
from8.24GBP/ h
Private lessons in mathematics (algebra, numerical analysis, differential equations)
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Are you a student or professional looking to enhance your understanding of mathematics and data science? I offer personalized courses tailored to your level and goals, with solid theoretical foundations and practical applications.In this course, we avoid major topics such as:
Algebra and linear algebra
Digital analysis and its methods
Differential Equations (EDO and EDP)
Introduction to Data Science Using Python (NumPy, pandas, matplotlib, etc.)
The lessons are tailored to the pace of each lesson, allowing you to support your studies, prepare for exams, or develop practical skills in programming and data analysis. No applicable programming experience is required—we start with the basics and no progression is required.
Transformons brings complex concepts together into clear, intuitive understanding!
Extra information
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This course is fully customized based on your current level and goals. If you're just getting started or want to update your knowledge, adapt the lessons to your own pace.No prior programming experience is required for the Data Science part - we start with the basics and gradually develop practical competencies with the help of concrete examples.
Courses can be provided in French or English and are available online for maximum flexibility.
Location
Online via webcam
General info
Age: | Children (7-12 years old) 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
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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
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Master in Modeling and Scientific Calculation for Engineering MathematicsCadi Ayyad University, Marrakech — Graduating in 2024
Focused on advanced numerical methods, data analysis and applications of machine learning.
Experience / Qualifications
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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.
Reviews (1)
3rd great lesson with Hayat
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Are you a student or professional looking to strengthen your math skills? This class offers clear, personalized support in core areas of mathematics, including:
Algebra (equations, functions, polynomials)
Numerical Analysis (approximation methods, iterative techniques)
Differential Equations (ODEs and PDEs – theory and problem-solving strategies)
Whether you’re preparing for exams, reviewing difficult topics, or simply want to deepen your understanding, I tailor each session to your level and goals. You’ll learn not only theory, but also how to apply it through practical exercises and step-by-step methods.
Let’s work together to make mathematics clear, intuitive, and even enjoyable!
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?"
Ex. "Hi, when are you available to meet for a lesson?"
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from £8.24Online via webcam
100% Satisfaction Guarantee
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
- 1 repeat student
- Phone number verified
- Google connected
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from £8.24Online 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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