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Introduction to Data Science with Python Online

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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.

Extra information

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Please bring your own computer with Python installed (we will guide you through installation if necessary).

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
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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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

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Availability of a typical week

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from C$11.76Online 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
  • 2 repeat students
  • Phone number verified
  • Google connected

Availability of a typical week

(GMT -04:00) New York
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from C$11.76Online 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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