full preparation for IB (HL/SL), A-Levels, and the quantitative section of the SAT/ACT.

French Baccalaureate: Intensive training for "Spécialité Maths" and "Maths Expertes" (AEFE network).

Why choose me?

Expertise in international curricula used in Qatar, UAE, and KSA.

Interactive online tools: Whiteboard sharing, PDF summaries, and 24/7 Q&A via message.

Experience with students from top schools in Dubai, Doha, and Riyadh.

Arabic Version

العنوان: 📐 مدرس رياضيات خبير | لطلاب المنهاج الدولي والفرنسي | تحضير شامل للامتحانات في دول الخليج

منهج الدورة:

التفاضل والتكامل: إتقان الدوال، النهايات، المشتقات، والتكاملات المعقدة.

الجبر والهندسة: دراسة المتجهات، المصفوفات، والهندسة الفراغية ثلاثية الأبعاد.

المناهج الدولية: تحضير مكثف لطلاب الباكالوريا الدولية (IB)، وطلاب SAT و A-Levels.

المنهج الفرنسي: دعم خاص لطلاب المدارس الفرنسية في قطر والإمارات والسعودية (Spé Maths).

لماذا تختار دروسي؟
خبرة واسعة في متطلبات التعليم الخاص في دبي، الدوحة، والرياض.

استخدام أحدث الوسائل التقنية: سبورة تفاعلية ومشاركة ملفات ذكية.

مرونة كاملة في المواعيد لتناسب التوقيت المحلي لدول الخليج (GMT+3).
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🎓My name is Marc Sahakian, I have a Master 2 degree in Applied Mathematics and Statistics and a Master 2 degree in Mathematics.
I teach mathematics and computer science to the following levels:
• Middle school (all grades)
• High school: common core curriculum, mathematics specialization, advanced mathematics
• Higher education: BTS, BUT, Bachelor's degree, private schools (probability, statistics, analysis, algebra, etc.)

📍 Areas of intervention
• At home: Marseille
• Online: throughout France (video conference lessons, shared materials, exercises sent after the lesson).

🧠 My method
• Review of the basics to fill in the gaps
• Simple explanations + concrete examples
• Targeted exercises to prepare for tests, exams, baccalaureate, midterms, etc.
• Implementation of a work method (worksheets, time management, writing)

🧮 For whom?
• Students who are struggling and want to improve their grades
• Students aiming for a good grade in the Brevet/Bac exams
• Higher education students who want to succeed in their math/statistics/computer science (python) exams.

⏰ Availability
• In the evenings on weekdays, and it's possible during the day on certain days of the week.
• Weekends
• School holidays (possibility of revision courses in small groups).
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Contacter Sajin
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Le premier cours est couvert par notre Garantie Le-Bon-Prof
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As a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college.

My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject.

With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way.

By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge.

In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.
verified badge
Hello,

Are you preparing for your Maths Baccalaureate and aiming for excellence?

As a high school teacher, I put my expertise at your service to help you take your results to the next level.

I offer math tutoring for high school seniors. 👌🏼

I guarantee you the following objectives:

★A perfect mastery of the basic concepts. 💯

★Allow students to overcome obstacles in order to obtain better grades in the final exam.💪🏼

★Allow parents a comprehensive report on their child’s situation.❤️
verified badge
Vous êtes au collège ou au lycée (seconde, première) et vous souhaitez progresser en mathématiques, reprendre confiance ou améliorer vos résultats ?
Je propose des cours de soutien en ligne, entièrement personnalisés et adaptés à votre niveau.

Avec plus de 6 ans d’expérience dans l’accompagnement scolaire, je m’assure que chaque élève comprend les notions essentielles grâce à des explications simples, claires et adaptées à son rythme.

Mes cours permettent de :

consolider les bases fondamentales,

comprendre les méthodes attendues en contrôle,

apprendre à raisonner et à résoudre efficacement des exercices,

préparer les DS, les DM et les évaluations importantes.

✔️ Avantages :

Pédagogie adaptée à chaque élève

Cours interactifs et expliqués pas à pas

Horaires flexibles selon vos disponibilités

Suivi personnalisé avec progression assurée

🎯 Mon objectif : rendre les mathématiques plus accessibles, redonner confiance à l’élève et lui permettre d’atteindre ses objectifs scolaires.
verified badge
As a highly qualified maths teacher, a graduate of the college of teachers and with 11 years of teaching experience in public high schools, I am happy to offer tutoring lessons in mathematics at home for students from level T and Common Core Sciences, TC Technological, 1st Baccalaureate Experimental Sciences and final of all the sectors (SVT-PC-SC.Math-L), as well as for the classes of 2nd and 1st general, Terminale specialty of the French system, as well than the 5th, 4th and 3rd levels of college.

My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject.

With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way.

By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge.

In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.
verified badge
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
Are you looking for help with statistics or data analysis?
To prepare for an exam, accomplish a coursework, a bachelor's, master's or doctoral thesis?

I have a PhD title in physics and have been teaching statistics for 10 years. I have already helped more than 150 students succeed.

I make the lecture material more understandable using concrete examples. I correct papers, explain the best methods to solve tasks or put up my own exercices to achieve the necessary level.

I help in interpreting the output of common statistical programs (R/RStudio, Jamovi, Jasp) or in carrying out entire analyses.

I am an affable character and am completely committed to one goal: the success of the student.
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.
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With over 12 years of experience teaching mathematics

in high school, I offer math support lessons.

Class description: As a highly qualified mathematics teacher, graduated from the teachers' college and with 11 years of teaching in public high schools, I offer tutoring courses in mathematics at home.

My courses are aimed at students in the 2nd and 1st general classes, Terminale specialty of the French system, as well as for the 5th, 4th and 3rd levels of the college. T and Common Core Sciences, Technological TC, 1st Bac Experimental Sciences, final year of all sectors (SVT-PC-SC.Math-L),

My primary objective is to help students improve their level, deepen their knowledge, fill their gaps and improve in the discipline of mathematics. I also offer support in the preparation of exams and competitions for access to major schools, as well as homework help for overall success in the subject.

With my advanced math skills, I am committed to providing effective tools and techniques to help my students progress. My interactive, student-centered teaching approach allows for a deeper understanding of mathematical concepts and practical application of acquired knowledge.

By choosing my mathematics tutoring courses, students can expect individual attention and personalized help to overcome their difficulties and achieve their goals. I am confident in my skills to help students of all levels progress and succeed in this demanding subject.

My dynamic and stimulating teaching methods aim to help students acquire self-confidence that will follow them throughout their lives.
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Do you want to help your child improve his/her academic performance?
I am Basraoui Zakaria, a public education teacher in the Larache region of Morocco. I have experience providing support and reinforcement classes for elementary school students. I offer tailored lessons to enhance students' abilities in core subjects (Arabic, mathematics, and science).
My lessons aim to improve understanding, boost self-confidence, and develop children's learning skills.

Lessons include:

Review lesson concepts.
Providing various practical training.
Improve reading and writing skills.
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Je suis un professeur particulier qualifié et passionné de mathématiques, diplômé de l'Université Cheikh Anta Diop de Dakar (UCAD). Mon parcours académique m'a amené à étudier les mathématiques, la physique et l'informatique lors de mes deux premières années d'université, avant de me spécialiser avec une licence et un master en biomathématiques. Ces formations m'ont permis d'approfondir mes compétences en sciences appliquées et de développer une expertise pointue dans l'analyse de concepts complexes.
Depuis plus de dix ans, j'accompagne des élèves en tutorat, une expérience qui a débuté au sein de mon cercle familial et qui s'est enrichie au fil du temps grâce à une formation pédagogique adaptée aux environnements numériques. Aujourd'hui, j'offre des cours en ligne entièrement personnalisés, débutant toujours par un bilan approfondi des compétences de chaque élève afin d'identifier précisément leurs points forts et leurs difficultés. Cette analyse me permet de concevoir un programme de remédiation sur mesure, ciblant efficacement leurs besoins spécifiques.
Je trouve une grande motivation à travailler avec des élèves désireux de réussir. Leur engagement et leur détermination à progresser stimulent mon implication et renforcent mon professionnalisme. En ligne, je m'assure de maintenir un environnement d'apprentissage sérieux et structuré, où l'accent est strictement mis sur l'aspect pédagogique.
Ma parfaite maîtrise des programmes de mathématiques, alliée à mon expertise en biomathématiques, me permet de simplifier des notions complexes et de rendre l'apprentissage des sciences accessible à tous. Mon objectif est d'aider chaque élève à consolider ses bases, à regagner confiance en lui et à devenir autonome dans ses études.
Je propose ainsi mes cours particuliers en ligne, offrant une flexibilité géographique et un suivi personnalisé pour accompagner chaque élève vers la réussite.
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Vous avez des données mais ne savez pas comment les exploiter ? Vous souhaitez prendre des décisions basées sur des faits concrets ? Ou vous êtes étudiant·e et voulez maîtriser les outils de l'analyse moderne ?
Ce cours est fait pour vous.

👨‍🏫 À propos du formateur :
Je suis Data Scientist et Ingénieur en Mathématiques Appliquées, diplômé de l’Université Cheikh Anta Diop (UCAD). Mon expertise repose sur une solide base en Mathématiques, Statistiques, Machine Learning et Visualisation de données. J’allie rigueur scientifique et outils modernes pour transformer des données brutes en décisions stratégiques.

🧠 Objectifs du cours :
Comprendre et manipuler les données (exploration, nettoyage, visualisation)

- Identifier les variables importantes et repérer les anomalies

- Appliquer les méthodes statistiques et Machine Learning pour extraire de la valeur

- Construire des tableaux de bord clairs et parlants pour la prise de décision

- Adapter les analyses aux besoins réels d’une entreprise ou d’un projet académique

🧰 Contenu détaillé :
1. Introduction à l’analyse de données

- Qu’est-ce que l’analyse de données ?

- Typologie des données (quantitatives, qualitatives)

- Méthodologie globale

2. Préparation des données

- Nettoyage (valeurs manquantes, doublons, outliers)

- Encodage des variables catégorielles

- Normalisation et transformation

3. Visualisation et exploration

- Graphiques de distribution, de corrélation, de tendance

- Tableaux croisés, heatmaps, boxplots

- Détection de patterns et d’anomalies

4. Statistique descriptive et inférentielle

- Moyenne, Médiane, Ecart-type, Corrélation

- Tests statistiques : Khi2, t de Student, ANOVA

5. Modélisation prédictive (ML supervisé)

- Régression linéaire/logistique

- Arbre de décision, Random forest, KNN, SVM

- Évaluation : accuracy, recall, precision, F1-score, AUC

6. Segmentation et classification non supervisée

- Clustering (K-means, DBSCAN, hiérarchique)

- Réduction de dimension (ACP/PCA)

7. Projets réels (au choix)

- Analyse des ventes / Churn client / Scoring de crédit / Santé publique

- Ou projet personnalisé à vos propres données

💻 Outils utilisés :

- Python (Pandas, Matplotlib, Scikit-learn, Seaborn)

- ou R (selon la préférence)

- Excel, Power BI/Tableau (pour la visualisation avancée)
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Je suis maître de conférences habilité à l’École Nationale des Sciences Appliquées (ENSA), titulaire d’un doctorat en mathématiques , avec plus de 15 ans d’expérience dans l’enseignement à différents niveaux : collège, lycée et enseignement supérieur.
Je propose des cours de soutien en mathématiques pour tous les niveaux: collège, lycée et études supérieures (Algèbre, Analyse, Analyse de données, Probabilités et Statistiques, Mathématiques financières...) Méthode claire et progressive adaptée au rythme de chaque élève Révision des bases, préparation aux examens et concours possibilité de cours à domicile ou en ligne selon votre préférence.
Lieu : Agadir.
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My method: Logic before calculation
In the final year of high school, the difficulty is often not the calculation itself, but understanding the problem statement and choosing the correct theorem. My support focuses on three key areas:

Analysis: Perfect mastery of sequences, functions (logarithms, exponentials) and continuity.

Geometry in space: Visualization and vector calculation.

Probability: Understanding the laws and knowing when to apply them.

We will delve particularly into the 4 Pillars of Success in the Baccalaureate (Final Year Program)
For each session, we will work on the priority themes of the French curriculum:
Analysis & Algebra: Mastery of functions (Exponentials, Logarithms), limits, and integral calculus. Particular focus is placed on numerical sequences and proof by induction.
Geometry in Space: Learning to "see" in 3 dimensions and mastering parametric representations and the dot product.
Probability & Statistics: Understanding binomial distributions and density to avoid interpretation errors.
Specialty "Expert Maths" (Optional): For those aiming for preparatory classes, we delve deeper into complex numbers, arithmetic and matrices.

Session content:
Demonstration techniques: Knowing how to write a recurrence or a proof by contradiction without losing points for rigor.

Automation: Calculation of complex derivatives, antiderivatives and limits to gain speed on the day.

Analysis of typical Baccalaureate exam topics: We break down the topics that came up in 2024 and 2025 to anticipate the expectations of examiners in June 2026.

For who ?
First-year students: To consolidate the basics before the decisive year.
Final year students (Maths specialization): Intensive preparation for written exams.
Complementary / Expert Maths: Advanced training for future Parcoursup applications (CPGE, Engineering Schools).

🛠️ Tools for online courses
Shared Word document: You can see me writing the live demonstrations, and you can write in turn.

Paper correction: You send me your homework assignments done in class, we analyze your mistakes together so that you don't repeat them.
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On pourrait traiter les thèmes suivants:

Analyse complète : Fonctions exponentielles, logarithmes, limites, continuité et convexité.

Calcul Intégral : Primitives, intégration par parties et applications.

Géométrie dans l'espace : Vecteurs, droites, plans et produit scalaire.

Probabilités discrètes : Lois binomiales, épreuves de Bernoulli et combinatoire.

Option Maths Expertes : Nombres complexes (géométrie et algèbre), arithmétique et matrices.

En Anglais :

Course Content:

Calculus & Analysis: Mastery of functions (Log, Exp), limits, derivatives, and complex integration.

Algebra & Geometry: Vector spaces, matrices, and 3D geometry.

International Standards: Full preparation for IB (HL/SL), A-Levels, and the quantitative section of the SAT/ACT.

French Baccalaureate: Intensive training for "Spécialité Maths" and "Maths Expertes" (AEFE network).

Why choose me?

Expertise in international curricula used in Qatar, UAE, and KSA.

Interactive online tools: Whiteboard sharing, PDF summaries, and 24/7 Q&A via message.

Experience with students from top schools in Dubai, Doha, and Riyadh.

Arabic Version

العنوان: 📐 مدرس رياضيات خبير | لطلاب المنهاج الدولي والفرنسي | تحضير شامل للامتحانات في دول الخليج

منهج الدورة:

التفاضل والتكامل: إتقان الدوال، النهايات، المشتقات، والتكاملات المعقدة.

الجبر والهندسة: دراسة المتجهات، المصفوفات، والهندسة الفراغية ثلاثية الأبعاد.

المناهج الدولية: تحضير مكثف لطلاب الباكالوريا الدولية (IB)، وطلاب SAT و A-Levels.

المنهج الفرنسي: دعم خاص لطلاب المدارس الفرنسية في قطر والإمارات والسعودية (Spé Maths).

لماذا تختار دروسي؟
خبرة واسعة في متطلبات التعليم الخاص في دبي، الدوحة، والرياض.

استخدام أحدث الوسائل التقنية: سبورة تفاعلية ومشاركة ملفات ذكية.

مرونة كاملة في المواعيد لتناسب التوقيت المحلي لدول الخليج (GMT+3).
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🎓My name is Marc Sahakian, 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).
Garantie Le-Bon-Prof
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