Applied Data Science & Statistics with Python and R — For Students & Professionals

From 23.65 € /h

Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it?
This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio).
What we cover, adapted to your level and goals:
- Descriptive and inferential statistics (the ones that actually matter)
- Data cleaning, exploration, and visualization
- Regression, classification, and intro to machine learning
- Time series and forecasting basics
- R for statistical analysis and academic research

Who this is for:
- University students in statistics, economics, engineering, or biology
- Professionals wanting to move into data analysis or data science
- Researchers who need to process and present data properly

I use Python and R professionally as a working engineer — everything I teach comes from real application, not just academic exercises.

Extra information

Sessions available online worldwide in English, French, or Arabic. Individual and group sessions available. Feel free to message me to discuss your specific needs before booking.

Location

Use Ctrl + wheel to zoom!

At student's location :

Around Casablanca, Morocco

Around Rabat, Morocco

At teacher's location :

Paris, France

Madrid, Spain

Montreal, QC, Canada

Luxembourg

Online from France

About Me

I'm a State Engineer specializing in data analysis, scientific computing, and applied mathematics, with 6+ years of professional experience using Python, R, and statistical modeling in real-world engineering projects. I completed my undergraduate preparation in CPGE (Classes Préparatoires) before graduating with a State Engineering degree — the most rigorous academic track in Morocco.
I tutor in English, French, and Arabic, and I adapt every session to the student's exact level and goals — whether that's a high school student struggling with math, a university student learning Python for the first time, or a professional wanting to automate their Excel workflow.
My approach is practical: no unnecessary theory, real examples, real code, real results. Students don't just understand the material — they leave knowing how to use it.

Education

🎓Engineer in Water Resources Engineering, IAV Hassan II (specialized in AI and modeling for natural resource management)
🎓Preparatory Classes for Grandes Écoles – Major in Mathematics, Physics, and Engineering Sciences
🎓High School Diploma – Mathematical Sciences (with honors)

Experience / Qualifications

💼Engineer and developer of AI models for water and natural resource management
💼Experienced tutor in mathematics, physics, and programming (Python, R, C, MATLAB, JavaScript) for high school and university students
💼Support for students in SQL database management and data analysis using Python/R
💼Assistance with problem-solving techniques, exam preparation, and stress management to help students perform under academic pressure.

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

The class is taught in

French

English

Arabic

Skills

Statistics

Python

Computer programming

Reviews

Availability of a typical week

(GMT -04:00)

New York

At teacher's location and via webcam

At student's home

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

SAT / GRE / GMAT Math Preparation — Score Higher with an Engineer's Approach

38.3 € /h

Preparing for the SAT, GRE, or GMAT math sections and want to stop losing points on problems you actually know how to solve?
This course is built around one goal: getting you the highest possible score on test day, in the shortest time, with the least wasted effort.
I'm a State Engineer (IAV Hassan II) with a CPGE background in Mathematics and Physics — the most rigorous math preparation track in the Moroccan system. The math on these standardized tests is well within that level, which means I don't just know how to solve these problems — I know multiple ways to solve them, and I'll teach you the fastest and most reliable one for exam conditions.

What's covered — by exam:
1-SAT Math

- Heart of Algebra (linear equations, systems, inequalities)
- Problem Solving & Data Analysis (ratios, percentages, statistics)
- Passport to Advanced Math (quadratics, functions, polynomials)
- Additional Topics (geometry, trigonometry, complex numbers)
- Calculator vs. no-calculator strategy

2-GRE Quantitative Reasoning

- Arithmetic and number properties
- Algebra and coordinate geometry
- Data interpretation and statistics
- Quantitative comparison strategy
- Time management under pressure

3-GMAT Quantitative / Focus Edition

- Problem Solving and Data Sufficiency
- Data Insights section
- Elimination strategies for tricky wording
- Pacing and guessing strategy

My teaching approach:
Standardized math tests are not about being good at math — they're about recognizing patterns, avoiding traps, and managing time. I teach you both: the actual math and the test-taking strategy that separates a 650 from a 750 on the GRE, or a 680 from a 780 on the SAT.
Every session is personalized. We start with a diagnostic — I identify exactly which question types are costing you the most points — then we build sessions around fixing those specifically. No wasted time on things you already know.

Who this is for:

Students targeting top universities in the US, UK, or Europe (SAT)
Professionals applying to MBA or graduate programs (GMAT / GRE)
Anyone who feels "stuck" at a score plateau and needs a structured push
Students with strong school math who just need to learn the test format

What I offer:

Diagnostic session to assess your current level and target score gap
Personalized session plan based on your exam date and weak areas
Practice problems with detailed step-by-step breakdowns
Timed mock drills to build exam-day confidence
Available for intensive short-term prep (2–4 weeks) or longer structured programs

Microsoft Excel, Word & PowerPoint — From Basics to Professional Level

21.35 € /h

Microsoft Office skills are expected in almost every professional environment — yet most people have never been properly taught how to use these tools efficiently.
This course covers Word, Excel, and PowerPoint at whatever level you need, from basic document formatting to advanced Excel functions and automation.
Excel (most popular):

Formulas and functions (VLOOKUP, INDEX/MATCH, IF, SUMIFS, and more)
PivotTables and data analysis
Charts and professional dashboards
Macros and VBA automation — eliminate repetitive tasks entirely

Word: Professional document formatting, styles, tables, mail merge
PowerPoint: Clean, professional presentation design and structure
This is a hands-on course — we work directly on your files and your real-world tasks, not generic exercises. You'll leave each session knowing exactly how to apply what you learned to your actual work.
Ideal for students, job seekers, administrative professionals, and anyone who wants to stop wasting time on manual work.

4.85

(13)

Hello, I am a doctoral student in electrical engineering and associate professor in engineering sciences, experienced in the field of electrical engineering, I offer support courses in the subjects of engineering sciences (Electronics, automatics, electrical engineering, automation, programming).

Digital electronics
Analog electronic
electromagnetism (propagation of high frequency waves)
Automatic (continuous, sampled)
electrical engineering (transformers, electrical machines, switching power supply)
C / c ++ programming, Assembler, ARM, STM32
renewable energy (wind, PV)
engineering Sciences
RDM
Python,VHDL
PIC Microprocessor and Microcontroller
Signal processing and data acquisition
Engineering Sciences

These courses allow the student to get up to speed and regain confidence in all scientific subjects, just as they prepare him effectively for the Baccalaureate, the Preparatory Classes or various examinations of the engineering classes.

COURSE OBJECTIVES AND PEDAGOGICAL APPROACH

Resumption and deepening of fundamental concepts through exercises with course reminders.

Put the student in a situation of questioning and research.

Respond to individual issues and questions

Exercise training in order to achieve real mastery of the content.

Learn to build theoretical reasoning from observable facts or hypotheses.

Specific preparation for higher education requirements (in-depth content, increase in work capacity, enrichment of scientific background)

This educational approach is effective since it has often led me to interesting results with my students.

Associate professor provides support courses in electrical engineering

Salah

4.85

(13)

As a teaching professional, I have always enjoyed sharing my knowledge. My goal is to provide quality education. I am aware that some topics may seem complex, but often this is simply the result of an inadequate explanation by the teacher. With me, you will discover a real interest in the material!

We strive together to achieve academic excellence, overcoming the shortcomings and difficulties encountered by your child. Studies will become a pleasant experience for him. In addition to the courses, I can also help with school orientation, identifying their preferences and highlighting the advantages and benefits of a fulfilling educational ambition.

The sessions generally take place according to the following stages:

1️⃣ The first sessions are devoted to the assessment of the student's level in order to detect existing gaps.

2️⃣ Next, we create a personalized plan to address these gaps, including the number of hours of work needed, specific areas to focus on, and appropriate training and development exercises.

3️⃣ We stay in constant contact with the student's class teacher, to keep up to date with the latest requirements and ensure a consistent approach.

4️⃣ Subsequently, I provide exams similar to those that are likely to be asked in class, to prepare the student effectively.

5️⃣ Upon request, I write a regular report, usually monthly, to keep parents informed of their child's progress throughout their course.

I adapt my methodology according to the specific needs of each student, thus offering them a personalized and adapted work approach.

In addition, I offer crash courses for students preparing for the start of the school year, allowing them to start the year well prepared, with a solid lead on the school curriculum.

If you have any questions, do not hesitate to contact me. I will be happy to help you.

Jerome

4.85

(13)

Doctor in cognitive psychology graduated from the University of Strasbourg, holder of a master 2 of research in Biology and a master 2 professional in scientific communication, I propose courses of statistics (descriptive and inferential, theoretical and applied it is according to your requests) with a pedagogy and methodologies rigorous and personalized according to your needs and your potentialities. My courses are divided into 3 possible approaches: 1 / Theoretical courses / methods and practice 2 / Help with data analysis 3 / Through a scientific popularization approach and a rigorous and effective method (references available) to answer to the expectations of the students and to reach or exceed the objectives set, my courses are easy to understand and appropriate. I propose in addition a training on varied and targeted exercises as well as annals of examination to optimize your preparation. Thus, what seems complex, abstract and incomprehensible to you will become concrete, and you will be able to answer questions without hesitation. I also integrate a coaching method to optimize the learning and training necessary to pass the university exams in statistics.

My courses are aimed at students in psychology or from other courses (university, medicine, engineering schools, BTS, MBA, Business School, Business School, international finance, etc.) wishing to optimize their performance and grades in exams and competitions.

Teacher and trainer at the Ecole Polytechnique, at the Universities of Strasbourg and Paris 8, ESSEC Business School, ISTH, IONIS Education Group, EEEA, Institut Tocqueville etc.

I receive many requests from students at Paris 8 University (IED or not) Paris 5 and Nanterre because I am very familiar with the program and the expectations of the exam jury.

Oliver

4.85

(13)

When I was a young child, I believed I was not a mathematical person.

It wasn't until I met an amazing teacher at age 15 that I discovered my mathematical genius and my life was changed forever.

I'm eternally grateful to that teacher.

My teacher knew that self-image and self-belief is the key to unlocking your child's mathematical abilities.

Everyone is good at maths, but we all have different styles of thinking.

Bad teachers teach every child the same way.

My job is to find your child's style of mathematics and allow him to discover that for himself.

When he discovers that, he will begin to enjoy the beauty and power of mathematics...and then you will see as the grades begin to soar.

👉Click the blue "Contact Oliver" button above and let's discuss how we can unlock your child's mathematical talents! 😊

Damien

4.85

(13)

I 'am specialize in tutoring math for school and help for doing howemork ards or preparing for exams.. My goal is to keep students challenged and well prepared for their exams but no overwhelmed.After explaining the lessons not understood by the student, we move on to the exercises and then we end with devoirs of houses to be realized to deepen the concepts discussed. I teach more in french and rarely in english.

Hamza

4.85

(13)

I hold a PhD in Mathematical Physics (Theoretical Physics), and I specialize in providing educational support lessons in physics and mathematics. I provide my services to high school and university students, and I have the ability to teach in French, Arabic, and English.

Thanks to my eight years of experience in providing private lessons, I have developed a flexible teaching methodology that adapts to the needs of each individual student. With my experience of more than six years as a professor within the French Mission Program, I have mastered the requirements of this educational system and its special methods. My experience in the field of entrance examinations for graduate schools constitutes an additional advantage for students wishing to continue their studies in prestigious educational institutions.

My passion for physics and mathematics and my strong academic background enable me to explain complex concepts in a clear and understandable way. My goal is to develop students' understanding academically and build their self-confidence, helping them reach their full potential.

I am committed to providing high-quality education, tailored to each student's pace and learning styles, and I strongly believe that every student can excel with the right guidance and support.

Wissam

4.85

(13)

Doctor trainer in IT teaches you step by step how to design mobile applications for the Android system: Interface screen, access and storage of data, access to system services, management of notifications, Reading sensors, design of widgets, optimization.
Notes: I teach the course, and I also support you at the development level (proposals, advice, debugging errors).

Aniket

4.85

(13)

- B.tech and M.tech in Computer Science
- Worked as a Software engineer in Virtusa Corp & DIGIDEZ
- More than 6 years of teaching experience
- Oracle Certified Developer
- Helped students placed in FAANG

Featured Review :
Been trying to learn Java on my own for about 1 year and I couldn't get a grasp on it. Aniket make learning Java a fun experience and challenges you to think for yourself to reinforce the concepts you've learned. I am truly excited for our meetings and he makes time go by so fast that I'm upset when they end. Great teacher and he is genuinely passionate about your success. If I could give him more stars I would!!!

Thanks
Aniket

Youssef

4.85

(13)

doctoral student in engineering sciences provides support courses in analog and digital electronics at any DEUG level and engineering schools. having scientific and technical knowledge, three years of experience in the field of teaching, pedagogy and a sense of listening and analysis, I am able to help pupils and students and train them in the chapters of which they are having difficulty. for more info please contact me

Join

4.85

(13)

Are you looking to deepen your knowledge of physics or master advanced techniques in Python programming? This course is designed to help you achieve a level of academic and technical excellence, whether you are a high school student, university student or professional looking to develop your skills.

With an interactive and effective teaching approach, you will benefit from personalized support to overcome obstacles, grasp complex concepts and improve your performance. Whether it is to succeed in difficult exams, high-level competitions or to create powerful applications in Python, this course will provide you with all the tools necessary to achieve your goals.

🎯 Why Choose This Course?
Advanced and Expertise Level: In-depth content and effective methodology to master complex topics in physics and programming.
Personalized Courses: Sessions adapted to your needs, your pace and your level.
Interactive Online Learning: Dynamic online courses with screen sharing and audio interaction for enjoyable and engaging learning.
Concrete Projects and Practical Applications: Development of practical projects to implement theoretical concepts.
Intensive Preparation for Exams and Competitions: Rigorous training with complex exercises and exam simulations to guarantee your success.
Flexibility and Comfort: Learn from home, according to your schedule, without having to travel.

🔬 Advanced Physics – From High School to University
This module offers a complete and in-depth program to prepare you for demanding secondary school exams, preparatory classes and scientific university courses:

1. Secondary Physics (High School and Preparatory Classes)
⚙️ Classical Mechanics: Kinematics, dynamics, Newton's laws, energy and work, oscillations.
🌊 Waves and Vibrations: Wave propagation, interference, diffraction, acoustics.
⚡ Electricity and Magnetism: Electric circuits, electrostatics, magnetostatics, electromagnetic induction.
🔦 Optics: Geometric optics (lenses, mirrors), wave optics (interference, diffraction).
🌡️ Thermodynamics: Laws of thermodynamics, thermodynamic cycles, entropy, changes of state.

2. University and Advanced Physics
🔄 Analytical Mechanics: Lagrangian, Hamiltonian, and generalized coordinates.
🌐 Advanced Electromagnetism: Maxwell's equations and the propagation of electromagnetic waves.
🧪 Quantum Physics: The postulates of quantum mechanics, the wave function, and the Schrödinger equation.
☢️ Nuclear and Particle Physics: The structure of the nucleus, radioactivity, and fundamental interactions.
🌌 Special Relativity: Lorentz transformations, time dilation, and length contraction.

3. Intensive Preparation for Exams and Competitions
📘 Scientific methodology: Learn to analyze statements, structure responses and write clearly and precisely.
📝 Application exercises and past papers: Intensive training to master the concepts and pass your exams.
🔎 Solve complex problems with detailed explanations and effective strategies.
⏰ Time management: Practical tips to improve your time management during exams.

🐍 Advanced Python Programming – Focused on Efficiency
This module will teach you how to program efficiently and effectively in Python, with an emphasis on best practices and advanced techniques:

1. Mastering Advanced Concepts in Python
🔠 Advanced Syntax and Best Practices: Deepening of Python concepts.
📦 Object-Oriented Programming (OOP): Abstract classes, interfaces, and design patterns in Python.
🔄 Functional Programming: Using lambda, map, filter, reduce, generators and iterators.
⚡ Asynchronous Programming: Implementing asyncio for fast and responsive applications.
🧪 Unit Testing and Code Quality: Use of pytest, code coverage, and CI/CD.

2. Performance Optimization
🚀 Algorithm Optimization: Analysis of algorithmic complexity and use of efficient data structures.
⚙️ Profiling and Debugging: Performance evaluation with cProfile and code improvement.
🔒 Security and Robustness: Writing secure code and handling exceptions appropriately.
3. Practical Projects and Advanced Applications
🌐 Web Applications: Building high-performance web applications using Flask and FastAPI.
📊 Data Science and Machine Learning: Exploitation of Pandas, NumPy, Scikit-learn and TensorFlow.
🕸️ Advanced Web Scraping: Complex data extraction using BeautifulSoup and Selenium.
🤖 Automation and Efficient Scripts: Automation of tasks and development of efficient scripts.

🧑‍🏫 Methodology and Pedagogical Approach:
Learning by doing: Each theoretical concept is directly implemented through practical exercises.
Interactive Online Teaching: Using audio and screen sharing for seamless communication and dynamic learning.
Personalized monitoring: Regular support to assess your progress and answer all your questions.
Concrete projects: Development of complete projects to apply your programming skills.
Motivation and Confidence: A positive and encouraging approach to build your confidence in your abilities.

🎓 For whom?
This course is intended for:

- High school and preparatory class students who aspire to academic excellence.
- University students in science and computer science wishing to deepen their knowledge.
- Candidates for scientific competitions who are preparing for physics and programming tests.
- Developers looking to improve their advanced Python skills.
- Researchers and engineers who use Python for complex scientific applications.

🔔 Register now! Don't miss the opportunity to master advanced physics while developing skills in optimized and efficient Python. Join our program "🚀 Advanced Courses - 🔬 Physics from High School to University & 🐍 Advanced Python Programming Focused on Efficiency!" and progress at your own pace with confidence and motivation!

Francisco

4.85

(13)

Welcome to my Programming Projects Support class!

Are you facing hurdles with your programming projects? Let's tackle them together!

As a Geophysics PhD student, I rely heavily on programming tools like Matlab, Python, and R for data analysis, mathematical modeling, plot results and much more.

After a lot of requests from students I created this course which is specifically meant to give you support completing your final programming projects.

Here's what you can expect:

- We'll review your project's background and requirements.
- Analyze your coding progress and identify areas for improvement.
- Collaborate to overcome obstacles, debug your code and advance your project.
- Tailored sessions based on your project's complexity and your skill level.

Whether you require a single session or a series of in-depth consultations, my goal remains the same: to help you break through programming barriers and achieve your goals.

Ready to level up your programming skills? Let's get started!

Please note:
This is a support course only ! While I'm here to guide you, the project's success lies in your hands and I will not finish your project for you.

Boris

4.85

(13)

Programming for Kids is a course targeted for kids aged 8-16 who want to explore the world of computer programming and learn in a fun, visual way. Suitable for both complete beginners and kids who have some prior knowledge from school.
The course can be taught with either Python, C#, or C++, depending on the kid's needs. The topics, projects and homework will be similar regardless of the programming language chosen, and they will be tailored to the kid's age and level. To keep the process engaging for the kid, there will be fun, visual projects like creating a simple game, and all fundamental concepts will be taught in that context. The general structure of the course is as follows:

--- Part 1: Programming Fundamentals

1. What is programming?
2. Variables
3. if, else
4. Arrays
5. /// Exercise / Project
6. Loops: for, while
7. Strings
8. Functions
9. /// Exercise / Project

--- Part 2: Object-Oriented Programming (OOP)

1. Class, Object
2. /// Exercise / Project
3. Methods, Members, public/private, Constructor/Destructor
4. /// Exercise / Project
5. Inheritance
6. Abstract class, Interface, Polymorphism
7. /// Exercise / Project

Abdullah

4.85

(13)

I have been tutoring kids in A-level Statistics for several years now. Having completed A-level Statistics myself and studied it in my degree at UC3M, Madrid, I have developed a strong passion for this subject. Over the years, I have been assisting kids with their A-level exams.

Based on individual needs, our sessions can involve reviewing school materials, working on homework together, or focusing on exam preparation. With access to past papers, we can effectively practice and improve our skills for the subject. Practice makes perfect, after all!

I look forward to hearing from you and embarking on this learning journey together!

Clayton

4.85

(13)

I offer private computer and programming lessons from basic to upper-intermediate level:

✔ Python – The easiest language to learn if you are a beginner, and in high demand.
✔ C – Learn the father of them all, memory management, arrays, compilation, and very close to the machine.
✔ Git – The most important thing in teamwork.
✔ ML Statistics – Understanding the process of training models to see predictions.
✔ Databases and SQL – Design, optimization and advanced queries.

I am a professional with more than 5 years of experience in IT.

Classes can be taught in Spanish or English and can be done online, at my home, or I can travel to you depending on the student's location and preference.

Meriem

4.85

(13)

Are you stuck on math? That's normal — and it's fixable.

As an experienced teacher, I teach all levels in Paris and via video conference.

My method:
- Go back to basics without judgment, build intuition, and make math logical rather than mysterious.

- Each student leaves with their own record of the lesson.

Whether you're aiming for the brevet, the baccalaureate or competitive exams, we'll move forward together at your pace until you achieve the results you deserve.