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    Hayat
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    Cours particuliers en mathématiques (algèbre, analyse numérique, équations différentielles)

    Vous êtes étudiant(e) ou professionnel(le) et souhaitez renforcer votre compréhension des mathématiques et de la science des données ? Je propose des cours personnalisés, adaptés à votre niveau et à vos objectifs, alliant bases théoriques solides et applications pratiques.

    Dans ce cours, nous aborderons des sujets clés tels que :

    L’algèbre et l’algèbre linéaire

    L’analyse numérique et ses méthodes

    Les équations différentielles (EDO et EDP)

    L’introduction à la science des données avec Python (NumPy, pandas, matplotlib, etc.)

    Les leçons sont adaptées au rythme de chaque apprenant, que vous ayez besoin de soutien pour vos études, de préparation aux examens ou que vous souhaitiez développer des compétences pratiques en programmation et en analyse de données. Aucune expérience préalable en programmation n’est requise — nous commencerons par les bases et progresserons pas à pas.

    Transformons ensemble des concepts complexes en une compréhension claire et intuitive !

    Extra information

    Ce cours est entièrement personnalisé en fonction de votre niveau actuel et de vos objectifs. Que vous débutiez ou que vous souhaitiez approfondir vos connaissances, j’adapte les leçons à votre rythme.

    Aucune expérience préalable en programmation n’est requise pour la partie science des données — nous commencerons par les bases et développerons progressivement des compétences pratiques à l’aide d’exemples concrets.

    Les cours peuvent être dispensés en français ou en anglais, et sont disponibles en ligne pour une flexibilité maximale.

    Location

    Online via webcam

    General info

    Age:
    Teenagers (13-17 years old)
    Adults (18-64 years old)
    Seniors (65+ years old)
    Student level:
    Beginner
    Intermediate
    Advanced
    Duration:
    60 minutes
    90 minutes
    The class is taught in:French, Arabic, English

    About Me

    Translated by Google. Click to view original.
    Hello! My name is Hayat, passionate about mathematics, data science... and languages! 🌟
    With a Master's degree in modeling, scientific computing and data science, I offer personalized courses to help you better understand mathematics, discover data science (even if you're a beginner!) and progress at your own pace.

    I'm here to make concepts clear, concrete, and motivating, whether it's to pass an exam, strengthen your foundations, or explore new areas.
    And if you are curious to learn Arabic, I also offer courses adapted to beginners, to discover this beautiful language with pleasure and method.

    In short: accessible, caring courses designed to help YOU achieve success 🙌✨

    Education

    Translated by Google. Click to view original.
    Master in Modeling and Scientific Calculation for Engineering Mathematics
    Cadi Ayyad University, Marrakech — Graduating in 2024
    Focused on advanced numerical methods, data analysis and applications of machine learning.

    Experience / Qualifications

    Translated by Google. Click to view original.
    I gained hands-on experience through internships in machine learning and artificial intelligence projects, focusing on time series forecasting, real-time modeling, and AI image analysis.
    I am proficient in Python, data analysis and mathematical modeling, with a rigorous and applied approach.
    I also have a strong background in tutoring, where I learned to explain complex mathematical concepts in a simple and accessible way.
    My extensive training in statistics, algorithms and scientific computing allows me to combine theory and practice to solve a variety of problems.
    This course is designed for anyone interested in learning Arabic, whether you're a complete beginner or looking to improve your skills. We'll gradually cover reading, writing, correct pronunciation, and oral communication skills through practical situations. The emphasis is on comprehension, practice, and the joy of learning a rich and vibrant language. You will learn to: Reading and writing the Arabic alphabet Form simple words and sentences Express yourself orally in everyday situations (introducing yourself, asking for directions, etc.) Better understand the culture linked to language
    This course is designed for anyone interested in learning data science using Python. It provides a hands-on introduction to fundamental data analysis tools such as NumPy, pandas, matplotlib, and seaborn. You'll learn how to manipulate datasets, create visualizations, and lay the foundations for statistical analysis and machine learning. The course combines theory and practical exercises for effective, practical progress. No prior programming experience is necessary: we'll start with the basics to build solid, usable skills quickly.

    Ask a question

    Send a message explaining your needs and Hayat will reply soon:
    The more detail, the better.
    Ex. "Hi, when are you available to meet for a lesson?"

    Availability of a typical week

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    from 40.43 QAROnline via webcam

    Good-fit Instructor Guarantee


    If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.

    Online reputation

    • Instructor since May 2025
    • Phone number verified
    • Google connected

    Availability of a typical week

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    from 40.43 QAROnline via webcam

    Good-fit Instructor Guarantee


    If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.

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