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Professeur fiable
Ce professeur a un délai et un taux de réponse très élevé, démontrant un service de qualité et sa fidélité envers ses élèves.
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Depuis septembre 2019
Professeur depuis septembre 2019
Learn with me "How to crack/Pass interviews", from person with 99.99% strike rate.
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Àpd 180 € /h
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In this class we will learn how to crack an interview. You neccessarily need not have all the information and knowledge related to the job for which you are going to be interviewed, but you can still pass it by learning the art of appearing in interviews and what and how to talk in that.
Informations supplémentaires
Connect with me.
Lieu
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En ligne depuis Allemagne
Présentation
Hi,

I have been teaching many college students, and industry professionals for long time now. Infact I have trained professionals who have already been in this domain and also the ones who wished to switch their work domain. All of them are successfully progressing in their careers and love to be in touch with me so as to gain more knowledge in their current projects, many of them take my help in cracking interviews and also in job support whenever they are stuck with something. By tuting you I feel that I am responsible for your career growth thereafter, and thus I teach you to make you comfortable with technology and also tell how to progress in that path.
Education
Bachelors of Technology (Electronics and Communications) from (Rajasthan University, India),
Masters of Business Administration (Information Technology) from (The Institute of Chartered Financial Analysts of India)
Expérience / Qualifications
8+ years of experience in web development
5+ years of experience in teaching and training students and professionals
Have worked with startups, small companies, large enterprises and multinationals as well.
Have worked in different countries with different companies in multiple domains.
Some of the products that I developed are used by industry giants like Netflix, Sony in their day to day business operations.
Age
Adolescents (13-17 ans)
Adultes (18-64 ans)
Seniors (65+ ans)
Niveau du Cours
Débutant
Intermédiaire
Avancé
Durée
30 minutes
60 minutes
120 minutes
Enseigné en
anglais
hindi
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
I specialize in professional and aademic training in web programming especially in Javascript and PHP, HTML and CSS used for web designing and development.
Besides this I have expertise with React.js which is used essentially by all modern web apps and thus is required for all high paying web programming jobs with numerous opportunities across the globe.

I have separate curriculum and course designed for different levels, so even if you haven't touched programming ever in life, we are good to start with you as well. Feel free to contact me and I will take you through everything that is required to design a simple website or whatever it takes to develop complex enterprise applications.

All my courses end with a practical project that gives you confidence and make you industry ready.
Lire la suite
In this course one can learn how to create a website.
There are no prerequisites of website knowledge, or computer programming. Anyone from any background can pursue this course. This will also help you pursue career and end up in high paying jobs
Lire la suite
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Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning.

This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied.

As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others.

I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly.

Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.
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Adapted to each case and need, the objective is support in accessing a job, from the search for departure to the signing of the contract:
- After the search and selection of relevant advertisements, establish and illustrate your transversal skills profile then create an attractive CV and write a striking cover letter highlighting your professional background
- stand out in the preparation of their interviews, from oral presentation to expression through appropriate body language. Interview simulation & video analysis filmed if necessary.
- Identify your values, promote your professional project / your assets and strengths but also work on areas for improvement in order to find new momentum in your career.

Note that during the videoconference session, all the notes are transcribed in the chat so that you can access them at any time when you wish.

Statistically, the progression following these private sessions is quickly noticeable, from 2 sessions. (study 2020)

PLACES :
- Locations: Geneva - Lausanne - Friborg - Neuchâtel - Montreux - Basel - Sion - Sierre - Morges - Bienne.

But currently and until further notice, only by videoconference in accordance with national recommendations on Covid. These sessions also seem perfectly unanimous since they have the advantages of direct (example: quality of the interaction), without its disadvantages (example: loss of travel time) with additional advantages (example: chat notes that can be read later).
In this context, these videoconference sessions for which you have requested me, seem to suit everyone perfectly, take place in a very optimal way and generate a certain enthusiasm (and a certain enthusiasm). That is why, at your request, I continue to offer this option. Take good care of yourself and yours.

Trained in Grande Ecole post-preparatory classes & Ivy League university in the United States, specialized and has been working for more than 13 years, in Europe and North America, in the field of communication and public speaking, in renowned international public and private institutions, intervening in forums and conferences, and oriented towards pedagogy and careful methodology.

PROGRAM
A la carte program: assessed and adapted to each need
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Python is the most in-demand programming language in the world right now — and one of the easiest to learn with the right guidance.
Whether you've never written a line of code or you're a student who needs to pass a programming course, this is a practical, no-fluff introduction that gets you writing real code from session one.
What we can cover depending on your goals:

Python fundamentals: variables, loops, functions, data structures
- Object-oriented programming (OOP)
- Data manipulation with pandas and NumPy
- Introduction to machine learning with scikit-learn
- Database management with SQL
- C and Java upon request
- MATLAB and R available for engineering/science students

Why learn with me?
I'm not a student teaching on the side — I'm a professional engineer who uses Python daily for data analysis, modeling, and automation. I know exactly which concepts matter in the real world and which ones you can skip for now.
Sessions are 100% personalized: I adapt the pace, the examples, and the exercises to your background and your goal — whether that's passing your university exam, building a project, or landing a job.
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While adults are still debating whether kids should use AI, they are already using it.
The question isn't "should they?" it's "how do we do it intelligently?"

In this course, your child will discover:
✓ What AI actually is: not magic, not mystery. How machines think, what they can do, what they can't
✓ How ChatGPT really works: not just "ask a question and get an answer," but why it responds that way, where it fails, when to trust it
✓ What LLMs are (Large Language Models): in language they understand, not tech jargon
✓ Create with AI: custom avatars, interactive stories, real projects using real tools
✓ Think critically about AI: Bias, privacy, creativity. What does AI do better than humans? What can't it do?
✓ Real-world applications: How AI transforms medicine, education, art, gaming, everyday life

Why this is different:
Most AI courses for kids teach "here's the tool, use it." I teach how to think about AI.
Your child will learn to see AI not as black magic or a solution to everything, but as a powerful tool with real limits.
And, more importantly: that they can control how they use it.

What they take home:
Real projects they created (custom avatar, interactive app, analysis of a real AI case study). A genuine understanding of how it works. And the ability to use AI responsibly and creatively.

Format: Online | 60–90 min sessions | Flexible, adapted to their age and pace

For curious kids asking "How does ChatGPT actually know things?"
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I am a qualified and experienced native Spanish teacher. I teach for several years to english students and I have been teaching spanish in Germany for 1 year.

I have studied Philologie in the University in Spain

I trained as a Spanish Teacher for Foreigners in Germany.

I can speak English and German fluently, so there will be no difficulty in the teacher-student relationship.

You can get good results with me, both if you want to learn or to improve your Spanish, whatever your goal:

• To obtain a DELE diploma from any level.
• To improve your Erasmus experience.
• To improve your experience as a tourist.
• If you want to practice your Spanish regularly to maintain your current level

I teach for all levels, grammar or conversation with personalized methodology to the age, mother language and previous studies of the student.

I take as a point of reference the level and the goal that the student wants to achieve in order to apply one or another method.

In case of group lessons, the price can be different.

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Master Python with Personalized Courses

Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels.

Why Choose My Courses?

Personalized Teaching Approach: Each course is tailored to your skill level and individual goals.

Practical Experience: Learn by doing with real-world projects that build your understanding and skills.

Ongoing Support: Get unlimited email support for any questions you have between sessions.

As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey.

Book Your First Lesson:

Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.
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Discover programming lessons suitable for children! With a fun and educational approach, my lessons allow young minds to dive into the fascinating world of programming. Provide your children with an enriching learning opportunity in a fun and stimulating environment.
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Welcome to my Programming Projects Support class!

Are you facing hurdles with your programming projects? Let's tackle them together!

As a Geophysics PhD student, I rely heavily on programming tools like Matlab, Python, and R for data analysis, mathematical modeling, plot results and much more.

After a lot of requests from students I created this course which is specifically meant to give you support completing your final programming projects.

Here's what you can expect:

- We'll review your project's background and requirements.
- Analyze your coding progress and identify areas for improvement.
- Collaborate to overcome obstacles, debug your code and advance your project.
- Tailored sessions based on your project's complexity and your skill level.

Whether you require a single session or a series of in-depth consultations, my goal remains the same: to help you break through programming barriers and achieve your goals.

Ready to level up your programming skills? Let's get started!

Please note:
This is a support course only ! While I'm here to guide you, the project's success lies in your hands and I will not finish your project for you.
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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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Do you want to create your own website, understand how the code works, or master WordPress to become self-sufficient? I offer personalized online courses to help you learn step by step, with clarity and pedagogy.

👩‍🏫 What I propose:

* Introduction and improvement in HTML & CSS
* Using the Terminal (basic commands, Git, working environment)
* Creation of sites with WordPress (installation, themes, extensions, pages, basic SEO)
* Support for your personal or professional projects
* Advice on best practices and organization of your code

🎯 For whom?

* Complete beginners
* Freelancers, coaches, content creators
* Students or people in digital retraining
* Anyone curious to learn how to create a website

💡 Method: Interactive video lessons (Zoom/Meet), screen sharing, practical exercises, and flashcards. You progress at your own pace, with real support and simple explanations.

⏰ Flexible hours – 1 hour, 1.5 hour or 2 hour sessions
💶 Available packages
🌍 100% Online Courses – Wherever You Are!



See you soon.
Sandrine.
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Data science, statistics & mathematics – clearly explained, personally supported.
My name is Kian, an experienced tutor from Bern. I support students, career starters, and professionals on their journey into the data-driven world—whether in their studies, projects, or everyday work.

With my structured, understandable, and motivating approach, I'll help you not only solve problems but also understand data, recognize connections, and make informed decisions. My lessons are personalized, efficient, and at eye level.

Who I am – and why I teach:
I teach in Bern and successfully completed the MAS program in Statistical Data Science at the University of Bern, focusing on statistics, mathematics, and data science. For several years, I have been passionately teaching, both in academic contexts and for professionals who want to think and work more data-driven.

In parallel to my teaching, I have implemented numerous data science projects – from exploratory analysis and data modeling to decision support in a business context. This combination of theory and practice makes my teaching particularly close to reality while remaining accessible.

I love making complex topics tangible, creating aha moments, and empowering people to handle data confidently. For me, tutoring isn't just about imparting knowledge—it's about developing their minds on equal terms.

-What you can expect from me:
One-to-one lessons with a focus on data comprehension, statistics & analytical thinking
Support with projects, assignments, exams or getting started in the data world
Practical explanations – step by step and adapted to your everyday life
Teaching modern methods for data analysis, modeling & interpretation
Long-term strategies for problem-solving & structured thinking
Flexible lessons in Bern or online – personal, competent & reliable

Why I can help you understand data science:
Because I work at the interface between science and practice. I know how quickly you can get lost in formulas and tools—and I'll help you see the common thread:
How data tells stories, how you analyze it, and how you make smart decisions.

With me, you won't just learn methods—you'll learn how to think with data. Whether in your studies or in your career, I'll guide you in truly understanding data and applying it confidently.
Learn data analysis.
Analyze and model complex data sets – understandable, practical and with structure.
If you're ready to get to grips with data, I'm ready to guide you.
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This class focuses on developing essential communication skills for professional success, with a specific emphasis on excelling in interview settings. Participants will learn to articulate ideas clearly, listen actively, and build rapport, fostering confident and impactful interactions.
Key Learning Outcomes:
Mastering Verbal Communication: Develop clarity, conciseness, and persuasive speaking techniques for various professional contexts.
Active Listening & Empathy: Enhance the ability to understand and respond effectively to others, building stronger connections and fostering productive dialogue.
Nonverbal Communication: Recognize and utilize body language, facial expressions, and tone to convey confidence and professionalism.
Crafting Compelling Narratives: Learn to structure responses and tell engaging stories that highlight skills and experiences, particularly in interview scenarios.
Interview Preparation & Techniques: Practice common interview questions, develop effective strategies for answering behavioral questions, and learn how to ask insightful questions.
Feedback & Self-Reflection: Gain skills in giving and receiving constructive feedback, and develop a continuous improvement mindset for communication.
Who Should Attend:
This class is ideal for individuals seeking to enhance their communication abilities for career advancement, job seekers preparing for interviews, and anyone looking to improve their interpersonal effectiveness in professional environments.
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Objective: to access the job that suits you, from searching for job postings to signing the contract.

➤ Highlight your profile: identification of transferable skills, creation of a well-presented and attractive CV (in form as well as content) and a compelling cover letter.

➤ Shine in interviews and stand out (in both content and form): live filmed simulations analyzed to progress quickly (oral expression, body language, quick wit...).

➤ (Re)find momentum: identify your values, strengths and areas for improvement to build a clear and motivating professional project and draw new momentum from your career.

➤ Follow-up via videoconference: notes and recommendations accessible at all times via chat.

➤ After a few sessions, you will feel confident and comfortable with your job search (sending strong applications, interviews, etc.), which will seem natural and familiar. Concrete results: noticeable progress after just 2 sessions (2026 study).

➤ THE TRAINER/CONSULTANT
A graduate of a prestigious French business school and an Ivy League university in the United States, and a former Human Resources Director, he combines academic rigor with modern teaching methods. With over 18 years of experience in Europe and North America, he has taught at prestigious international institutions (both public and private), and regularly speaks in Switzerland, France, Belgium, Luxembourg, and Canada, as well as at various forums and conferences.

A recognized specialist, he offers personalized and accessible support based on active listening, a proven methodology, and tailored teaching methods. Whether through one-on-one sessions, workshops, or group training, his approach combines customization, efficiency, and professionalism for rapid, visible results.

➤ LOCATIONS, TIMES

✓ Areas of intervention:
-Switzerland (Geneva, Lausanne, Fribourg, Zurich, Neuchâtel, Lugano, Basel, Bern, Lucerne)
-Belgium (Brussels, Antwerp, Charleroi, Liège)
-Luxembourg
-On request: France (Paris, Lyon) and Canada (Montreal)

✓ Currently: sessions are primarily conducted via videoconference – a format favored by almost all participants, as it combines the same high-quality interaction with great organizational flexibility. All content, notes, and recommendations are provided directly through the dedicated chat. Advantages: time savings (no travel), flexible scheduling, comfort, and eco-responsibility.

✓ Languages: French / English.

➤ 90% of the people supported achieved their professional goals (2025 study).

✓ Special offers: gift vouchers available all year round – an original and useful way to please your loved ones.

✓ Schedules to be defined together, adjusting as best as possible to your constraints.

✓ 100% tailor-made program, adapted to each need.

✓ Why choose this training?
-Because you benefit from international expertise at the service of your objectives.
-Because each session is personalized and you will leave with concrete tools.
-Because the approach is not theoretical: it is lively, interactive and results-oriented.
-Because you benefit from a motivating, supportive and stimulating environment, which promotes confidence and rapid progress.
-Because in just a few sessions, you will already notice a tangible difference.
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*الهدف: فهم الذكاء الاصطناعي بلا خوف، استخدامه لتبسيط الحياة، وكشف الفخاخ الرقمية**

### **1: إزالة الغموض عن الذكاء الاصطناعي (ما هو بالضبط؟)**

* **الذكاء الاصطناعي ليس "روبوت الأفلام":** الفرق الجوهري بين الخيال العلمي والواقع العملي.
* **كيف يعمل (ببساطة):** تخيل "مكتبة عملاقة"؛ لقد قرأ الذكاء الاصطناعي مليارات الكتب ويستخدمها لتوقع تكملة جملة ما أو ابتكار صورة جديدة.
* **أين نستخدمه حالياً؟** المصحح اللغوي، مقترحات نتفليكس ويوتيوب، نظام الملاحة (GPS)، والمساعدات الصوتية مثل (سيري وأليكسا).

---

### **2: استخدام الذكاء الاصطناعي لتسهيل حياتك**

* **التحاور مع الذكاء الاصطناعي (ChatGPT, Claude, Gemini):**
* كتابة رسائل البريد الإلكتروني الرسمية أو الخطابات المعقدة.
* تلخيص المقالات الطويلة أو الوثائق الضخمة.
* تخطيط مسارات السفر أو ابتكار وصفات طعام من المكونات المتوفرة في الثلاجة.


* **الإبداع والذاكرة:**
* إنشاء صور مبتكرة لبطاقات المعايدة (عبر Midjourney أو DALL-E).
* ترميم وتلوين صور العائلة القديمة.

3: فن التحدث مع الآلة (مهارة الـ Prompt)**

* **أسلوب السياق:** لماذا عبارة "أعطني وصفة كعكة" أقل فعالية من "أنا أعاني من حساسية الجلوتين وسأستقبل 4 أشخاص، أعطني وصفة كعكة شوكولاتة بسيطة".
* **تقمص الأدوار:** تعلم أن تطلب من الذكاء الاصطناعي "تحدث كخبير سياحي" أو "أجبني كمهندس زراعي مختص".

4: الاحتياطات والتفكير النقدي (دليل النجاة)**

الهلوسة الرقمية":** فهم أن الذكاء الاصطناعي قد يقدم معلومات خاطئة بثقة تامة (لا تعتمد عليه أبداً في استشارة طبية أو قانونية دون تحقق).
حماية الخصوصية
عدم مشاركة بيانات حساسة (أرقام الهوية، كلمات المرور، تفاصيل البنك).
إدراك أن كل ما تكتبه قد يُستخدم في تدريب الأنظمة مستقبلاً.

كشف التزييف العميق (Deepfakes):**
كيفية تمييز الصور أو الفيديوهات المفبركة (التدقيق في تفاصيل اليدين، الانعكاسات الغريبة، أو الصوت المعدني).
* القاعدة الذهبية: التحقق عبر مقاطعة المصادر المختلفة.

5: الأخلاقيات والأثر (رؤية مستقبلية)**

حقوق الملكية:** لمن تعود ملكية الصورة التي أنشأها الذكاء الاصطناعي؟
الأثر البيئي:** استهلاك المياه والطاقة في مراكز البيانات الضخمة.
المستقبل:** هل سيحل الذكاء الاصطناعي محلنا أم سيكون مساعداً لنا؟

نصيحة إضافية:** بما أنك تستهدف منطقة الخليج، يفضل استخدام مصطلحات مثل "التحول الرقمي" (Digital Transformation) و"الابتكار" (Innovation) في مقدمة عرضك، فهي كلمات رنانة جداً لدى صناع القرار هناك.
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Ce cours d’informatique est destiné aux élèves et étudiants souhaitant acquérir des bases solides en programmation orientée objet (POO). Il convient aux débutants ainsi qu’aux personnes ayant déjà des notions de programmation et souhaitant mieux structurer leur code.

Nous aborderons notamment :
• concepts fondamentaux de la POO (classes, objets, attributs, méthodes)
• encapsulation, héritage et polymorphisme
• structures de contrôle et logique de programmation
• bonnes pratiques de codage et résolution de problèmes
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Contacter Aditya
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Le premier cours est couvert par notre Garantie Le-Bon-Prof
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Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning.

This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied.

As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others.

I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly.

Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.
verified badge
Adapted to each case and need, the objective is support in accessing a job, from the search for departure to the signing of the contract:
- After the search and selection of relevant advertisements, establish and illustrate your transversal skills profile then create an attractive CV and write a striking cover letter highlighting your professional background
- stand out in the preparation of their interviews, from oral presentation to expression through appropriate body language. Interview simulation & video analysis filmed if necessary.
- Identify your values, promote your professional project / your assets and strengths but also work on areas for improvement in order to find new momentum in your career.

Note that during the videoconference session, all the notes are transcribed in the chat so that you can access them at any time when you wish.

Statistically, the progression following these private sessions is quickly noticeable, from 2 sessions. (study 2020)

PLACES :
- Locations: Geneva - Lausanne - Friborg - Neuchâtel - Montreux - Basel - Sion - Sierre - Morges - Bienne.

But currently and until further notice, only by videoconference in accordance with national recommendations on Covid. These sessions also seem perfectly unanimous since they have the advantages of direct (example: quality of the interaction), without its disadvantages (example: loss of travel time) with additional advantages (example: chat notes that can be read later).
In this context, these videoconference sessions for which you have requested me, seem to suit everyone perfectly, take place in a very optimal way and generate a certain enthusiasm (and a certain enthusiasm). That is why, at your request, I continue to offer this option. Take good care of yourself and yours.

Trained in Grande Ecole post-preparatory classes & Ivy League university in the United States, specialized and has been working for more than 13 years, in Europe and North America, in the field of communication and public speaking, in renowned international public and private institutions, intervening in forums and conferences, and oriented towards pedagogy and careful methodology.

PROGRAM
A la carte program: assessed and adapted to each need
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Python is the most in-demand programming language in the world right now — and one of the easiest to learn with the right guidance.
Whether you've never written a line of code or you're a student who needs to pass a programming course, this is a practical, no-fluff introduction that gets you writing real code from session one.
What we can cover depending on your goals:

Python fundamentals: variables, loops, functions, data structures
- Object-oriented programming (OOP)
- Data manipulation with pandas and NumPy
- Introduction to machine learning with scikit-learn
- Database management with SQL
- C and Java upon request
- MATLAB and R available for engineering/science students

Why learn with me?
I'm not a student teaching on the side — I'm a professional engineer who uses Python daily for data analysis, modeling, and automation. I know exactly which concepts matter in the real world and which ones you can skip for now.
Sessions are 100% personalized: I adapt the pace, the examples, and the exercises to your background and your goal — whether that's passing your university exam, building a project, or landing a job.
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While adults are still debating whether kids should use AI, they are already using it.
The question isn't "should they?" it's "how do we do it intelligently?"

In this course, your child will discover:
✓ What AI actually is: not magic, not mystery. How machines think, what they can do, what they can't
✓ How ChatGPT really works: not just "ask a question and get an answer," but why it responds that way, where it fails, when to trust it
✓ What LLMs are (Large Language Models): in language they understand, not tech jargon
✓ Create with AI: custom avatars, interactive stories, real projects using real tools
✓ Think critically about AI: Bias, privacy, creativity. What does AI do better than humans? What can't it do?
✓ Real-world applications: How AI transforms medicine, education, art, gaming, everyday life

Why this is different:
Most AI courses for kids teach "here's the tool, use it." I teach how to think about AI.
Your child will learn to see AI not as black magic or a solution to everything, but as a powerful tool with real limits.
And, more importantly: that they can control how they use it.

What they take home:
Real projects they created (custom avatar, interactive app, analysis of a real AI case study). A genuine understanding of how it works. And the ability to use AI responsibly and creatively.

Format: Online | 60–90 min sessions | Flexible, adapted to their age and pace

For curious kids asking "How does ChatGPT actually know things?"
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I am a qualified and experienced native Spanish teacher. I teach for several years to english students and I have been teaching spanish in Germany for 1 year.

I have studied Philologie in the University in Spain

I trained as a Spanish Teacher for Foreigners in Germany.

I can speak English and German fluently, so there will be no difficulty in the teacher-student relationship.

You can get good results with me, both if you want to learn or to improve your Spanish, whatever your goal:

• To obtain a DELE diploma from any level.
• To improve your Erasmus experience.
• To improve your experience as a tourist.
• If you want to practice your Spanish regularly to maintain your current level

I teach for all levels, grammar or conversation with personalized methodology to the age, mother language and previous studies of the student.

I take as a point of reference the level and the goal that the student wants to achieve in order to apply one or another method.

In case of group lessons, the price can be different.

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Master Python with Personalized Courses

Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels.

Why Choose My Courses?

Personalized Teaching Approach: Each course is tailored to your skill level and individual goals.

Practical Experience: Learn by doing with real-world projects that build your understanding and skills.

Ongoing Support: Get unlimited email support for any questions you have between sessions.

As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey.

Book Your First Lesson:

Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.
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Discover programming lessons suitable for children! With a fun and educational approach, my lessons allow young minds to dive into the fascinating world of programming. Provide your children with an enriching learning opportunity in a fun and stimulating environment.
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Welcome to my Programming Projects Support class!

Are you facing hurdles with your programming projects? Let's tackle them together!

As a Geophysics PhD student, I rely heavily on programming tools like Matlab, Python, and R for data analysis, mathematical modeling, plot results and much more.

After a lot of requests from students I created this course which is specifically meant to give you support completing your final programming projects.

Here's what you can expect:

- We'll review your project's background and requirements.
- Analyze your coding progress and identify areas for improvement.
- Collaborate to overcome obstacles, debug your code and advance your project.
- Tailored sessions based on your project's complexity and your skill level.

Whether you require a single session or a series of in-depth consultations, my goal remains the same: to help you break through programming barriers and achieve your goals.

Ready to level up your programming skills? Let's get started!

Please note:
This is a support course only ! While I'm here to guide you, the project's success lies in your hands and I will not finish your project for you.
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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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Do you want to create your own website, understand how the code works, or master WordPress to become self-sufficient? I offer personalized online courses to help you learn step by step, with clarity and pedagogy.

👩‍🏫 What I propose:

* Introduction and improvement in HTML & CSS
* Using the Terminal (basic commands, Git, working environment)
* Creation of sites with WordPress (installation, themes, extensions, pages, basic SEO)
* Support for your personal or professional projects
* Advice on best practices and organization of your code

🎯 For whom?

* Complete beginners
* Freelancers, coaches, content creators
* Students or people in digital retraining
* Anyone curious to learn how to create a website

💡 Method: Interactive video lessons (Zoom/Meet), screen sharing, practical exercises, and flashcards. You progress at your own pace, with real support and simple explanations.

⏰ Flexible hours – 1 hour, 1.5 hour or 2 hour sessions
💶 Available packages
🌍 100% Online Courses – Wherever You Are!



See you soon.
Sandrine.
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Data science, statistics & mathematics – clearly explained, personally supported.
My name is Kian, an experienced tutor from Bern. I support students, career starters, and professionals on their journey into the data-driven world—whether in their studies, projects, or everyday work.

With my structured, understandable, and motivating approach, I'll help you not only solve problems but also understand data, recognize connections, and make informed decisions. My lessons are personalized, efficient, and at eye level.

Who I am – and why I teach:
I teach in Bern and successfully completed the MAS program in Statistical Data Science at the University of Bern, focusing on statistics, mathematics, and data science. For several years, I have been passionately teaching, both in academic contexts and for professionals who want to think and work more data-driven.

In parallel to my teaching, I have implemented numerous data science projects – from exploratory analysis and data modeling to decision support in a business context. This combination of theory and practice makes my teaching particularly close to reality while remaining accessible.

I love making complex topics tangible, creating aha moments, and empowering people to handle data confidently. For me, tutoring isn't just about imparting knowledge—it's about developing their minds on equal terms.

-What you can expect from me:
One-to-one lessons with a focus on data comprehension, statistics & analytical thinking
Support with projects, assignments, exams or getting started in the data world
Practical explanations – step by step and adapted to your everyday life
Teaching modern methods for data analysis, modeling & interpretation
Long-term strategies for problem-solving & structured thinking
Flexible lessons in Bern or online – personal, competent & reliable

Why I can help you understand data science:
Because I work at the interface between science and practice. I know how quickly you can get lost in formulas and tools—and I'll help you see the common thread:
How data tells stories, how you analyze it, and how you make smart decisions.

With me, you won't just learn methods—you'll learn how to think with data. Whether in your studies or in your career, I'll guide you in truly understanding data and applying it confidently.
Learn data analysis.
Analyze and model complex data sets – understandable, practical and with structure.
If you're ready to get to grips with data, I'm ready to guide you.
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This class focuses on developing essential communication skills for professional success, with a specific emphasis on excelling in interview settings. Participants will learn to articulate ideas clearly, listen actively, and build rapport, fostering confident and impactful interactions.
Key Learning Outcomes:
Mastering Verbal Communication: Develop clarity, conciseness, and persuasive speaking techniques for various professional contexts.
Active Listening & Empathy: Enhance the ability to understand and respond effectively to others, building stronger connections and fostering productive dialogue.
Nonverbal Communication: Recognize and utilize body language, facial expressions, and tone to convey confidence and professionalism.
Crafting Compelling Narratives: Learn to structure responses and tell engaging stories that highlight skills and experiences, particularly in interview scenarios.
Interview Preparation & Techniques: Practice common interview questions, develop effective strategies for answering behavioral questions, and learn how to ask insightful questions.
Feedback & Self-Reflection: Gain skills in giving and receiving constructive feedback, and develop a continuous improvement mindset for communication.
Who Should Attend:
This class is ideal for individuals seeking to enhance their communication abilities for career advancement, job seekers preparing for interviews, and anyone looking to improve their interpersonal effectiveness in professional environments.
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Objective: to access the job that suits you, from searching for job postings to signing the contract.

➤ Highlight your profile: identification of transferable skills, creation of a well-presented and attractive CV (in form as well as content) and a compelling cover letter.

➤ Shine in interviews and stand out (in both content and form): live filmed simulations analyzed to progress quickly (oral expression, body language, quick wit...).

➤ (Re)find momentum: identify your values, strengths and areas for improvement to build a clear and motivating professional project and draw new momentum from your career.

➤ Follow-up via videoconference: notes and recommendations accessible at all times via chat.

➤ After a few sessions, you will feel confident and comfortable with your job search (sending strong applications, interviews, etc.), which will seem natural and familiar. Concrete results: noticeable progress after just 2 sessions (2026 study).

➤ THE TRAINER/CONSULTANT
A graduate of a prestigious French business school and an Ivy League university in the United States, and a former Human Resources Director, he combines academic rigor with modern teaching methods. With over 18 years of experience in Europe and North America, he has taught at prestigious international institutions (both public and private), and regularly speaks in Switzerland, France, Belgium, Luxembourg, and Canada, as well as at various forums and conferences.

A recognized specialist, he offers personalized and accessible support based on active listening, a proven methodology, and tailored teaching methods. Whether through one-on-one sessions, workshops, or group training, his approach combines customization, efficiency, and professionalism for rapid, visible results.

➤ LOCATIONS, TIMES

✓ Areas of intervention:
-Switzerland (Geneva, Lausanne, Fribourg, Zurich, Neuchâtel, Lugano, Basel, Bern, Lucerne)
-Belgium (Brussels, Antwerp, Charleroi, Liège)
-Luxembourg
-On request: France (Paris, Lyon) and Canada (Montreal)

✓ Currently: sessions are primarily conducted via videoconference – a format favored by almost all participants, as it combines the same high-quality interaction with great organizational flexibility. All content, notes, and recommendations are provided directly through the dedicated chat. Advantages: time savings (no travel), flexible scheduling, comfort, and eco-responsibility.

✓ Languages: French / English.

➤ 90% of the people supported achieved their professional goals (2025 study).

✓ Special offers: gift vouchers available all year round – an original and useful way to please your loved ones.

✓ Schedules to be defined together, adjusting as best as possible to your constraints.

✓ 100% tailor-made program, adapted to each need.

✓ Why choose this training?
-Because you benefit from international expertise at the service of your objectives.
-Because each session is personalized and you will leave with concrete tools.
-Because the approach is not theoretical: it is lively, interactive and results-oriented.
-Because you benefit from a motivating, supportive and stimulating environment, which promotes confidence and rapid progress.
-Because in just a few sessions, you will already notice a tangible difference.
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*الهدف: فهم الذكاء الاصطناعي بلا خوف، استخدامه لتبسيط الحياة، وكشف الفخاخ الرقمية**

### **1: إزالة الغموض عن الذكاء الاصطناعي (ما هو بالضبط؟)**

* **الذكاء الاصطناعي ليس "روبوت الأفلام":** الفرق الجوهري بين الخيال العلمي والواقع العملي.
* **كيف يعمل (ببساطة):** تخيل "مكتبة عملاقة"؛ لقد قرأ الذكاء الاصطناعي مليارات الكتب ويستخدمها لتوقع تكملة جملة ما أو ابتكار صورة جديدة.
* **أين نستخدمه حالياً؟** المصحح اللغوي، مقترحات نتفليكس ويوتيوب، نظام الملاحة (GPS)، والمساعدات الصوتية مثل (سيري وأليكسا).

---

### **2: استخدام الذكاء الاصطناعي لتسهيل حياتك**

* **التحاور مع الذكاء الاصطناعي (ChatGPT, Claude, Gemini):**
* كتابة رسائل البريد الإلكتروني الرسمية أو الخطابات المعقدة.
* تلخيص المقالات الطويلة أو الوثائق الضخمة.
* تخطيط مسارات السفر أو ابتكار وصفات طعام من المكونات المتوفرة في الثلاجة.


* **الإبداع والذاكرة:**
* إنشاء صور مبتكرة لبطاقات المعايدة (عبر Midjourney أو DALL-E).
* ترميم وتلوين صور العائلة القديمة.

3: فن التحدث مع الآلة (مهارة الـ Prompt)**

* **أسلوب السياق:** لماذا عبارة "أعطني وصفة كعكة" أقل فعالية من "أنا أعاني من حساسية الجلوتين وسأستقبل 4 أشخاص، أعطني وصفة كعكة شوكولاتة بسيطة".
* **تقمص الأدوار:** تعلم أن تطلب من الذكاء الاصطناعي "تحدث كخبير سياحي" أو "أجبني كمهندس زراعي مختص".

4: الاحتياطات والتفكير النقدي (دليل النجاة)**

الهلوسة الرقمية":** فهم أن الذكاء الاصطناعي قد يقدم معلومات خاطئة بثقة تامة (لا تعتمد عليه أبداً في استشارة طبية أو قانونية دون تحقق).
حماية الخصوصية
عدم مشاركة بيانات حساسة (أرقام الهوية، كلمات المرور، تفاصيل البنك).
إدراك أن كل ما تكتبه قد يُستخدم في تدريب الأنظمة مستقبلاً.

كشف التزييف العميق (Deepfakes):**
كيفية تمييز الصور أو الفيديوهات المفبركة (التدقيق في تفاصيل اليدين، الانعكاسات الغريبة، أو الصوت المعدني).
* القاعدة الذهبية: التحقق عبر مقاطعة المصادر المختلفة.

5: الأخلاقيات والأثر (رؤية مستقبلية)**

حقوق الملكية:** لمن تعود ملكية الصورة التي أنشأها الذكاء الاصطناعي؟
الأثر البيئي:** استهلاك المياه والطاقة في مراكز البيانات الضخمة.
المستقبل:** هل سيحل الذكاء الاصطناعي محلنا أم سيكون مساعداً لنا؟

نصيحة إضافية:** بما أنك تستهدف منطقة الخليج، يفضل استخدام مصطلحات مثل "التحول الرقمي" (Digital Transformation) و"الابتكار" (Innovation) في مقدمة عرضك، فهي كلمات رنانة جداً لدى صناع القرار هناك.
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Ce cours d’informatique est destiné aux élèves et étudiants souhaitant acquérir des bases solides en programmation orientée objet (POO). Il convient aux débutants ainsi qu’aux personnes ayant déjà des notions de programmation et souhaitant mieux structurer leur code.

Nous aborderons notamment :
• concepts fondamentaux de la POO (classes, objets, attributs, méthodes)
• encapsulation, héritage et polymorphisme
• structures de contrôle et logique de programmation
• bonnes pratiques de codage et résolution de problèmes
Garantie Le-Bon-Prof
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