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Depuis octobre 2024
Professeur depuis octobre 2024
Competitive Coding, Coding Competetions & Problem-Solving Tutoring
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Àpd 20.23 € /h
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Ace Competitive Programming: I specialize in helping students master the art of competitive coding. Whether you're preparing for coding competitions like Codeforces, LeetCode, Hackerrank, or university-level contests, I guide you through the problem-solving techniques and strategies used by top coders.

Structured Problem Solving: My tutoring sessions focus on breaking down complex problems into manageable steps. You’ll learn how to approach coding challenges with a clear and logical mindset, enabling you to solve problems efficiently under time constraints.

Algorithm Optimization: Understand and implement key algorithms such as greedy algorithms, dynamic programming, backtracking, and divide-and-conquer. We’ll focus on optimizing your solutions for speed and efficiency, ensuring your code runs within time limits during competitions.

Data Structure Expertise: Gain a deep understanding of how to effectively use arrays, linked lists, stacks, queues, trees, graphs, and other advanced data structures to solve challenging problems. You’ll learn when and how to choose the right data structure to improve performance.

Hands-On Practice: Every session includes real-time problem-solving, where we’ll tackle actual coding problems from popular competitive platforms. I provide immediate feedback on your code and guide you through debugging and refining your solutions.

Improve Speed & Accuracy: Competitive coding is all about solving problems quickly and accurately. I help students develop strategies to think on their feet and avoid common coding pitfalls, while also sharpening their typing and coding speed.

Prepare for Coding Interviews: In addition to competitions, the skills you’ll learn are invaluable for technical interviews at top companies. I provide specific coaching for coding interview prep, ensuring you’re ready to tackle both standard and advanced problems with confidence.

Stay Motivated & Confident: Competitive coding can be tough, but I keep students motivated with challenging yet achievable goals. You’ll develop resilience and confidence in your coding skills, ready to take on any challenge.
Informations supplémentaires
Must have experience in at least one programming language
Lieu
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En ligne depuis Royaume-Uni
Présentation
Engaging & Passionate Tutor: I believe that learning should be both exciting and meaningful. I thrive on the energy of students who are eager to understand complex concepts, and I am committed to making every lesson engaging and productive.

Personalized Approach: Every student is different, and I adapt my teaching style to meet individual needs. Whether you're a quick learner or need a bit more time, I tailor my lessons to ensure each student fully grasps the material at their own pace.

Hands-On Learning: I focus on practical examples and interactive problem-solving, especially in subjects like Computer Science and Physics. My students don't just memorize formulas—they understand how to apply them in real-world scenarios.

Encouraging & Supportive: My teaching philosophy is centered around encouragement and building confidence. I create a safe space where students feel comfortable asking questions and exploring new ideas without fear of making mistakes.

Structured & Organized: I provide clear lesson plans, assign homework to reinforce key concepts, and regularly assess progress to ensure continuous improvement. Parents and students can expect transparency and structured guidance throughout the tutoring process.

Experienced Tutor: With over two years of experience in Computer Science, Mathematics, and Physics, I have worked with students across a variety of learning levels. My expertise spans programming, algorithms, mathematical reasoning, and physical sciences.

Committed to Long-Term Success: I’m not just focused on short-term exam results—my goal is to foster a deep understanding of the subject matter that will benefit students in their future studies and careers. I equip students with the tools and mindset needed to approach new challenges with confidence.
Education
Student at Manchester Metropolitan University, Completed A-Levels with a B in Mathematics, Completed IGCSE with 6 B's in every subject except Computer Science and Islamiat.
Expérience / Qualifications
Software Engineer, Freelance Programmer, Computer Science Expert, Crypto Mining Rigs Expert, Python specialist, C++ specialist, Java specialist, Tutoring Expert, Students Favorite, Teaching Expert, Programming Expert, Competitive Coder
Age
Enfants (7-12 ans)
Adolescents (13-17 ans)
Adultes (18-64 ans)
Seniors (65+ ans)
Niveau du Cours
Débutant
Intermédiaire
Avancé
Durée
30 minutes
45 minutes
60 minutes
90 minutes
120 minutes
Enseigné en
anglais
ourdou
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
Master the Fundamentals: My tutoring sessions are designed to give students a solid foundation in Object-Oriented Programming (OOP) and Data Structures and Algorithms (DSA). Whether you're a beginner or need to strengthen your skills, we will cover the essential concepts that are critical for coding and software development.

Language Flexibility: I offer tutoring in Java, C, C++, and Python, providing flexibility for students to learn in the language they are most comfortable with or the one required for their academic needs. We’ll compare the nuances of these languages to help you develop a deeper understanding of programming concepts.

Comprehensive OOP Concepts: Learn the core pillars of OOP—encapsulation, inheritance, polymorphism, and abstraction—and how to implement them in real-world coding projects. My lessons focus on making these abstract concepts easy to grasp through hands-on practice and examples.

Data Structures & Algorithm Mastery: From arrays, linked lists, and stacks, to more complex structures like trees, graphs, and hash tables, I guide students through the implementation and usage of these critical data structures. We’ll also explore fundamental algorithms like sorting, searching, recursion, and dynamic programming, ensuring you can tackle coding problems efficiently.

Problem-Solving Skills: I focus on building strong problem-solving skills and critical thinking. We’ll work on a variety of programming challenges, competitive coding exercises, and real-world applications that sharpen your logical reasoning and coding proficiency.

Interactive & Engaging Learning: Every session is interactive, with plenty of coding exercises, real-time debugging, and immediate feedback. You’ll walk away with a thorough understanding of how to apply programming concepts in a practical way.

Exam Preparation & Beyond: Whether you're preparing for school exams, coding interviews, or personal projects, my tutoring is geared toward equipping you with the skills and knowledge you need to succeed. I also provide practice problems and quizzes to ensure continuous learning and improvement.
Lire la suite
GCSE Computer Science, Mathematics, and Physics Tutoring

I specialize in tutoring Computer Science, Mathematics, and Physics for GCSE students. I aim to provide clear, engaging lessons that help students master key concepts while building confidence in their problem-solving abilities.

In Computer Science, students will learn programming fundamentals, algorithms, loops, logic gates, conditions, computational thinking, and exam techniques to excel in theory and practical assessments. Whether you're new to coding or refining your skills, I guide students through real-world applications of computing, using languages like Python to bring lessons to life.

In Mathematics, I focus on helping students understand the core principles of algebra, geometry, and statistics. Lessons are designed to reinforce schoolwork, address challenging topics, and prepare students for GCSE exams with practice problems, test-taking strategies, and personalized feedback.

For Physics, I make complex concepts like mechanics, electromagnetism, and energy systems accessible and interesting. Students will engage in hands-on activities and thought experiments that deepen their understanding of the physical world, preparing them for exams and future STEM studies.

I assign targeted homework after each session and provide periodic progress reports to ensure students stay on track and continuously improve. My approach is to challenge students without overwhelming them, fostering a positive learning environment where they can excel academically.
Lire la suite
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I support university and engineering school students in the advanced mastery of mathematics, physics and computer science.

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Dominez l'épreuve de spécialité et sécurisez votre note

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Start your first lesson today!
All material will be provided to you by email.
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I'm a highly qualified teacher who has a master degree in language learning plus that I have been teaching for 13 years.
Learning a new language can open new doors to your career path.
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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.

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1. Introduction à l’analyse de données

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

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- Méthodologie globale

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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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AI is not a movie robot: Difference between fiction and reality.

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

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4: Precautions and Critical Thinking (The Survival Guide)
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Privacy protection:

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

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

Spotting "Deepfakes":

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

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

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Copyright: Who owns an image created by AI?

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

The future: Will AI replace us or assist us?
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Votre enfant a des difficultés scolaires ? Ensemble, changeons la donne rapidement !
« À mes yeux, aucun élève n’est vraiment en échec. Il y a simplement des élèves qui n’ont pas encore trouvé la méthode ou le Prof idéal.
Je suis Frantz, enseignant licencié en Pédagogie générale et en sciences de l’éducation, avec plus de 15 ans d’expériences dans l’enseignement.
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Je suis spécialisé dans l’accompagnement scolaire de tous niveaux, en particulier pour les matières clés et la préparation aux examens. Mon cursus universitaire en pédagogie générale et en sciences de l’éducation me permet d’appliquer des approches pédagogiques modernes et efficaces, centrées sur les besoins réels de votre enfant.

Pratique, flexible, je propose des séances adaptées à votre emploi du temps, à domicile ou en ligne, selon votre préférence.
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Faites ce choix gagnant maintenant pour l’avenir scolaire de votre enfant !
Contactez-moi et offrons-lui ensemble les clés de la réussite !
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Contacter Hurraira
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Le premier cours est couvert par notre Garantie Le-Bon-Prof
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As a Franco-Belgian management teacher, I give Excel lessons with passion!
Whether remotely or face-to-face, I offer many examples and exercises to accompany you.
I travel without problem throughout the region of Brussels and its surroundings, for lessons of at least 2 hours. For France, courses are only given remotely.

Here are some key words that will be covered in my classes:
Scenario analysis, Year, Rounding, Today, Bdnb, Bdnbval, Bdsum, Search, Column, Copy/paste in values, Copy/paste with transposition, Consolidation, Date, Datedif, Determat, Dollar, Right, Righterg, Equiv, Esterror, Estna, Frequency, Filter (simple and advanced), Format of cells, Left, Large.Value, Printing of documents, Index, Indirect, Inversemat, Day, Weekday, Line, Matrix, Max, Maxa, Max.Si, Min , Mina, Mina.If, Formatting of cells and ranges, Month, Average, Average.If, Nb, Nb.If, Nbval, Naming of cells and ranges, No, Small.value, Product, Productmat, Protection of cells, Lookup (Lookup), Lookupv (VLookup), Lookuph (HLookup), If (If), If.Not.Disp, If.Conditions, Iferror, Sum, Sumproduct, Sum.If, Sum.If.Set, Substitute , Pivot tables, Sorting, Cell locking

Do not hesitate to contact me to organize your lessons according to your needs and availability. Together, we will develop your Excel skills in an efficient and personalized way.
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I support university and engineering school students in the advanced mastery of mathematics, physics and computer science.

The approach is rigorous, structured and results-oriented, with a focus on deep understanding of concepts, solving complex problems and succeeding in demanding exams.

✔ Methodology adapted to preparatory classes and engineering schools
✔ Clear and precise explanation of advanced concepts
✔ Intensive training on exam questions and typical problems
✔ Development of logic and scientific autonomy
✔ Personalized support to strive for excellence

Objective: to help you gain mastery, efficiency and level to succeed in the most demanding fields.
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Dominez l'épreuve de spécialité et sécurisez votre note

Le baccalauréat de Numérique et Sciences Informatiques (NSI) ne se contente pas de tester vos connaissances : il évalue votre capacité à résoudre des problèmes complexes sous pression. La Méthode Gagnante est un programme d'entraînement intensif conçu pour les élèves de Première et Terminale qui refusent de laisser leur réussite au hasard.

L’objectif est double : transformer vos lacunes techniques en automatismes et vous transmettre les stratégies d’examen utilisées par les meilleurs candidats pour maximiser chaque point du barème.
Les atouts de ce programme intensif

Ingénierie de l’Examen : Une analyse approfondie des attentes des correcteurs et des pièges récurrents des sujets de baccalauréat.

Maîtrise du Temps : Des techniques concrètes pour gérer vos écrits et vos épreuves pratiques sans stress.

Pratique de Haut Niveau : Une immersion dans les annales les plus exigeantes avec des corrections détaillées et des feedback personnalisés.

Accompagnement par un Expert : Profitez de l'expérience d'un ingénieur informaticien pour acquérir une vision professionnelle du code et de l'architecture.

Efficacité Radicale : Un focus sur les notions "rentables" qui tombent systématiquement à l'examen.

Architecture du Cursus de Performance
1. Algorithmique et Programmation : L’Exigence Python

Optimisation : Complexité algorithmique (Notation Big-O), récursivité et stratégies de tri (fusion, rapide).

Expertise Python : Compréhensions de listes, gestion avancée des fonctions, modularité et programmation orientée objet (POO).

Fiabilité du Code : Apprendre à écrire un code propre, documenté et testé, conforme aux attentes du jury.

2. Structures de Données : La Colonne Vertébrale

Organisation : Implémentation et manipulation des listes, piles, files et arbres.

Théorie des Graphes : Algorithmes de parcours (BFS, DFS) et représentations par matrices ou listes d'adjacence.

Efficacité : Choisir la structure de donnée optimale pour résoudre un problème spécifique.

3. Bases de Données et Systèmes Régaliens

Modèle Relationnel : Conception de bases de données et schémas entité-association.

Langage SQL : Maîtrise totale des requêtes, des jointures complexes (Inner, Left, Right) et des fonctions d’agrégation.

Architecture et Réseaux : Compréhension du cycle d'instruction (CPU/RAM) et des protocoles de communication (Modèle OSI, TCP/IP, sécurisation).

4. Développement Web et Interactions

Full-Stack Fondamentaux : Structure HTML, design CSS et dynamisation via JavaScript.

Événements et DOM : Maîtriser l'interaction utilisateur pour les épreuves pratiques de NSI.

Méthodologie et Approche Tactique

Diagnostic de Performance : Un bilan initial pour identifier vos zones d'ombre et vos points forts.

Entraînement "Live Coding" : Des séances interactives en ligne avec partage d'écran pour voir la logique de programmation se construire en temps réel.

Simulation d'Épreuves : Travail intensif sur des sujets types pour forger une endurance intellectuelle et une rigueur rédactionnelle.

Feedback Constructif : Analyse critique de vos solutions pour optimiser la clarté et la performance de votre code.

Public visé

Élèves de Première et Terminale visant l'excellence au baccalauréat et une mention.

Futurs étudiants en écoles d'ingénieurs ou CPGE souhaitant consolider leurs bases scientifiques.

Autodidactes ambitieux cherchant une structure rigoureuse pour valider leurs acquis informatiques.

Ne révisez pas plus, révisez mieux

Le succès en NSI est une question de méthode. Avec La Méthode Gagnante, vous ne vous contentez pas de réviser : vous vous préparez à dominer l'épreuve avec sérénité et précision.

Inscrivez-vous dès aujourd'hui et donnez à votre dossier académique l'avantage qu'il mérite.
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In our imagination, nourished by our education and our conditioning, we all believed one day that once married, having founded our family, we will realize our dream.

Before taking the leap, we all idealize this life, and the stronger our hope, the stronger the awakening to the reality of life would probably be.

Indeed, family life is another experience, a challenge and a process during which we learn a lot about ourselves, about the other and about the relationship.

By choosing the right mediator, family and married life can therefore be a great opportunity to grow (sometimes in pain, in joy).

Among the possible accompaniments, some examples:
- The basics of a solid and fulfilled married or family life
- How to resolve disagreements
- The secrets of a balanced and balancing child education
- Learn to express emotions
- Manage families and in-laws
- How to take your place within the couple
- Define the respective roles of each

Among the techniques used:
- Non-violent communication tools

- The “helping relationship” which aims to support people in crisis or conflict situations and help them resolve dysfunctions (emotional, relational difficulties, repetition of scenarios, lack of self-confidence, etc.) . It also leads to better self-knowledge and guides the person to discover their own solutions.
The practitioner in helping relationship through his attentive and neutral listening, his training, his personality, his presence, his availability will allow the consultant to progress towards a better knowledge of his psychological mechanisms, respecting his blockages, his rhythm and his ability to hear.
The therapist takes into account the subject as a whole: physical, psychological and social.
Allow the consultant to access autonomy so that he can, when he feels ready, walk alone, in all inner serenity.

- Coaching that allows you to act and take responsibility, which is the basis of effective and lasting change. Work on the management of emotions and relationships, confidence and self-esteem, self-affirmation is at the center of individual support, which allows you to live more fulfilled and authentic relationships.

- Love coaching, which is personalized support based on understanding the mechanisms of love and focusing on putting an individual in this disposition of openness and acceptance of the other and their difference (which prepares to receive love) and to transfer keys of understanding to gain emotional maturity.
It allows you to obtain concrete and measurable results in your love life.
Through coaching, the consultant becomes aware of his resources, optimizes his potential and transforms his life.

- Brief marital and family therapy. She is interested in how the problems manifest themselves in the present but the personal history of each is also approached. This insight helps to better understand the events experienced and to make connections between the past and what is at stake in the current difficulties. We introduce changes in behavior to open up perspectives, mainly relational.

- Sophrology. Sophrology is a gentle method that promotes relaxation of the body and mind where you relearn how to listen to your feelings using controlled breathing exercises, muscle relaxation and mental suggestions. It allows you to develop your potential, regain self-confidence, manage your emotions and achieve your goals. It will be, at times, interesting to use this technique to manage to unblock the mind that is blocking and to give the body more amplitude to welcome what presents itself.

➤ THE COACH PSYCHOANALYST PSYCHOPRACTITIONER
Trained at the Grande Ecole post-preparatory classes & Ivy League University in the United States, our psychoanalyst, psycho-practitioner and behaviorist coach has specialized and worked for more than 15 years, in Europe and North America, in the field, in renowned international public and private establishments, regularly speaking in forums and conferences, and also offering personalized INDIVIDUAL support.

➤ PLACE, TIMETABLE, PRICES
✓ Locations: Geneva-Lausanne-Fribourg-Zurich-Neuchâtel-Lugano-Montreux-Basel-Neuchâtel-Bern-Lucerne-Brussels-Luxembourg-Paris-Lyon. But currently, these sessions continue to be offered by videoconference in the current context and in accordance with general demand which is almost unanimous on this subject.

✓ Indeed, apart from the classic advantages of videoconferencing (time saving related to travel & their unforeseen events, eco-responsibility, increased schedule flexibility, etc.), the quality of the session & the interaction remain identical. In addition, the entire exchange, notes and recommendations are immediately transcribed on the dedicated chat.

✓ To support us among ourselves & to be pleasant to you in this sustainable / particular period and in a spirit of solidarity, the fees are temporarily reduced and will not increase after the start of our sessions.

✓ Languages: French/English.

✓ The progress following these private sessions is perceptible from 1 to 2 sessions (*2024 study).

✓ As other people do regularly, you can also please your loved ones by offering gift vouchers available all year round.

CONTACT / PROGRAM
✓ First contact by email then by phone.
✓ A la carte program: evaluated and adapted to each need.

➤ The Apprentus calendar is not refreshed/updated.
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doctoral student in engineering sciences provides support courses in analog and digital electronics at any DEUG level and engineering schools. having scientific and technical knowledge, three years of experience in the field of teaching, pedagogy and a sense of listening and analysis, I am able to help pupils and students and train them in the chapters of which they are having difficulty. for more info please contact me
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I offer private lessons in Spanish, we can do it online“Learn Spanish from Zero – Simple, Supportive, and Enjoyable Lessons!” Learn to Communicate with Ease.
I'm ready to adapt our study plan to your objectives and demands!
I provide personalized methods that will take you step by step to meet your goal! I am dynamic, easy-going and full of energy!

Start your first lesson today!
All material will be provided to you by email.
Lessons are well organized
I can suggest a weekly task
I'm a highly qualified teacher who has a master degree in language learning plus that I have been teaching for 13 years.
Learning a new language can open new doors to your career path.
I can lead you to pass DELE.
Language of teaching can be English, French, Arabic and Spanish.
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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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I have known and used the Mac since 1989 and since 2014 it has become my main activity and I have more than 1600 customers in Switzerland and neighboring France. I give at-home lessons if necessary and online lessons and troubleshooting with the Messages app on your Mac, from Apple ID to Apple ID, in complete security.
If you have problems with your Mac, updates to make or training needs on Mac OS or apps like Contacts, Safari, Mail, system settings and optimizations and security (malware), iCloud, Photos, printers and passwords, etc... do not hesitate to call me.
I have been registered with the Geneva commercial register and with the French-speaking business federation since 2015.
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I guide, support and advise people, individuals and organizations, so that everyone can develop as best they can as possible as a human being:
- Heal from your suffering and be happier,
- Improve yourself and move forward in your life,
- Awaken one's awareness of one's inner reality and thus know oneself,
- Connect with your inner potential and become ONE with yourself again,
- Free yourself from your inner limits and thus become master of yourself and create your own reality.

The Teaching is Balanced, United and Complete between all the main directions of being and life:
- Psychic: Emotional Awareness and Self-Knowledge,
- Ethical Guidance: Universal Principles, Values and Purposes transcending cultural differences,
- Body / Physical: Hygiene, Health and Body Performance,
- Spiritual: Connection to the Presence within oneself and around oneself,
- Intellectual: Logic, Reasoning and Knowledge of the Natural and Human World (sciences),
- Relational / Social: Relational awareness, Verbal and non-verbal expression and communication, Interpersonal relationships...
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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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With over seven years of experience in teaching Computer Science & Information Technology (ICT), I have developed a strong expertise in delivering high-quality education across multiple internationally recognized curricula, including Cambridge IGCSE, GCSE, A-Levels, O-Levels, and Checkpoint. My passion lies in equipping students with coding, cybersecurity, and digital literacy skills, ensuring they are well-prepared for the evolving demands of the digital world.

Expertise & Teaching Areas:
✅ Programming & Software Development: Python, Java, C++
✅ Cybersecurity: Ethical hacking, data protection, network security
✅ Digital Literacy: ICT applications, online safety, cloud computing
✅ Data Science & AI: Data analysis, machine learning fundamentals
✅ Web Development: HTML, CSS, JavaScript

Curriculum & Pedagogical Experience:
🔹 Cambridge IGCSE & GCSE ICT & Computer Science – Teaching core and extended syllabi, focusing on programming logic, databases, and networking.
🔹 Cambridge A-Levels & O-Levels Computer Science – Preparing students for advanced computing concepts, problem-solving, and algorithm development.
🔹 Cambridge Checkpoint ICT – Building foundational skills in digital technology and computer applications.

Professional Impact:
📌 Mentored students to achieve top grades in Cambridge ICT & Computer Science exams.
📌 Developed interactive lesson plans integrating real-world applications of technology.
📌 Conducted coding boot camps and cybersecurity workshops to enhance practical learning.
📌 Guided students in project-based learning, including app development and website design.

With a strong commitment to student-centered learning and technological innovation, I am dedicated to shaping future tech leaders and empowering learners with skills relevant to careers in technology, data science, and software development.
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Objective: To understand AI without fear, to use it to simplify one's life, to know how to identify digital traps, and to use Word, Excel, etc. without difficulty.

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

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

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

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

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

Summarize a long newspaper article or document.

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

AI for creativity and memory:

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

Using AI to restore or colorize old family photos.

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

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

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

Privacy protection:

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

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

Spotting "Deepfakes":

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

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

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

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

The future: Will AI replace us or assist us?
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I teach coding to beginners and intermediate students.
Lessons focus on logic, basic programming, and practical exercises.
Classes are adapted to the student’s pace.
Students can choose between website or mobile app development.Hands on dev
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Votre enfant a des difficultés scolaires ? Ensemble, changeons la donne rapidement !
« À mes yeux, aucun élève n’est vraiment en échec. Il y a simplement des élèves qui n’ont pas encore trouvé la méthode ou le Prof idéal.
Je suis Frantz, enseignant licencié en Pédagogie générale et en sciences de l’éducation, avec plus de 15 ans d’expériences dans l’enseignement.
Ma mission c'est de faire de chaque obstacle scolaire une nouvelle opportunité de réussite pour votre enfant.
Grâce à une pédagogie adaptée et personnalisée, j’identifie rapidement les blocages et mets en place des méthodes claires et motivantes qui redonnent confiance, stimulent l’envie d’apprendre et font progresser durablement.

Je suis spécialisé dans l’accompagnement scolaire de tous niveaux, en particulier pour les matières clés et la préparation aux examens. Mon cursus universitaire en pédagogie générale et en sciences de l’éducation me permet d’appliquer des approches pédagogiques modernes et efficaces, centrées sur les besoins réels de votre enfant.

Pratique, flexible, je propose des séances adaptées à votre emploi du temps, à domicile ou en ligne, selon votre préférence.
Une première séance d’évaluation peut être organisée pour cibler précisément les priorités. Les cours peuvent avoir lieu chez vous ou en ligne selon vos disponibilités.
Faites ce choix gagnant maintenant pour l’avenir scolaire de votre enfant !
Contactez-moi et offrons-lui ensemble les clés de la réussite !
Garantie Le-Bon-Prof
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