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Since February 2025
Instructor since February 2025
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Biostatistics and Multivariate Analysis (R, XLstat, XL, Past software)👩‍💼🌠📊📈Decoding Data to Better Understand Science
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From 26.65 C$ /h
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This course provides an in-depth introduction to biostatistical methods and multivariate analyses applied to environmental and biodiversity sciences and biology. It aims to equip participants with the tools needed to analyze and interpret complex data from ecological studies, with an emphasis on the practical application of statistical methods.

The topics covered include:
✅ The basics of biostatistics (descriptive statistics, hypothesis testing, statistical inferences)
✅ Multivariate analysis methods (ACP, AFC, RDA, CCA, etc.)
✅ The use of specialized software (R, Python, or others) for visualization and interpretation of results
✅ The application of statistics to biodiversity studies and community ecology

Through case studies and practical work, participants will learn how to manipulate real data and extract relevant information for decision-making in environmental sciences. This course is intended for students, researchers and professionals wishing to strengthen their skills in data analysis applied to biological and ecological sciences.
Location
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Online from Algeria
About Me
Passionate about the environment and biodiversity. I have a PhD in environmental sciences and am an expert in the study of planktonic populations (phytoplankton and zooplankton), especially taxonomy and morphological and molecular species identification. Through my research and international experiences in France and Spain, I have developed advanced expertise in data analysis and plankton taxonomy, water quality, ecotoxicology, the functioning of aquatic ecosystems, biostatistics, bioinformatics, ecology, environment and sustainable development.

In parallel with my scientific work, I have a great interest in teaching and sharing knowledge. Having acquired a solid command of French, Arabic and English, I wish to support learners in their linguistic journey through an interactive and immersive approach. My goal is to make language learning accessible, stimulating and adapted to the needs of each individual.
I worked for 4 years as a part-time teacher at the university, in the faculty of medicine and biology. I also have more than 3 years of experience in teaching support courses in foreign languages, mathematics, physics and science for students.
In addition, I provide training in the identification of freshwater plankton and taxonomy, as well as in bibliographic research and the use of Mendeley and EndNote software, writing scientific articles, etc. I have also provided training and freelance work in statistical analyses applied to ecology and biology.
Education
Doctor of Biology, Specialty: Biodiversity and Ecosystem Management
State environmental engineer
Master in Environmental Sciences
Biostatistics
Taxonomy
Biology
Experience / Qualifications
Part-time lecturer at the university (4 years) – Faculty of Medicine and Biology.
Experience in teaching and educational support: more than 3 years of support courses in foreign languages (French, Arabic, English), mathematics, physics and science for students.
Expertise in taxonomy and identification of freshwater plankton, with specialized training.
Advanced skills in statistical analysis applied to ecology and biology, with use of specialized software (R, Past, XLstat, XL, Rstudio, Python).
Experience in bibliographic research and reference management with Mendeley and EndNote.
Writing and publication of scientific articles.
International research experience (France and Spain), participation in conferences and scientific publications.
Passion for teaching and knowledge transmission, with a training project in data analysis and plankton identification.
Age
Teenagers (13-17 years old)
Adults (18-64 years old)
Seniors (65+ years old)
Student level
Beginner
Intermediate
Advanced
Duration
60 minutes
90 minutes
120 minutes
The class is taught in
French
Arabic
English
Availability of a typical week
(GMT -04:00)
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
Dive into an immersive and dynamic learning experience with my trilingual language course! Whether you are a beginner or want to improve your level, this program will guide you step by step in mastering French, Arabic and English.
Through an interactive approach, you will develop your skills in comprehension, oral and written expression, while discovering the cultural subtleties of each language. Our fun and practical methods include games, dialogues, role-playing and multimedia supports for effective and motivating learning.

Join me and open the doors to a world without borders by becoming a polyglot with ease and confidence!
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The Blue Science course offers a complete immersion in the study of aquatic ecosystems, addressing their dynamics, functioning and biodiversity. Intended for students, researchers and environmental science enthusiasts, this program explores the complex interactions between aquatic organisms and their environment, integrating modern approaches to taxonomy, ecology and natural resource management.

Topics covered:
✅ Functioning of aquatic ecosystems: trophic structures, biotic and abiotic interactions, biogeochemical cycles.
✅ Population and community dynamics: ecological mechanisms, response to environmental changes, functional approach to ecosystems.
✅ Taxonomy and identification of plankton: phytoplankton and zooplankton, key role in water quality, classification and identification methods.
✅ Bioindication and biomonitoring: use of aquatic organisms as indicators of environmental quality.
✅ Impacts of human activities and climate change: eutrophication, pollution, conservation and restoration of aquatic ecosystems.
✅ Methods for studying and analyzing aquatic ecosystems: field and laboratory techniques, statistical analyses and ecological modeling.

Through an approach combining theory, case studies and practical exercises, this course offers comprehensive and applied training to understand and protect aquatic environments, essential to biodiversity and maintaining ecological balances.
Read more
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A highly experienced Franco-Belgian teacher (ook in het nederlands!) offers private lessons in mathematics (including finance), probability and statistics, as well as physics, chemistry, and biology for secondary and higher education levels. For physics, chemistry, and biology, the instruction is tailored to the secondary level, specifically up to the 5th year of secondary education in Belgium.

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Are you looking for help with statistics or data analysis?
To prepare for an exam, accomplish a coursework, a bachelor's, master's or doctoral thesis?

I have a PhD title in physics and have been teaching statistics for 10 years. I have already helped more than 150 students succeed.

I make the lecture material more understandable using concrete examples. I correct papers, explain the best methods to solve tasks or put up my own exercices to achieve the necessary level.

I help in interpreting the output of common statistical programs (R/RStudio, Jamovi, Jasp) or in carrying out entire analyses.

I am an affable character and am completely committed to one goal: the success of the student.
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With over 12 years of experience teaching mathematics

in high school, I offer math support lessons.

Class description: As a highly qualified mathematics teacher, graduated from the teachers' college and with 11 years of teaching in public high schools, I offer tutoring courses in mathematics at home.

My courses are aimed at students in the 2nd and 1st general classes, Terminale specialty of the French system, as well as for the 5th, 4th and 3rd levels of the college. T and Common Core Sciences, Technological TC, 1st Bac Experimental Sciences, final year of all sectors (SVT-PC-SC.Math-L),

My primary objective is to help students improve their level, deepen their knowledge, fill their gaps and improve in the discipline of mathematics. I also offer support in the preparation of exams and competitions for access to major schools, as well as homework help for overall success in the subject.

With my advanced math skills, I am committed to providing effective tools and techniques to help my students progress. My interactive, student-centered teaching approach allows for a deeper understanding of mathematical concepts and practical application of acquired knowledge.

By choosing my mathematics tutoring courses, students can expect individual attention and personalized help to overcome their difficulties and achieve their goals. I am confident in my skills to help students of all levels progress and succeed in this demanding subject.

My dynamic and stimulating teaching methods aim to help students acquire self-confidence that will follow them throughout their lives.
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Unlock Your Microsoft Office Potential! Private online classes available in Microsoft Word, Excel, and PowerPoint. Struggling with Microsoft Office? Get personalized help with private online classes in Word, Excel, and PowerPoint. Boost your productivity, create professional documents, analyze data effectively, and design engaging presentations. Learn from the comfort of your home! Inquire today.
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► EXPERT STATISTICS, DATA ANALYTICS, MACHINE LEARNING & AI TUTOR FROM SWITZERLAND
► UNIVERSITY, FOUNDATION, IB, A-LEVEL & INTERNATIONAL SCHOOL SUPPORT

I completed my Master’s degree in Business Information Systems at a Swiss University of Applied Sciences, where my academic background strongly combined mathematics, statistics, data analysis, analytical thinking and problem-solving. This technical and data-oriented foundation shaped the way I teach today: clearly, logically and with a strong focus on real understanding.

For many years, I have successfully supported students in Statistics, Data Analytics, Machine Learning and AI. My main focus is especially on Statistics — from basic descriptive statistics to advanced statistical methods, hypothesis testing, regression, probability distributions and interpretation of results.

I mainly use R for statistical analysis, data handling, visualisation and practical exercises. My goal is not only to help students calculate results, but to make sure they understand what the results mean and how to explain them correctly.

► STATISTICS, DATA ANALYTICS & AI SUPPORT

► STATISTICS & PROBABILITY
I help students understand descriptive statistics, probability, random variables, distributions, sampling, confidence intervals, hypothesis testing, p-values, correlation, regression and statistical interpretation. My lessons focus on explaining the logic behind each method, not just applying formulas.

► APPLIED STATISTICS WITH R
I support students in using R for statistical analysis, data cleaning, visualisation, hypothesis testing, regression models and interpretation of outputs. Students learn how to connect theory, calculation, code and real meaning step by step.

► QUANTITATIVE METHODS & RESEARCH STATISTICS
I help students with statistical methods used in business, economics, psychology, social sciences, science and university research. This includes choosing the correct test, understanding assumptions, interpreting results and presenting findings clearly.

► DATA ANALYTICS & DATA SCIENCE
I support students with data preparation, exploratory data analysis, visualisation, dashboards, summary statistics and practical interpretation. The focus is always on understanding the data and drawing meaningful conclusions.

► MACHINE LEARNING & AI FOUNDATIONS
For students working with modern data topics, I also provide support in the foundations of Machine Learning and AI, including regression, classification, clustering, model evaluation and practical applications. These topics are explained from a statistical point of view, so students understand the logic behind the models.

► UNIVERSITY, FOUNDATION & INTERNATIONAL COURSES
I support students in Statistics, Data Analytics, Business Analytics, Quantitative Methods, Econometrics, Research Methods and technical modules. I help with exam preparation, assignments, projects and practical data analysis tasks.

► HOW I TEACH

► I FOCUS ON REAL STATISTICAL UNDERSTANDING.
Statistics becomes much easier when students understand why a method is used, what the result means and how to interpret it correctly.

► I EXPLAIN FORMULAS STEP BY STEP.
Difficult formulas, tests and models are broken down into simple, logical parts so students can follow the reasoning clearly.

► I CONNECT THEORY WITH R PRACTICE.
Students learn not only the statistical theory, but also how to apply it in R, read the output and explain the result in proper academic language.

► I HELP STUDENTS CHOOSE THE RIGHT METHOD.
Many students struggle with deciding whether to use a t-test, chi-square test, ANOVA, regression or another method. I teach students how to recognise the correct approach from the question or dataset.

► I TRAIN INTERPRETATION AND EXAM TECHNIQUE.
Students learn how to structure statistical answers, write clear conclusions, explain p-values, interpret confidence intervals and present results professionally.

► I ADAPT EVERY LESSON TO THE STUDENT.
Some students need help with theory, others with R coding, assignments, research projects or exam preparation. I adjust every lesson to the student’s exact course, level and goals.

► YEARS OF EXPERIENCE WITH STATISTICS, DATA & UNIVERSITY STUDENTS

Over the years, I have successfully supported students from demanding academic programmes, helping them strengthen their statistical understanding, improve their analytical thinking and achieve excellent progress in Statistics, Data Analytics, Machine Learning and AI.

► ONLINE LESSONS

► Interactive whiteboard
► Clear digital notes
► Step-by-step statistical explanations
► R support for data analysis
► Exam preparation
► Assignment and project guidance
► Practical examples with real datasets
► Focused one-to-one support from Switzerland

► MY GOAL

My goal is not only to help students pass exams or complete assignments, but to help them truly understand Statistics. With the right guidance, statistical methods become logical, practical and much easier to apply.

► SUBJECTS: Statistics, Probability, Data Analytics, Data Science, Machine Learning, AI, Quantitative Methods, Research Methods, Econometrics
► MAIN TOOL: R
► LEVELS: International School, IB, A-Level, Foundation Courses, University Modules, Professional Training
► FORMAT: Online tutoring from Switzerland
► FOCUS: Statistical understanding, R practice, interpretation, exam preparation, assignments, projects and long-term analytical confidence.
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Are you drowning in countless formulas? Is your head starting to explode with equations and graphs? Don't panic! Math doesn't have to be a stumbling block. With the right explanation and a calm approach, it often becomes much clearer. Together, we'll tackle it step by step, at your pace.

For whom?
- Students from primary and secondary education
- Children and young people preparing for exams or tests
- Anyone who wants to give mathematics a second chance, including adults

What can you expect?
- I explain the often complicated mathematical language in clear, human language
- Focus on insight, not just learning tricks and formulas by heart
- Exercises that we tackle together
- Space for questions, repetition and building self-confidence

About me
I'm currently pursuing my Master's degree in Data Science/Analytics at the University of Antwerp. In high school, I had seven hours of math a week and always passed my exams with high marks. I've been happily tutoring students of various levels for several years now. I'm analytical, but also calm, patient, and good at sensing exactly where things are going wrong.

Practical:
- 1-on-1 lessons, online, at my place or at yours (if you don't live too far away)
- We will go through your material together or I will provide my own material
- Your own pace and approach, completely tailored to you

Feel free to send me a message with your questions or concerns, and we'll discuss how I can best support you.
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Discover everything Microsoft Office can do with custom online training that is made just for you.

Our individual lessons go deeper than just the basics, changing you from someone who uses Microsoft Word, Excel, and PowerPoint occasionally into someone who uses them with confidence and skill. It doesn’t matter if you are a student, worker, job hunter, or just want to improve your abilities; we offer a learning experience that is adaptable and purposeful, leading to actual improvements.
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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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1. Microsoft Word: Word Processing
The goal is to learn how to create, format and finalize a professional document (letter, report or CV).

The interface: Discovering the ribbon, tabs and toolbar.

Input and editing: Learn to type text, select, copy/paste and correct spelling mistakes.

Formatting: Change the font, size, color, and manage paragraph alignment.

Layout: Adjust margins, orientation (portrait/landscape) and insert page numbers.

Insert: Add images, simple shapes, or tables.

2. Microsoft Excel: The Spreadsheet
The goal is to understand the structure of a table and to automate simple calculations.

Basic structure: Understanding the concept of cells, columns, rows and spreadsheets.

Data entry: Enter text, numbers, and dates into cells.

Elementary calculations: Use the basic operators (+, −, ∗, /).

Automatic functions: Learn how to use Auto Sum and Average.

Table formatting: Create borders, merge cells and sort lists alphabetically.

Charts: Transforming a data table into a simple chart (line or pie).

3. Microsoft PowerPoint: The Presentation
The goal is to design a dynamic visual aid to accompany an oral presentation.

Slide design: Create new slides and choose a layout (title, content, image).

Themes and Design: Apply a consistent graphic charter to the entire slideshow.

Visual content: Insert text boxes, icons, photos and videos.

Animations and Transitions: Add transition effects between slides to make the presentation smooth.

Slideshow Mode: Learn how to project the presentation and use the navigation tools.

Key points of the training
Prerequisite: Ability to use a keyboard and mouse.
Method: Alternating between theory and practical exercises.
Purpose: Autonomy in basic administrative and school tasks.
Important note: A good introduction should also include file management: knowing how to "Save As", organizing folders and exporting documents in PDF format.

For who ?
Students wishing to improve their assignments and presentations.

Individuals wishing to better organize their daily lives or administrative documents.

Anyone preparing for a career change or professional integration.

Bonus: At the end of each session, I provide you with cheat sheets to remember essential keyboard shortcuts and key manipulations.
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Many students lose confidence in math during the school year due to stress, fast-paced classes, or gaps in understanding.
This summer program helps students rebuild confidence, strengthen fundamentals, and prepare calmly for the next academic year.

This program is designed for students who want to:
- catch up on difficult topics
- prepare for the next school year
- improve grades and confidence
- build strong problem-solving skills
- prepare for exams and entrance tests

Lessons are adapted individually for each student and explained step-by-step in a clear and patient way.
I focus not only on solving exercises, but also on helping students truly understand concepts and think independently.

After the first lesson, I create a personalized study plan based on the student’s level, goals, and areas that need improvement. Lessons are interactive, organized, and supportive, with homework and additional practice materials when needed.
Suitable for:
- Middle school students
- High school students
- IB students
- Students preparing for exams

! ! ! Summer availability is limited to ensure individual attention for each student.
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Master Microsoft Office from the comfort of your home with personalized online private classes in Excel, Word, and PowerPoint. Learn essential skills for school, university, business, and everyday professional tasks through interactive and practical lessons tailored to your level and goals.

With over 16 years of teaching experience, lessons focus on building confidence, improving productivity, and helping students achieve real results. Whether you are a beginner or looking to advance your skills, each session is designed to make learning simple, engaging, and effective.

Topics include:

Microsoft Excel (formulas, charts, spreadsheets, data analysis)
Microsoft Word (document formatting, reports, CVs, professional writing)
Microsoft PowerPoint (presentations, animations, design techniques)

Flexible schedules, one-to-one support, and step-by-step guidance available for students, professionals, and job seekers of all ages.
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➤ SWISS-BASED STATISTICS TUTOR FOR UK & INTERNATIONAL STUDENTS

I am a Swiss-based tutor with a strong academic background in Mathematics, Statistics, Data Science and Artificial Intelligence. I recently completed my Master’s degree at a technical university of applied sciences in Switzerland, with a main focus on advanced mathematics, data analysis, modelling and AI.

My statistics lessons are designed for students who want clear explanations, strong exam preparation and real confidence with data-based questions.

➤ GCSE, A-LEVEL, IB & UNIVERSITY STATISTICS SUPPORT

With many years of teaching experience, I support students studying Statistics as part of:

→ GCSE Mathematics
→ IGCSE Mathematics
→ A-Level Mathematics
→ A-Level Further Mathematics
→ International A-Level Mathematics
→ IB Mathematics AA SL / HL
→ IB Mathematics AI SL / HL
→ University foundation courses
→ Business, Finance and Data Science modules

I also support students preparing for major UK and international exam boards, including:

→ Cambridge International
→ Pearson Edexcel
→ AQA
→ OCR
→ IB Diploma Programme

➤ STATISTICS TOPICS I TEACH

I help students understand and master important statistics topics such as:

→ Mean, median, mode and standard deviation
→ Box plots, histograms and cumulative frequency
→ Probability and tree diagrams
→ Conditional probability
→ Binomial distribution
→ Normal distribution
→ Hypothesis testing
→ Correlation and regression
→ Sampling methods
→ Confidence intervals
→ Statistical modelling
→ Data interpretation
→ Exam-style statistics questions

➤ CLEAR, STRUCTURED & EXAM-FOCUSED LESSONS

Many students find statistics confusing because it is not only about formulas, but also about understanding what the data means. My lessons make statistics clear, logical and practical.

Students learn how to:

→ choose the correct statistical method
→ understand what each formula means
→ interpret graphs and data properly
→ avoid common exam mistakes
→ write clear statistical conclusions
→ solve probability questions step by step
→ handle calculator-based statistics questions confidently

➤ FROM CONFUSION TO CLEAR STATISTICAL THINKING

In statistics, students often know the formula but do not understand when or why to use it. I focus on building this connection.

I explain each topic from the basics, then move gradually to harder exam-style questions. This helps students recognise patterns, understand the method and answer questions with confidence.

➤ SWISS PRECISION WITH DATA SCIENCE THINKING

I combine the precision of the Swiss education system with a modern background in Data Science, Artificial Intelligence and mathematical modelling.

This allows me to teach Statistics not only as an exam subject, but also as a powerful way to understand real data, make decisions and solve practical problems.

➤ MY GOAL FOR EVERY STATISTICS STUDENT

My goal is to help students move from guessing to understanding.

I want every student to feel confident when working with data, probability, graphs, distributions and hypothesis testing. With the right structure and practice, statistics becomes much easier, more logical and much less stressful.
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