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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

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
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 !

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 C$11.54Online 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

(GMT -05:00) Chicago
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from C$11.54Online 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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