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Since September 2025
Instructor since September 2025
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The first lesson of statistics (sets and sample space for a random experiment)
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From 19 C$ /h
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First statistics lesson
It includes a study of sets and sample space for random experiments, and various operations of intersection and union of sets, as well as a study of different events, discordant events, impossible events, and certain events, as an initial study for beginners in knowledge of statistics.
Extra information
High school or university student
Location
location type icon
Online from Egypt
About Me
Welcome
I am Dr. Ghada, PhD in Engineering
I have a great passion for teaching and I have taught for 20 years, basic engineering subjects such as statistics and operations research. I also have experience teaching mathematics to different grades up to the general year.
Education
Zagazig University
Industrial Engineering
PhD in Industrial Engineering
MSc in Industrial Engineering
BSc in Mechanical Engineering, Department of Industrial Engineering and Production
High School Diploma from the Arab Republic of Egypt
Experience / Qualifications
20 years of university teaching experience in statistics, operations research, production planning, and maintenance.
6 years of experience in online teaching.
Age
Teenagers (13-17 years old)
Adults (18-64 years old)
Student level
Beginner
Intermediate
Advanced
Duration
60 minutes
The class is taught in
English
Arabic
Availability of a typical week
(GMT -05:00)
New York
at teacher icon
Online via webcam
Mon
Tue
Wed
Thu
Fri
Sat
Sun
00-04
04-08
08-12
12-16
16-20
20-24
Teaching statistics starting with studying the sample space of a random experiment and its various operations, as well as studying probabilities and their various theories, as well as studying random variables (continuous or discrete) and functions expressing random variables, as well as studying hypotheses and their various conditions, as requested and determining the content required to be taught to students.
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I have graduated with a degree in chemical engineering from the University of Edinburgh, UK. I am also an Erasmus Mundus scholar with a master's in Analytical Chemistry from Uppsala University. Currently, I am pursuing a PhD in physical chemistry.

I have been tutoring since 2012 to fund my education expenses. I formally began tutoring in 2014 as part of my vocational training as a teacher in Ghana, funded by the University of Edinburgh. The formal training has taught me a lot about curriculum development, time management, and fusing my teaching methodology to my students’ needs. I have been tutoring in Physics, Chemistry, and Math, in person and online; the hybrid model has allowed me to reach out and teach students in 8 different countries. I have successful students from these past nine years who have not only commended my work ethic but can also stand testament to my enthusiasm.

My excellent academic career has nurtured in me a natural talent for teaching. My experiences have taught me how to tackle one problem at a time, and I believe that using this approach—paired with my unconventional examples that force students to think outside the box—I can truly provide an excellent understanding and explanation. My teaching methodology is based on two main things: skill development and adaptation. Initially, I create a skeleton of the most suitable methodology tailored to the preferred curriculum, after which, I adapt that lecture to the specific needs of the student based on their knowledge and grasp of the concepts. Second, I like to develop analytical and scientific ability along with knowledge in my students, and for that, I use a combination of resources in the form of worksheets, class tasks, and past papers. Last, I believe in the strong ethic of providing feedback to the parents, so that they are aware of their child’s progress.

Frequently Asked Questions:
Which subject(s) do you teach?
I teach math, mechanics, statistics, chemistry and physics. I also teach biology up to GCSE level.

When are you available? My timetable is quite flexible. I am happy to work weekdays, week evening and weekends.

Which ages and levels do you teach? The majority of my students are between the ages of 10-18, but I also teach college Students. I am also helping foundation and first year university students.

Which qualifications do you prepare your students for? GCSE, IGCSE, A/S-level, A-level, IB, School entrance exams and SATs

Describe your arrangements for online tutoring? I use Zoom online sessions since it has many tools and features specially designed for interactive and visual learning. I am fully equipped with modern gadgets for e-learning. I use Google drive and docs to share files.
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Master the mathematics curriculum and approach your final exams with absolute confidence.

The first year of secondary school is a crucial step towards obtaining your diploma and preparing for higher education. This tailored online course is designed to guide you step by step towards excellence, whether you are in Classical Secondary Education (ESC) or General Secondary Education (ESG).

What we will cover:

In-depth analysis: Study of functions, differential and integral calculus, numerical sequences (notions of limits and asymptotic behavior).

Algebra and Geometry: Complex numbers, geometry in space, systems of equations.

Probability and Statistics: Combinatorics, probability laws, and conditioning.

My methodology:
As a university professor and mathematician, my teaching approach goes beyond simply applying formulas. I emphasize a deep understanding of concepts and rigorous reasoning.

Initial assessment: Identifying your weaknesses and strengths.

Clear and structured explanations: Simplification of abstract concepts through concrete examples.

Intensive training: Solving typical exercises and past papers from the Luxembourg final exam.

Preparation for higher education: Introduction to the working methods required to succeed at university (engineering schools, preparatory classes, faculties of science or economics).

Who should attend ?
For final year (1st year) students in Luxembourg who wish to consolidate their foundations, significantly increase their average, or aim for excellence to enter selective programs.

Format:
Interactive online course with screen sharing, clear visual support, and review materials provided after each session.
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Mathematics, statistics, and data analysis become much easier when formulas, reasoning, computation, and real-world interpretation are connected clearly.

I am a PhD-qualified engineer, university professor, researcher, and multidisciplinary tutor with more than 30 years of experience in teaching, quantitative methods, mathematical problem solving, statistical analysis, research, engineering, data analysis, and professional decision support.

This class provides a structured and personalized learning pathway for school and university students, graduate researchers, engineers, professionals, and adult learners. Depending on your goals, we can focus on one specific area or connect several areas into a coherent program.

MATHEMATICS
• Arithmetic, fractions, ratios, percentages, and mathematical foundations
• Algebraic expressions, equations, inequalities, and systems
• Functions, graphs, and transformations
• Geometry and analytic geometry
• Trigonometry
• Precalculus
• Limits and continuity
• Differential calculus and applications
• Integral calculus and applications
• Sequences and series
• Multivariable calculus
• Linear algebra, matrices, vectors, and systems
• Differential equations
• Numerical methods
• Applied and engineering mathematics

STATISTICS, PROBABILITY & ECONOMETRICS
• Descriptive statistics
• Probability rules and probabilistic reasoning
• Conditional probability, independence, Bayes’ theorem, and counting methods
• Expected value, variance, covariance, and properties of common probability distributions
• Random variables and probability distributions
• Sampling and sampling distributions
• Confidence intervals
• Hypothesis testing
• Correlation and regression
• Multiple regression
• ANOVA, ANCOVA, and MANOVA
• Nonparametric methods
• Multivariate statistical analysis
• Econometrics and quantitative methods
• Time-series analysis and forecasting
• Mediation and moderation analysis
• Statistical modelling and predictive analysis
• Econometrics
• Multiple regression
• Time series
• Forecasting
• Mediation/moderation
• Predictive analysis


DATA ANALYSIS & VISUALIZATION
• Data organization and quality assessment
• Data cleaning and preparation
• Data transformation, filtering, grouping, merging, and reshaping
• Relationships between variables and graphical/statistical diagnostics
• Missing values, duplicates, inconsistencies, and outliers
• Exploratory data analysis
• Summary tables and analytical reporting
• PivotTables and aggregation
• Data visualization and appropriate chart selection
• Trend and pattern analysis
• KPI development and performance analysis
• Dashboard concepts and decision-support reporting
• Research and survey data preparation
• Interpretation and communication of analytical findings

Depending on your needs, practical work may involve Excel, SPSS, Stata, R, SAS, Power BI, SQL, Python, or other relevant analytical tools. Software is never treated as a substitute for understanding: I explain the reasoning behind the method, the assumptions involved, the meaning of the output, and how to verify whether the conclusion is sound.

My teaching approach follows a clear progression:
understand the problem → identify the appropriate concept or method → develop the reasoning → calculate or analyze → verify the result → interpret it → communicate the conclusion

We can work with your course syllabus, textbook, representative exercises, exam topics, dataset, statistical output, research question, spreadsheet, dashboard, engineering application, or professional analytical problem.

Whether you are rebuilding mathematical foundations, preparing for an examination, studying advanced calculus, learning statistics, conducting econometric analysis, interpreting research data, or developing practical analytical skills, I will adapt the sessions to your level, objectives, and pace.

My goal is not merely to help you obtain an answer, but to help you understand the reasoning, choose appropriate methods, verify results, interpret findings correctly, and solve new problems independently.
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Currently in Master 2 of Random Modeling at the University of Paris Cité, after a rigorous research Master focused on dynamic systems, I dedicate my expertise to Bachelor (L1, L2, L3) and Master (M1) students facing the demands of scientific and economic fields.

Objective: Zero obstacles. A targeted support system to help you pass your exams and entrance exams.
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Personalized tutoring for all levels

Do you need help to better understand a subject, prepare for an exam, organize your studies, or simply gain confidence in your learning?

I am a university professor and educational psychologist with extensive teaching experience, and I offer personalized support classes for students of all levels.

My goal is not simply to help you memorize content, but to help you understand what you study, develop learning strategies, and gain autonomy and confidence.

Every student learns differently. That's why classes are tailored to your level, pace, needs, and goals.

🎓 How can I help you?
Understand and reinforce academic content.
Prepare exams and assessment tests.
To resolve specific doubts and difficulties.
Improve written and oral expression.
Organize your studies and plan your academic work.
Develop learning techniques and strategies.
Prepare papers, presentations, and projects.
Improve reading comprehension and analytical skills.
Retrieve content and consolidate knowledge.
Gain greater confidence and autonomy as a student.
🧠 An approach based on how each student learns

My training as an educational psychologist allows me to pay special attention not only to what you need to learn, but also to how you learn best.

We will work in a practical, clear and progressive way, identifying the difficulties and looking for strategies that really work for you.

The classes are aimed at both students who need academic support and those who wish to improve their performance and achieve more ambitious goals.

💻 Online classes, personalized and adapted to each student.

If you want a teacher who combines university experience, psychopedagogical training and a personal touch, I'd be happy to help you achieve your academic goals.

Personalized Tutoring for All Levels

Do you need help understanding a subject, preparing for an exam, organizing your studies, or simply becoming more confident in your learning?

I am a university professor and educational psychologist, with extensive teaching experience, and I offer personalized tutoring for students of all levels.

My goal is not simply to help you memorize information, but to help you understand what you are studying, develop effective learning strategies, and become a more confident and independent learner.

Every student learns differently. That is why each class is adapted to your level, pace, needs and individual goals.

🎓 How can I help you?
Understand and reinforce academic content.
Prepare for exams and assessments.
Resolve specific questions and learning difficulties.
Improve written and spoken communication.
Organize your studies and plan your academic work.
Develop effective study and learning strategies.
Prepare assignments, presentations and projects.
Improve reading comprehension and analytical skills.
Review and consolidate previously studied material.
Build greater confidence and independence as a learner.
🧠 A learning approach adapted to you

My background as an educational psychologist allows me to focus not only on what you need to learn, but also on how you learn most effectively.

We will work in a practical, clear and structured way, identifying difficulties and developing strategies that genuinely work for you.

These classes are suitable both for students who need academic support and for those who want to improve their performance and achieve more ambitious academic goals.

💻 Online classes, fully personalized and adapted to each student.

If you are looking for a teacher who combines university teaching experience, educational psychology expertise and a supportive, student-centered approach, I would be delighted to help you achieve your academic goals.
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Interpreting the Holy Quran, its scientific miracles, monotheism, contemplation, and understanding the reasons for the revelation of verses will help you acquire strong linguistic skills and strengthen your faith.
For example, we all memorize Surah Al-Ikhlas, but few know its meaning.
The word "Samad" refers to something solid and without a cavity, so it has no need to eat or drink.
He is also the one meant in fulfilling people’s needs. That is, if we want a need, such as healing, wealth, or knowledge, we turn to God Almighty to fulfill our need, as Zechariah, peace be upon him, did, despite his old age and his barren wife, so the means for humans were cut off, but he supplicated to God in secret, so He gave him his request and comforted him.
No matter how many reasons are cut off from you, God's door is always open, so rejoice in good tidings.
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I provide bespoke, one-on-one A-level Maths and Further Maths tuition focused on strategic problem-solving and rigorous exam preparation. As a former university lecturer and researcher, I have extensive experience guiding students through complex mathematical concepts and helping them secure top grades.

I adapt my teaching to all major UK exam boards and utilise digital whiteboards for highly interactive, real-time collaboration. Rather than relying solely on generic textbooks, I design custom mock exams and targeted worksheets tailored exactly to your syllabus and areas for improvement.

Whether your primary goal is achieving top A-level results or you require elite preparation for competitive university admissions exams such as the TMUA, MAT, or STEP for institutions like Oxford, Cambridge, and Imperial College, I provide the structured environment you need to succeed.
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Whether you're in a preparatory class for engineering schools (scientific track or business school), a bachelor's degree, an engineering school, or a master's program, higher-level mathematics moves quickly, and a poorly understood concept can hold you back from an entire chapter. This course is designed to help you truly understand, and then master, the material.

Graduate engineer from CentraleSupélec, eligible for the agrégation option probability-statistics (2026), I am preparing a doctorate in AI applied to automation and I have taught more than 400 hours at the university.

Each session is tailored to your needs: questions from the week, practice exams or midterms to prepare for, or a particularly challenging exercise. I begin with intuitive approaches (diagrams, concrete examples, sometimes a Python simulation), then we move on to more rigorous methods: definitions, key proofs, and the writing style expected in competitive exams. You then work through progressively challenging exercises and leave with a summary of the methods.

Areas of expertise: analysis, linear algebra, probability, statistics, financial mathematics and mathematical foundations of machine learning.
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