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Since May 2025
Instructor since May 2025
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5 repeat students
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Private lessons in mathematics (algebra, numerical analysis, differential equations)
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From 9.38 € /h
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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
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
location type icon
Online from Morocco
About Me
👋 Hello! My name is Hayat, passionate about programming, algorithmic logic... and languages! 🌟

With a Master's degree in modeling, scientific computing, and data science, I offer personalized courses in Python and algorithms, for all levels—from beginner to advanced.
My goal is to make each concept simple, clear and concrete, through practical examples and fun projects that develop your logical thinking and programming skills.

And because I also love sharing the richness of languages, I offer Arabic courses for foreigners, designed to teach you how to communicate easily while discovering Arab culture methodically and with pleasure.

✨ In summary: accessible, friendly and motivating courses, to learn to code, reason and speak Arabic with confidence! 🙌
Education
With a Bac+5 degree focused on advanced numerical methods, data analysis and machine learning applications, I have a solid scientific background allowing me to link theory, modeling and practice to solve complex problems effectively.
Experience / Qualifications
I gained hands-on experience through several internships focused on machine learning and artificial intelligence, including time series forecasting, real-time modeling, and AI image analysis.
I am proficient in Python, data analysis and mathematical modeling, with an approach that is both rigorous and oriented towards practical application.
I also have solid experience in tutoring, which has allowed me to develop a clear and accessible pedagogy to explain complex mathematical concepts.
Thanks to my in-depth training in statistics, algorithms and scientific computing, I know how to combine theory and practice in order to effectively solve various problems.
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
Reviews
Availability of a typical week
(GMT -05:00)
New York
at teacher icon
Online via webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
I have a degree in Modeling and Scientific Computing, with a strong background in mathematics and data science.

I offer private tutoring to help middle and high school students with:

Understanding the mathematical concepts of the curriculum

Succeeding in homework and exams

Prepare effectively for the Baccalaureate or other assessments

Follow the Moroccan or international program

Lessons are tailored to each student's level and pace, with clear explanations and practical exercises for rapid progress. I teach online via webcam, offering complete flexibility.
Read more
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
Read more
Show more
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Good-fit Instructor Guarantee
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Contact Hayat