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Online Training: Introduction to Python for Beginners-Intermediate

From 12 € /h

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

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

Location

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)

Student level

Beginner

Intermediate

Duration

60 minutes

90 minutes

The class is taught in

French

Arabic

English

Skills

Python

Computer programming

Science

Reviews

Availability of a typical week

(GMT -04:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Private Mathematics Tutoring – Middle School & High School (Morocco & International)

13 € /h

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.

Excel pour l’analyse de données : bases et premiers tableaux de bord

12 € /h

Vous voulez analyser vos données avec Excel, sans vous perdre dans les formules ? Ce cours en ligne vous guide pas à pas, avec des exemples concrets et des exercices pratiques.

Vous apprendrez à :

organiser et nettoyer vos données (tri, filtres, suppression des doublons)
utiliser les formules essentielles (SOMME, SI, NB.SI, MOYENNE, RECHERCHEV / RECHERCHEX)
résumer vos données avec les tableaux croisés dynamiques
créer des graphiques clairs et présenter vos résultats

Le cours s’adapte à votre niveau et à vos besoins (études, travail, projet personnel). Je suis data analyst et j’utilise l’analyse de données au quotidien, ce qui me permet de vous montrer des cas pratiques.

Narayan

4.91

(54)

*Note: My availability on Apprentus may not be up to date. Please contact me to check my current availability.

Biology lessons taught by an engineering graduate with over 16 years of experience, as of 2024, in teaching mathematics (up to undergraduate level), biology (up to secondary level, including IGCSE, GCSE, and S5), and physics and chemistry (upper secondary levels, IB, and A level).

With extensive experience in tutoring Biology, I provide specialized lessons for students up to the GCSE, IGCSE, and European S5 levels. I aim to make Biology engaging and accessible, helping students not only understand the material but also excel in their exams and coursework. Whether you're studying ecosystems, human physiology, genetics, or cell biology, I tailor my lessons to meet your individual learning needs.

I offer comprehensive lessons that simplify complex concepts, ensuring that students gain a solid grasp of the subject. I take pride in breaking down difficult topics into manageable pieces, helping students build confidence in their knowledge and abilities. My teaching approach is interactive, encouraging students to ask questions and think critically about the material.

I also have more than 7 years of experience in teaching and guiding standardized tests such as the GRE and SAT. I can help you effectively learn standardized courses like the GRE, SAT, and even TOEFL.

For mathematics, I provide lessons for students up to the bachelor's level, including bachelor students, IB (Math SL and Math HL) students, AS/A-level students, European S6 and S7 level students, GCSE students, and IGCSE students.

Science (physics and chemistry) courses are available for students up to the European upper secondary level, including IB and A level.

Science (biology) lessons are available for students up to the European secondary level, GCSE level, and IGCSE level.

Currently, I am teaching:
1. GCSE students
2. IGCSE students
3. IB students
4. European School students
5. AS/A level students

My current students are from the following schools:
1. St Georges International School, Luxembourg, Edexcel (Pearson) Curriculum (10 students)
2. International School of Luxembourg, Luxembourg, IB Curriculum (6 Students)
3. Lycée Athénée de Luxembourg, Luxembourg, IB Curriculum (4 Students)
4. Lycée - International School Michel Lucius, Luxembourg, Cambridge Curriculum (4 Students)
5. European School Kirchberg, Luxembourg, European Curriculum (4 students)
6. Lycée Aline Mayrisch, Luxembourg, Luxembourgish curriculum (1 student)
7. International School of the Hague, Netherlands, IB Curriculum (1 student)
8. International School Of Nice, France, IB Curriculum (2 students)
9. Merchiston Castle School, Edinburgh, Scotland, Edexcel (Pearson)/Cambridge (1 students)
10. Silverline Private School, Limassol, Cyprus, UK national Curriculum (1 Student)
11. North Broward Preparatory School, Florida, USA, IB Curriculum (1 Student)
12. King Solomon International School, Israel, IB Curriculum (1 student)

In addition to helping students with their coursework, I also focus on developing effective study habits and test-taking strategies to ensure that they are fully prepared for their exams. My goal is to help each student achieve their best possible results.

If you’re a GCSE, IGCSE, or European S5 student looking for expert Biology tutoring, I’m here to help you succeed. Contact me today to begin your journey toward academic excellence in Biology!

Shazia

4.91

(54)

I provide excellent tutoring lessons tailored to meet all your needs,
Work with the learner at their level and build up as they continue with the lessons will find that they build their knowledge,
Can arrange at convenient times to suit their needs,
Including IELTS reading/writing/ speaking...
ESOL for beginners,
GCSE level for 11-14 year olds and can teach primary school ages too.

Anh

4.91

(54)

If you're preparing for resit exams and want to ensure you succeed, I’m here to help. These tailored sessions are designed specifically to support you in mastering the material and boosting your confidence. We'll focus on addressing any areas of concern, revisiting missed fundamentals, and reinforcing your understanding to tackle any future challenges with ease.

Whether you're tackling:
• A-Levels
• International Baccalaureate (IB)
• Advanced University courses
• GCSEs

You’ll gain the confidence and knowledge to master the curriculum and approach future challenges with ease.

Contact me now for availability, and let's schedule your first session soon. I look forward to working with you!
__________________________________________________________________________________

I'm actively supporting students from top high schools and universities worldwide, including:

High Schools:
• International School of The Hague (ISH)
• The British School in The Netherlands (BSN)
• The British School of Amsterdam (BSN)
• International School Rijnlands Lyceum Oegstgeest (ISRLO)
• The European School The Hague (ESH)

Universities:
• ETH Zurich - Swiss Federal Institute of Technology (ETH Zurich)
• Imperial College London (+ Business School) (ICL)
• University College London (UCL)
• King’s College London (KCL)
• Delft University of Technology (TUDelft)
• University of Amsterdam (UvA)
• University of Groningen (RUG)
• Leiden University (LU)
• Hogeschool Inholland University of Applied Science (Inholland)
• Queensland University of Technology (QUT)
• University of Queensland (UQ)
• Griffith University (Griffith)
__________________________________________________________________________________

My name is Anh, and I was born and raised in the U.K. With over 10 years of international experience tutoring Maths, Sciences, and Engineering from Middle School to University Level, I’ve supported over 80 students worldwide in unlocking their full potential.

I have a fun, ambitious, and outgoing personality, and I’m passionate about music, cooking, and trying new things. In my tutoring and mentoring, I am patient, adaptable, and committed to meeting the unique needs of each student.

I work as an Engineering Specialist/Consultant, holding:
• Master’s degree in Aeronautical Engineering from Imperial College London,
• AAA* A-Level in Further Maths and Physics,
• Straight As and A*s in (GCSE) Maths, Physics, Chemistry, Biology, English, and Geography.

Having been mentored and tutored myself, I understand the challenges students face. Through my own experiences of overcoming obstacles and achieving success, I’m passionate about helping others do the same. Let’s work together to ensure you reach your full potential, both academically and personally!

Chiwila

4.91

(54)

As a dedicated tutor with extensive experience in preparing students for standardized exams such as the SAT, GMAT, and SSAT, I understand the unique challenges that each of these tests presents. My approach is comprehensive and focuses on building a strong foundation in critical areas such as Mathematics, Quantitative Reasoning, Verbal Skills, and Analytical Writing. Each program I develop is tailored to the specific requirements of the exam, ensuring that students are well-prepared and confident on test day.

Having a deep understanding of the test formats and question types allows me to provide personalized strategies that target each student's individual strengths and weaknesses. I believe that every student has a unique learning style, and my goal is to enhance their test-taking skills while improving their time management. By fostering a supportive learning environment, I aim to boost students' confidence and empower them to achieve top scores.

My tutoring sessions incorporate a variety of effective methods, including real exam questions and timed practice tests. This hands-on approach allows students to familiarize themselves with the types of questions they will encounter, making the actual exam feel less daunting. I teach proven techniques for tackling even the most challenging problems, ensuring that students feel equipped to handle any question that comes their way.

One of the key components of my tutoring is helping students develop effective study habits. I provide guidance on creating a structured study plan that maximizes their preparation time and aligns with their personal goals. This structured approach not only keeps students on track but also helps them build a sense of accountability, which is crucial for success.

In addition to academic preparation, I also focus on the psychological aspects of test-taking. Many students experience anxiety leading up to exams, which can affect their performance. I teach relaxation techniques and mental strategies to help manage stress, allowing students to approach their exams with a calm and focused mindset. By addressing both the academic and emotional challenges of test preparation, I equip students with a well-rounded toolkit for success.

Feedback is an essential part of the learning process, and I make it a priority to provide constructive and actionable insights during our sessions. After each practice test, I conduct a thorough review of the results, highlighting areas for improvement while also acknowledging progress. This continuous feedback loop helps students understand their growth and keeps them motivated throughout their preparation.

My commitment to student success goes beyond just teaching content. I aim to inspire a love for learning and self-improvement in each of my students. Many of my former students have gone on to achieve their academic goals, securing places at prestigious universities and programs. Their success stories are a testament to the effectiveness of my tailored approach and the dedication I bring to each tutoring session.

If you're looking to master the SAT, GMAT, or SSAT with confidence, I invite you to book a session now. Together, we will develop a customized learning plan that suits your individual needs, ensuring that you are not only prepared to face the test but also equipped to excel and reach your highest potential. With my guidance and your commitment, we can achieve outstanding results. Let’s embark on this journey to success together!

Michael

4.91

(54)

Expert Science & Chemistry Tutor – IGCSE | A-Level | IB | KS3
Online & In-Person Lessons Available in Madrid.

Are you looking for a dedicated, experienced, and results-driven science tutor to help you or your child excel in school or exams? Whether you're preparing for IGCSE, A-Level, IB, or Coordinated Sciences, I’m here to help you achieve your goals.

✅ Subjects Offered:

Chemistry (IGCSE, A-Level, IB, Edexcel, AQA, Cambridge)

Coordinated Sciences (Double Award)

General Science (KS3 & KS4)

Exam preparation and lab skills (Paper 3/ practical-based support)

🧪 About Me:
I’m a qualified and passionate science teacher with over 10 years of experience teaching in international schools across Spain, the UK, and the Middle East. I currently work at a leading international school in and specialise in Chemistry and Coordinated Sciences.

🌟 What You’ll Get:

Personalized 1:1 support tailored to your learning style

Exam-focused strategies to boost confidence and grades

Simplified explanations of complex topics

Friendly, patient, and engaging lessons

Help with homework, projects, revision, and lab reports

📍 Location:

Online worldwide via Zoom/Google Meet

In-person in Madrid, flexible hours available

🎯 Who is this for?

Students aiming for top grades in science and chemistry

Those who need extra support understanding key concepts

IB or A-Level students needing help with Internal Assessments or lab work

📩 Message me today to book your first lesson or ask any questions. Let’s boost your science skills and exam success together!

Josė

4.91

(54)

I offer private tutoring in mathematics, physics, and chemistry at primary, secondary, and university levels. Lessons can be arranged on an occasional basis (for example, to prepare for a test or exam) or as part of ongoing academic support.

I hold a PhD in Physics and graduated from the École Normale Supérieure in Paris, where I studied fundamental mathematics and physics. I subsequently worked as a researcher at the École Normale Supérieure and Yale University.

Alongside my research career, I have always been involved in teaching, both at university and as a private tutor. Over the years, I have taught more than 2,000 hours of private lessons to students from a wide variety of backgrounds and academic levels.

Patient and attentive, I place great importance on creating a supportive environment where students feel comfortable asking questions, developing their understanding, and progressing at their own pace. I enjoy sharing my passion for science and showing that even seemingly intimidating concepts can become accessible and enjoyable with the right explanations.

Beyond helping students acquire knowledge, I aim to develop their reasoning skills, effective study methods, and confidence, so that they can gradually become more independent learners.

My teaching is tailored to each student's individual goals, whether they wish to strengthen their foundations, deepen their understanding, explore more advanced topics, or prepare for exams, competitive entrance examinations, or demanding scientific studies.

The listed rates vary depending on the student's academic level, the duration of the lessons, and the type of support required.

Feel free to contact me to discuss your needs and explore how we can organize lessons tailored to your goals! :)

Dr.Ibrahim

4.91

(54)

This course offers an integrated introduction to the core areas of science, including biology, physics, earth science, and environmental science. Students will explore scientific concepts, principles, and methods through hands-on experiments, observations, and problem-solving activities. Emphasis is placed on developing scientific literacy, critical thinking, and an understanding of the scientific method. The course encourages curiosity about the natural world and prepares students to apply scientific knowledge to everyday life and future academic study.

Kelvin

4.91

(54)

Hi, Tutor Kelvin here your Maths Tutor.

MATHS;
Many students fail Maths because of already defeated mindset about Maths and unsharpened analytical skills.
As an experienced Tutor, my aim is to bridge in that gap.That's to make sure no student must ever be troubled with a concept that has a solution .

Topics to be covered in MATHEMATICS are:
•Types of Numbers
•Algebra
•Sets
•Indices
•Fractions
•Functions
•Trigonometry
•Equatioms
•Probability
•Transformations
•Geometry
•Proportions
•Exponential and Decay Curves
•Distance time Graphs
•Mensuration
•Properties of a Circle
•Statistics

Q.Why you will love Maths after the lessons?
1.I will help break down concepts to the level of your understanding.
2.I will make sure that I explain all the steps required per topic.
3.At the end of the day, I could've made sure you know and understand the requirements for each question.This will be achieved by exposing you to final examination papers.
4.I make sure I teach all the topics based on the syllabus.
5.I also share useful study tips to make you excel academically.

NOTE; I am a straight forward Tutor who strives to bring out the best in every student on time.I am always innovative by using interactive mode of Teaching Methodology.

I use well structured notes and past papers.Once I teach my student/s a topic, I make sure the lesson is concluded by attempting Examination Questions together.
In addition, each lesson takes 1 hour (60 minutes) duration.That time , is fair enough to have had all the lesson objectives met.

Booking me for a class guarantees excellent grades.
I look forward to be your Tutor.Don't forget to share your review after the lesson/s.I thank you.
Best regards,
~Kelvin

Jihen

4.91

(54)

Mathematics is a key subject in the Baccalaureate exam and requires clear understanding and regular practice.
In this course, I help Bac students master mathematics step by step, following the official program. Lessons are explained in a simple and structured way, with many examples and exam-style exercises.
The course focuses on understanding methods, avoiding common mistakes, and gaining confidence to solve problems independently.
This class is suitable for students who want to improve their level, prepare seriously for the Bac exam, and achieve better results.

Aws

4.91

(54)

I offer personalized mathematics lessons adapted to each student’s level, goals, and learning style.

As a first-year Bachelor of Science student at École Polytechnique and an experienced mathematics Olympiad participant, I focus not only on teaching formulas and techniques, but on developing mathematical reasoning, intuition, and problem-solving skills.

During the lessons, we can work on:

📚 Understanding and reviewing school mathematics concepts
✏️ Solving exercises and preparing for exams
🧠 Developing logical and problem-solving skills
🏆 Olympiad-style problems and advanced mathematics
🔍 Identifying and correcting gaps in understanding
🎯 Building a personalized study plan based on the student's goals

My goal is to make mathematics clear, rigorous, and enjoyable, while helping students become more independent and confident problem solvers.

Joy

4.91

(54)

Comprehensive Science lessons designed specifically for Middle / Preparatory School students (Grades 7, 8, and 9) to build a strong foundation in Biology, Chemistry, and Physics concepts.
As a Physical Therapy Doctor and top-ranked Cairo University graduate with First Class Honors, I break down complex scientific topics into simple, structured, and easy-to-digest ideas. My goal is to help students transition smoothly into higher-level science and excel in their school tests and final exams.
What students will get in this class:
• Clear and structured explanations for all unit topics and scientific formulas.
• Step-by-step guidance tailored to each student's school curriculum.
• Practical problem-solving, revision, and exam preparation strategies.
• A friendly, encouraging environment to build real confidence in STEM.

Job

4.91

(54)

Do numbers sometimes feel abstract, or does global geography seem like just a list of memorized facts? It doesn't have to be! This unique dual-subject class bridges analytical logic with the real world. Whether you need help conquering algebra, decoding geometrical proofs, understanding spatial data, or preparing for critical school exams, this class turns complex concepts into intuitive, manageable skills. Lessons are customized entirely to the student’s pace, learning style, and academic goals.

Mennatullah

4.91

(54)

Are you studying IB Chemistry at Standard Level (SL) or Higher Level (HL) and looking for clear explanations and effective exam preparation? I’m here to help!

I’m Dr. Menna, a Chemistry instructor and Nanotechnology Researcher with over 5 years of teaching experience and more than 1,000 hours of teaching secondary and university students from different countries.

My lessons are tailored to your syllabus, learning pace, and academic goals. I break down complex concepts into manageable steps and help you develop the scientific reasoning and problem-solving skills needed to succeed in IB Chemistry.

**Topics covered include:**
- Atomic structure and periodicity
- Chemical bonding and molecular structure
- Stoichiometry and chemical calculations
- Energetics and thermodynamics
- Chemical kinetics
- Equilibrium
- Acids and bases
- Redox processes and electrochemistry
- Organic chemistry
- Experimental skills and data analysis

**How I can help you:**
- Understand challenging concepts through clear, structured explanations
- Practise calculations and IB-style exam questions
- Strengthen your application of chemical principles
- Review school lessons and prepare for assessments
- Develop scientific writing and data interpretation skills

I can also support you with understanding the Chemistry Internal Assessment (IA), including experimental design, data processing, graph interpretation, and scientific discussion, while ensuring that your work remains your own.

Whether you are studying SL or HL, we will work together to build your confidence and strengthen your Chemistry skills.

**Book a lesson, and let’s make IB Chemistry easier to understand!**

Mathis

4.91

(54)

Are you struggling with science subjects, looking to improve your grades, or preparing for an upcoming exam? I would be happy to help you!

I am a motivated student at KU Leuven, currently pursuing a Master's degree in Engineering Science, specializing in Aerospace Engineering. With my strong scientific background and experience in mathematics, physics, chemistry, and biology, I can help students develop a better understanding of natural sciences.

Thanks to my multilingual background, I can teach and explain concepts in Dutch, French, or English, depending on your preferences.

What Do I Offer?
- Physics: energy, forces, and motion
- Chemistry: atoms, molecules, chemical reactions, equations, and calculations
- Biology: cells, genetics, human biology, and ecosystems
- General natural sciences and scientific reasoning
- Homework assistance and practical exercises
- Test and exam preparation
- Additional support with challenging scientific concepts

My Teaching Approach

Every student has different strengths, challenges, and learning goals. That is why I adapt my lessons to each student's level, learning pace, and individual needs.

My lessons focus on:
- Clear and structured explanations of scientific concepts
-,Practical examples to connect theory with real-life situations
- Step-by-step problem-solving methods
- Interactive exercises to strengthen understanding
- Developing confidence and independent thinking

I believe that understanding the reasoning behind scientific concepts is much more valuable than simply memorizing formulas and definitions.

My goal is not only to help students achieve better academic results but also to develop their curiosity, analytical thinking, and interest in science.

Who Are My Lessons For?

My lessons are primarily designed for secondary school students who need additional support in physics, chemistry, biology, or general natural sciences.

Whether you need help understanding a difficult chapter, completing assignments, or preparing for an important exam, I will adapt the lessons to your needs.

Lessons are available both online and in person in Brussels and the surrounding areas.

Let's make science easier to understand and more enjoyable together!

Jane

4.91

(54)

My classes are designed to make learning engaging, interactive, and easy to understand for children and teenagers aged 5–18. With over six years of teaching experience, I support learners in developing a strong understanding of concepts through clear explanations, practical examples, guided practice, and hands-on activities.

I tailor my lessons to each learner’s age, ability, learning pace, and individual needs. My teaching approach combines interactive discussions, inquiry-based learning, project-based activities, and real-world examples to help students connect what they learn to everyday experiences and solve practical problems.

Whether your child needs support with schoolwork, wants to strengthen their academic performance, or is eager to develop new skills, my goal is to create a supportive learning environment where they feel comfortable asking questions, exploring ideas, and learning from mistakes.

Beyond academic achievement, I aim to build each learner’s confidence, critical thinking, creativity, and problem-solving abilities, helping them become independent learners who are curious and excited about learning.