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Depuis janvier 2026
Professeur depuis janvier 2026
Experienced and qualified teaching expert in Statistics, Biology and Thesis writing
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Àpd 47.56 $ /h
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My motto: With good explanations, anyone can understand difficult topics.
My profile: Expert in simplifying complex and abstract content.

Teacher training University of Cologne (German/Biology) and tutoring in applied linguistics.
Studied psychology (graduated with honors) at FernUniversität Hagen,conducted tutorials in statistics.
Native languages: German and English.

Several years of teaching experience in German as a foreign language, German, and biology at various age and level stages.
Successful experience in adult education (English as a foreign language) and tutoring in statistics.

Thanks to my dual professional training and experience as a teacher and psychologist, I can explain any content in a very clear, understandable, and application-based way for pupils and students. When teaching, I particularly enjoy offering you a simple and clear approach to complex and abstract topics. This allows you to have positive experiences as early as possible and enjoy learning. In addition, we can of course also address specific learning difficulties and learning techniques.

For successful teaching, I value a transparent structure in terms of content, comprehensibility, clarity, and a pinch of fun. My lessons are 100% tailored to your specific personal and school/university requirements.
Lieu
location type icon
En ligne depuis Espagne
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
Enseigné en
anglais
allemand
Compétences
Scolaire
Allemand pour adultes
Disponibilité semaine type
(GMT -04:00)
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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University graduate in German language and literature (Master of Letters in German with specialization in medieval languages and literature) with a solid experience, gives private German lessons for all levels.
My lessons are adapted according to the needs of the student. They aim to consolidate concepts, fill gaps, prepare for exams (maturity, compulsory school leaving certificates, entrance exams to gymnasiums and universities, Goethe Zertifikat up to B2). Opportunity to learn the language.

For school supports:

This is above all long-term work, which implies on my part taking the time to "learn how to learn" in an effective manner: every exercise is explained in detail, which can make its execution easier. slower. Quality takes priority over quantity in order to obtain optimal results over time.
Students bring their own course materials (notebooks, books, audio CDs, dictionaries, assessments, etc.).
Another important point: in order for my help to be beneficial, it is necessary that the student provides regular personal work between lessons. This essentially involves rereading your notes, repeating exercises similar to those carried out together or even moving forward in learning vocabulary.

For conversation classes:

The topics are based on interests and/or specific needs for exam preparation. I attach particular importance to pronunciation, fluency and vocabulary. I usually correct at the end of a conversation exercise with detailed feedback, in order to avoid any blockages and to work on fluency. Depending on the level of the students and/or their expectations (exam preparations/assessments/desire for improvement for example), I work on the choice of appropriate words, grammatical accuracy, the ability to formulate more or less complex sentences.

For exam preparations:

The courses offer to acquire solid tools to learn to write, to comment on literary texts and a methodology to work on oral comprehension. The student must bring their own exam preparation brochure, available in all bookstores. For Goethe Institute model exams, the exam books from Cornlesen are particularly suitable. The other alternative would be to download and print before the start of the course a copy of the Goethe Institute exam available on the institute's website.

For the oral comprehension:

Work from audio-visual viewings downloaded from the Deutsche Welle site, which offer various recordings adapted to all levels, with a very concrete approach. In the long term, the student acquires ease not only in oral comprehension, but also enriches his basic vocabulary through exercises. I also work on the Goethe Institut oral tests to familiarize myself with speaking.

For the work of the written expression:

I begin by explaining in the first lesson some methodological tools to acquire writing skills. The student has the opportunity to start writing during the course or do a writing exercise on duty and give it to me to correct (send by email or at the beginning of the next lesson). The corrections are explained in detail. In addition, at the time of booking, the student can send me a draft copy before the lesson so that I can meet his needs even more quickly.

Apart from my presence with the student, every lesson involves preparation time before and after the lesson, particularly for the work that I correct. My goal being to design an individualized course, I take the time necessary to write detailed comments on corrected work or advice to ensure maximum success for everyone.
In addition, each student can contact me at any time outside of class by email if necessary.

Feel free to contact me for more information. :)
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A highly experienced Franco-Belgian teacher (ook in het nederlands!) offers private lessons in mathematics (including finance), probability and statistics, as well as physics, chemistry, and biology for secondary and higher education levels. For physics, chemistry, and biology, the instruction is tailored to the secondary level, specifically up to the 5th year of secondary education in Belgium.

Whether you prefer lessons at your place, my place, or remotely, I am flexible to accommodate your needs. If necessary, I can travel to your home in Brussels, Walloon and Flemish Brabant, with a minimum duration of 2 hours per session. The lessons are designed to provide extensive practice with numerous exercises. Distance learning options are also available through platforms such as Skype, Facebook, etc. Please note that for students in France, only distance learning courses are provided.

In mathematics, I specialize in various topics and frequently provide lessons covering the entire secondary school curriculum, including math 6 and higher. These topics encompass factorization, equations of the 1st and 2nd degree (with in-depth study of parabolas), limits, derivatives, integrals, exponentials and logarithms, as well as trigonometry. Additionally, I am occasionally called upon to teach analytical geometry in space, including equations of lines and planes.

For statistics and probabilities, I provide instruction in descriptive and inferential statistics (univariate and bivariate), covering confidence intervals and hypothesis tests, applicable to secondary and higher education levels.

Feel free to reach out to me to discuss and arrange the lessons based on your specific needs and availability. My aim is to help you enhance your skills effectively and provide personalized instruction. By tailoring the lessons to your requirements, we can ensure rapid progress in your studies.
verified badge
I offer you a new learning experience.

The focus is on practical application and theory is only introduced where intuition reaches its limits.

Whether you are a beginner or an advanced learner, my tailor-made lessons will accelerate your language acquisition in a positive learning environment.

You can book a complete course with regular sessions or individual lessons to overcome a specific problem, such as pronunciation or a particular point in grammar.

Learning a foreign language is not a linear process that consists of memorising a list of words, and speaking a foreign language is not an oral translation exercise.

There are two types of approaches to acquiring knowledge:

When asked what year follows 1999, you can immediately answer 2000 without having to think for a long time and, above all, without having memorised each number individually, starting with 1, 2, 3 ... You know that numbers are formed according to a certain pattern. With only ten digits, you can form an infinite number of numbers and always know which number comes next.

When it comes to the alphabet, words and sentences, it's more or less the same, but school pedagogy, school textbooks and regular lessons still follow the rote learning approach. In the lessons I propose, you will learn to use patterns because this is more efficient and faster.

Learning is easy, but unlearning bad habits is extremely difficult. This makes it all the more important to learn the right reflexes as early as possible.

My offer is aimed at both young people and adults who want to learn German or improve their knowledge without wasting time on nonsensical school methods.

I offer individual or group lessons for German. The methods are based on cognitive science and, in particular, comparative linguistics. My flexible programme can be tailored to your individual needs. The programme focuses on your independence in spontaneous conversations in real life.

What is particularly important to me:

motivating my students and help them establish a learning rhythm;
encouraging their creativity;
helping them become more familiar with the language;
teaching them the letters and their sounds;
strengthening their memory by training their phonological loop;
teaching sentence building plans instead of memorising sentences;
explaining how language works so that my students can become independent as quickly as possible.


I look forward to meeting you.
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I am a modern language teacher, I have excellent knowledge in French and English and I can help you with spelling, grammar, conjugation, spoken, written expressions, etc. (for school or professional activities). I'll help you improve your language skills. I'll help you upgrade your knowledge from your present level to the level you must get. Cruising speed at your rythm. We will plan your journey together, amending it if and when necessary.
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My mother tongue is German. For more than 15 years I have been giving language lessons to children, schoolchildren, students, adults, senior citizens and business people who want to learn German or improve their German.

I help pupils and students prepare for class work and exams.

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In my German courses, the focus is on interactive, playful, intuitive learning.

I support business people in building up a comprehensive vocabulary in various business areas and I help them competently in the preparation of presentations, customer meetings and interviews.
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Je suis allemande, j'ai 65 ans et je vis en France, je ne suis pas enseignante mais il est possible d'apprendre le niveau A1, A2, B1, B2, aussi C1 et la prononciation correcte !
Je suis une personne honnête et fiable. Si un rendez-vous ne convient pas, il peut toujours être modifié.
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Bonjour :

- Mon cours est destiné aux collégiens et lycéens en mathématiques générales (système français / tunisien)
- Ma méthodologie du travail consiste à réviser bien le cours avant toute chose et puis laisser l'élève faire quelque exemples d'opérations/questions pour bien diagnostiquer sa faiblesse en matière et ses lacunes et puis attaquer ces lacunes avec sagesse et beaucoup de compréhension en poussant l'élève lui même à réinvoquer le cours et l'utiliser pour bien répondre à la question en vigueur.

Soyez la bienvenue cher parents et élèves à mon cours !
Le cours en ligne est fait avec l'outil GOOGLE MEET et une tablette graphique est utilisée de ma part pour permettre à l'apprenant de bien suivre le cours visuellement et intervenir à chaque fois en temps réel avec moi
L'intégralité du travail fait avec l'apprenant sera envoyé à lui sous format PDF à la fin de la séance (pour les cours à distance)
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Bachelor's student in economics and management offers private lessons in German, French and English.
I obtained my bachelor's degree with a specialization in mathematics and physics and I have sufficient knowledge in mathematics, physics, chemistry, German, English and French.
In my teaching, I adapt to the learning conditions and the student's life in order to strengthen their self-confidence and ensure that they understand the lessons and progress.
My goal is to create an effective learning environment. I rely on the student's course, which I supplement if necessary with additional information.
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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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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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Bonjour à tous,

Passionnée par l’enseignement et forte de 29 ans d’expérience dans l’enseignement de l’allemand, j’ai eu le privilège d’accompagner de nombreux élèves vers la réussite scolaire.

Mes services :
Cours particuliers en allemand: Apprenez ou perfectionnez vous grâce à une méthode adaptée à votre niveau et à vos objectifs.

Pourquoi me choisir ?
Approche personnalisée : Chaque élève est unique, et je m’efforce de répondre à vos besoins spécifiques avec une approche bienveillante et concrète.
Bilinguisme : Mes services sont disponibles en allemand et en français.

Ce que je vous propose :
🎓 Un accompagnement bienveillant pour révéler le potentiel de chaque élève.
🎓 Des solutions concrètes et adaptées pour surmonter les défis.
🎓 Une expertise en méthodologie pour apprendre efficacement et sereinement.

N'hésitez pas à me contacter si vous avez des questions :).
A bientôt, Valérie
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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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Having over five years of experience tutoring German, I have a strong track record in supporting students who struggle with the subject. Whether you're in primary, middle, or high school, I can help you succeed in your exams and throughout the school year!

Vocabulary, Verbs, Grammar, I am at your disposal to consolidate your foundations and achieve your goals.
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🎓My name is Marc, I have a Master 2 degree in Applied Mathematics and Statistics and a Master 2 degree in Mathematics.
I teach mathematics and computer science to the following levels:
• Middle school (all grades)
• High school: common core curriculum, mathematics specialization, advanced mathematics
• Higher education: BTS, BUT, Bachelor's degree, private schools (probability, statistics, analysis, algebra, etc.)

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

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

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

⏰ Availability
• In the evenings on weekdays, and it's possible during the day on certain days of the week.
• Weekends
• School holidays (possibility of revision courses in small groups).
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German is often perceived as a complex language, but it is above all a logical and powerful tool for boosting your career or traveling with confidence in Europe. Whether you are a complete beginner or want to refresh your knowledge, I have designed this course as a practical immersion to break down the language barrier.

You will learn to construct correct sentences from the very first lessons, master pronunciation, and understand key grammatical structures without getting bogged down in theory. Together, we will work on real-life scenarios (daily life, professional settings) so that you can express yourself with confidence and fluency.
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Are you stuck on math? That's normal — and it's fixable.

As an experienced teacher, I teach all levels in Paris and via video conference.

My method:
- Go back to basics without judgment, build intuition, and make math logical rather than mysterious.

- Each student leaves with their own record of the lesson.

Whether you're aiming for the brevet, the baccalaureate or competitive exams, we'll move forward together at your pace until you achieve the results you deserve.
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Contacter Rumen
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Le premier cours est couvert par notre Garantie Le-Bon-Prof
Cours Similaires
arrow icon previousarrow icon next
verified badge
University graduate in German language and literature (Master of Letters in German with specialization in medieval languages and literature) with a solid experience, gives private German lessons for all levels.
My lessons are adapted according to the needs of the student. They aim to consolidate concepts, fill gaps, prepare for exams (maturity, compulsory school leaving certificates, entrance exams to gymnasiums and universities, Goethe Zertifikat up to B2). Opportunity to learn the language.

For school supports:

This is above all long-term work, which implies on my part taking the time to "learn how to learn" in an effective manner: every exercise is explained in detail, which can make its execution easier. slower. Quality takes priority over quantity in order to obtain optimal results over time.
Students bring their own course materials (notebooks, books, audio CDs, dictionaries, assessments, etc.).
Another important point: in order for my help to be beneficial, it is necessary that the student provides regular personal work between lessons. This essentially involves rereading your notes, repeating exercises similar to those carried out together or even moving forward in learning vocabulary.

For conversation classes:

The topics are based on interests and/or specific needs for exam preparation. I attach particular importance to pronunciation, fluency and vocabulary. I usually correct at the end of a conversation exercise with detailed feedback, in order to avoid any blockages and to work on fluency. Depending on the level of the students and/or their expectations (exam preparations/assessments/desire for improvement for example), I work on the choice of appropriate words, grammatical accuracy, the ability to formulate more or less complex sentences.

For exam preparations:

The courses offer to acquire solid tools to learn to write, to comment on literary texts and a methodology to work on oral comprehension. The student must bring their own exam preparation brochure, available in all bookstores. For Goethe Institute model exams, the exam books from Cornlesen are particularly suitable. The other alternative would be to download and print before the start of the course a copy of the Goethe Institute exam available on the institute's website.

For the oral comprehension:

Work from audio-visual viewings downloaded from the Deutsche Welle site, which offer various recordings adapted to all levels, with a very concrete approach. In the long term, the student acquires ease not only in oral comprehension, but also enriches his basic vocabulary through exercises. I also work on the Goethe Institut oral tests to familiarize myself with speaking.

For the work of the written expression:

I begin by explaining in the first lesson some methodological tools to acquire writing skills. The student has the opportunity to start writing during the course or do a writing exercise on duty and give it to me to correct (send by email or at the beginning of the next lesson). The corrections are explained in detail. In addition, at the time of booking, the student can send me a draft copy before the lesson so that I can meet his needs even more quickly.

Apart from my presence with the student, every lesson involves preparation time before and after the lesson, particularly for the work that I correct. My goal being to design an individualized course, I take the time necessary to write detailed comments on corrected work or advice to ensure maximum success for everyone.
In addition, each student can contact me at any time outside of class by email if necessary.

Feel free to contact me for more information. :)
verified badge
A highly experienced Franco-Belgian teacher (ook in het nederlands!) offers private lessons in mathematics (including finance), probability and statistics, as well as physics, chemistry, and biology for secondary and higher education levels. For physics, chemistry, and biology, the instruction is tailored to the secondary level, specifically up to the 5th year of secondary education in Belgium.

Whether you prefer lessons at your place, my place, or remotely, I am flexible to accommodate your needs. If necessary, I can travel to your home in Brussels, Walloon and Flemish Brabant, with a minimum duration of 2 hours per session. The lessons are designed to provide extensive practice with numerous exercises. Distance learning options are also available through platforms such as Skype, Facebook, etc. Please note that for students in France, only distance learning courses are provided.

In mathematics, I specialize in various topics and frequently provide lessons covering the entire secondary school curriculum, including math 6 and higher. These topics encompass factorization, equations of the 1st and 2nd degree (with in-depth study of parabolas), limits, derivatives, integrals, exponentials and logarithms, as well as trigonometry. Additionally, I am occasionally called upon to teach analytical geometry in space, including equations of lines and planes.

For statistics and probabilities, I provide instruction in descriptive and inferential statistics (univariate and bivariate), covering confidence intervals and hypothesis tests, applicable to secondary and higher education levels.

Feel free to reach out to me to discuss and arrange the lessons based on your specific needs and availability. My aim is to help you enhance your skills effectively and provide personalized instruction. By tailoring the lessons to your requirements, we can ensure rapid progress in your studies.
verified badge
I offer you a new learning experience.

The focus is on practical application and theory is only introduced where intuition reaches its limits.

Whether you are a beginner or an advanced learner, my tailor-made lessons will accelerate your language acquisition in a positive learning environment.

You can book a complete course with regular sessions or individual lessons to overcome a specific problem, such as pronunciation or a particular point in grammar.

Learning a foreign language is not a linear process that consists of memorising a list of words, and speaking a foreign language is not an oral translation exercise.

There are two types of approaches to acquiring knowledge:

When asked what year follows 1999, you can immediately answer 2000 without having to think for a long time and, above all, without having memorised each number individually, starting with 1, 2, 3 ... You know that numbers are formed according to a certain pattern. With only ten digits, you can form an infinite number of numbers and always know which number comes next.

When it comes to the alphabet, words and sentences, it's more or less the same, but school pedagogy, school textbooks and regular lessons still follow the rote learning approach. In the lessons I propose, you will learn to use patterns because this is more efficient and faster.

Learning is easy, but unlearning bad habits is extremely difficult. This makes it all the more important to learn the right reflexes as early as possible.

My offer is aimed at both young people and adults who want to learn German or improve their knowledge without wasting time on nonsensical school methods.

I offer individual or group lessons for German. The methods are based on cognitive science and, in particular, comparative linguistics. My flexible programme can be tailored to your individual needs. The programme focuses on your independence in spontaneous conversations in real life.

What is particularly important to me:

motivating my students and help them establish a learning rhythm;
encouraging their creativity;
helping them become more familiar with the language;
teaching them the letters and their sounds;
strengthening their memory by training their phonological loop;
teaching sentence building plans instead of memorising sentences;
explaining how language works so that my students can become independent as quickly as possible.


I look forward to meeting you.
verified badge
I am a modern language teacher, I have excellent knowledge in French and English and I can help you with spelling, grammar, conjugation, spoken, written expressions, etc. (for school or professional activities). I'll help you improve your language skills. I'll help you upgrade your knowledge from your present level to the level you must get. Cruising speed at your rythm. We will plan your journey together, amending it if and when necessary.
verified badge
My mother tongue is German. For more than 15 years I have been giving language lessons to children, schoolchildren, students, adults, senior citizens and business people who want to learn German or improve their German.

I help pupils and students prepare for class work and exams.

For children, adults, senior citizens and business people I offer German courses at all levels (A1 - C2) of the European Framework of Reference and help you to learn German or to improve your German skills.

In my German courses, the focus is on interactive, playful, intuitive learning.

I support business people in building up a comprehensive vocabulary in various business areas and I help them competently in the preparation of presentations, customer meetings and interviews.
verified badge
Je suis allemande, j'ai 65 ans et je vis en France, je ne suis pas enseignante mais il est possible d'apprendre le niveau A1, A2, B1, B2, aussi C1 et la prononciation correcte !
Je suis une personne honnête et fiable. Si un rendez-vous ne convient pas, il peut toujours être modifié.
verified badge
Bonjour :

- Mon cours est destiné aux collégiens et lycéens en mathématiques générales (système français / tunisien)
- Ma méthodologie du travail consiste à réviser bien le cours avant toute chose et puis laisser l'élève faire quelque exemples d'opérations/questions pour bien diagnostiquer sa faiblesse en matière et ses lacunes et puis attaquer ces lacunes avec sagesse et beaucoup de compréhension en poussant l'élève lui même à réinvoquer le cours et l'utiliser pour bien répondre à la question en vigueur.

Soyez la bienvenue cher parents et élèves à mon cours !
Le cours en ligne est fait avec l'outil GOOGLE MEET et une tablette graphique est utilisée de ma part pour permettre à l'apprenant de bien suivre le cours visuellement et intervenir à chaque fois en temps réel avec moi
L'intégralité du travail fait avec l'apprenant sera envoyé à lui sous format PDF à la fin de la séance (pour les cours à distance)
verified badge
Bachelor's student in economics and management offers private lessons in German, French and English.
I obtained my bachelor's degree with a specialization in mathematics and physics and I have sufficient knowledge in mathematics, physics, chemistry, German, English and French.
In my teaching, I adapt to the learning conditions and the student's life in order to strengthen their self-confidence and ensure that they understand the lessons and progress.
My goal is to create an effective learning environment. I rely on the student's course, which I supplement if necessary with additional information.
verified badge
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.
verified badge
Bonjour à tous,

Passionnée par l’enseignement et forte de 29 ans d’expérience dans l’enseignement de l’allemand, j’ai eu le privilège d’accompagner de nombreux élèves vers la réussite scolaire.

Mes services :
Cours particuliers en allemand: Apprenez ou perfectionnez vous grâce à une méthode adaptée à votre niveau et à vos objectifs.

Pourquoi me choisir ?
Approche personnalisée : Chaque élève est unique, et je m’efforce de répondre à vos besoins spécifiques avec une approche bienveillante et concrète.
Bilinguisme : Mes services sont disponibles en allemand et en français.

Ce que je vous propose :
🎓 Un accompagnement bienveillant pour révéler le potentiel de chaque élève.
🎓 Des solutions concrètes et adaptées pour surmonter les défis.
🎓 Une expertise en méthodologie pour apprendre efficacement et sereinement.

N'hésitez pas à me contacter si vous avez des questions :).
A bientôt, Valérie
verified badge
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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Having over five years of experience tutoring German, I have a strong track record in supporting students who struggle with the subject. Whether you're in primary, middle, or high school, I can help you succeed in your exams and throughout the school year!

Vocabulary, Verbs, Grammar, I am at your disposal to consolidate your foundations and achieve your goals.
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🎓My name is Marc, I have a Master 2 degree in Applied Mathematics and Statistics and a Master 2 degree in Mathematics.
I teach mathematics and computer science to the following levels:
• Middle school (all grades)
• High school: common core curriculum, mathematics specialization, advanced mathematics
• Higher education: BTS, BUT, Bachelor's degree, private schools (probability, statistics, analysis, algebra, etc.)

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

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

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

⏰ Availability
• In the evenings on weekdays, and it's possible during the day on certain days of the week.
• Weekends
• School holidays (possibility of revision courses in small groups).
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German is often perceived as a complex language, but it is above all a logical and powerful tool for boosting your career or traveling with confidence in Europe. Whether you are a complete beginner or want to refresh your knowledge, I have designed this course as a practical immersion to break down the language barrier.

You will learn to construct correct sentences from the very first lessons, master pronunciation, and understand key grammatical structures without getting bogged down in theory. Together, we will work on real-life scenarios (daily life, professional settings) so that you can express yourself with confidence and fluency.
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Are you stuck on math? That's normal — and it's fixable.

As an experienced teacher, I teach all levels in Paris and via video conference.

My method:
- Go back to basics without judgment, build intuition, and make math logical rather than mysterious.

- Each student leaves with their own record of the lesson.

Whether you're aiming for the brevet, the baccalaureate or competitive exams, we'll move forward together at your pace until you achieve the results you deserve.
Garantie Le-Bon-Prof
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