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Hayat
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from8.25GBP/ 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 Mathematics
Cadi 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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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 £8.25Online 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
  • 1 repeat student
  • Phone number verified
  • Google connected

Availability of a typical week

(GMT -04:00) New York
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19
  
  
  
  
  
  
  
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from £8.25Online 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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