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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.

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15Students

Do you have a statistics or probability exam in BA1/BA2? I can help you review the material in a clear, structured and exam-oriented way. I support higher education students (university and college), particularly in their first and second years of undergraduate studies, to understand important concepts, redo practical exercises, and practice with exam-style questions. My goal is simple: to help you understand the logic behind formulas, know when to use them, recognize correct reasoning in a statement, and gain autonomy when facing exercises. Subjects covered according to your program: • Descriptive statistics: mean, median, variance, standard deviation, quartiles, quantiles, coefficient of variation, box plots, histograms, graphs, interpretation of tables and data. • Univariate and bivariate statistics: analysis of one variable, analysis of two variables, scatter plots, covariance, correlation, regression line, coefficient of determination, interpretation of relationships between variables. • Probabilities: events, union, intersection, complement, conditional probabilities, independence, Bayes' theorem, probability trees, contingency tables. • Combinatorial probabilities: permutations, arrangements, combinations, draws with or without replacement, counting, classic exam situations. • Random variables: discrete and continuous variables, probability function, density function, distribution function, expectation, variance, standard deviation, variable transformation. • Probability laws: Bernoulli distribution, binomial distribution, normal distribution, standard normal distribution, Student's t-distribution, chi-square distribution, use of statistical tables according to your course. • Statistical inference: sampling, estimators, point estimation, confidence intervals, margin of error, degrees of freedom, confidence level. • Hypothesis testing: null hypothesis H0, alternative hypothesis H1, significance threshold, p-value, one-tailed or two-tailed test, test on a mean, test on a proportion, chi-square test, interpretation of results. • Exam preparation: reading statements, choosing the right method, identifying the formulas to use, typical exercises, past exams, guided corrections and problem-solving methods. Method of working : 1. We quickly identify the chapters that are causing problems; 2. I re-explain the theory with simple examples; 3. We redo the important exercises together; 4. I will show you how to recognize good reasoning in the exam; 5. We construct a clear method that can be reused independently. I don't just provide a correction: I explain the reasoning step by step so that you are able to redo the exercises without help. For students retaking the exam, I also offer more intensive support: level assessment, priority identification, review of fundamentals, and practice with typical exercises and past exams. The goal is to get straight to the point and work efficiently within the time available before the exam. I have been giving private lessons for over 7 years in mathematics, statistics, economics, and accounting. I have also tutored first and second-year Bachelor's students at Solvay/ULB in mathematics, statistics, and microeconomics as part of a university tutoring program. My professional experience in finance and business controlling at Deloitte has also allowed me to develop a very structured approach to numbers, analysis and problem-solving. Courses available in French or English, online or in person in Brussels or the surrounding area.

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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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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.

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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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I provide high-level instruction in university mathematics and statistics for students in STEM, Economics, Engineering, and Data Science programs. This class is designed for students who require conceptual depth, mathematical rigor, and practical analytical skills, not surface-level tutoring. I teach core university subjects including Calculus I–III, Linear Algebra, Differential Equations, Probability, and Statistics, with a strong emphasis on understanding how mathematical theory is applied in real academic and research contexts. My approach goes beyond standard problem-solving. I help students: develop mathematical reasoning and proof-based thinking connect abstract theory to applied models and real data understand how mathematics underpins research papers and empirical studies interpret formulas, graphs, and statistical results critically move confidently between theory, computation, and interpretation In addition to coursework support, I assist students with: statistical analysis of research data understanding and reproducing methods used in academic papers regression analysis, probability models, and data interpretation preparing mathematical and statistical sections of research projects With extensive experience teaching at both international universities and research-oriented environments, including work as a Math and Statistics tutor at the University of Wisconsin–Madison, I understand the expectations placed on university students and researchers. I help students bridge the gap between lectures and independent academic work. Sessions are structured, intellectually demanding, and personalized. I work with motivated undergraduate and graduate students, as well as adult learners who need mathematics for research, professional growth, or advanced study. Sincerely, Leila

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The final year of secondary school is approaching, and with it, the famous high school diploma! The mathematics program in the final year (whether in Classical or General education) is demanding and requires a solid foundation. This support from the beginning of the year is specifically designed for students in the Luxembourg system who are transitioning from 2nd to 1st year of secondary school. The goal is to start now to consolidate existing knowledge, fill any gaps in understanding, and get a head start on the curriculum for the start of the academic year, allowing them to approach their final year of secondary school with confidence and composure. 🎯 Immediate objectives: Review of 2nd year basics: Identify and correct the blocking points from the previous year. Preparing for the 1st year program: A gentle introduction to the first major chapters to avoid the shock of starting school. Baccalaureate methodology: Learning to write a clear essay, justify one's reasoning and manage one's time when faced with a complex problem. 📚 Sample program (Adaptable according to the student's section - B, C, D, G, etc.): Module 1: Consolidation of Foundations (Basic Algebra and Analysis) Perfect mastery of algebraic calculation, fractions and powers. Solving complex equations and inequalities. In-depth review of derivatives and the study of functions (variation tables, asymptotes). Module 2: Introduction to the key concepts of the 1st Introduction to logarithmic and exponential functions (ln and exp). Introduction to integral calculus (calculating areas). Depending on the section: Complex numbers, analytic geometry in space, or probability/statistics.

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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. Whether you prefer lessons at your place, my place, or remotely, I am flexible to accommodate your needs. If necessary, I can travel to your home in Brussels, Walloon and Flemish Brabant, with a minimum duration of 2 hours per session. The lessons are designed to provide extensive practice with numerous exercises. Distance learning options are also available through platforms such as Skype, Facebook, etc. Please note that for students in France, only distance learning courses are provided. In mathematics, I specialize in various topics and frequently provide lessons covering the entire secondary school curriculum, including math 6 and higher. These topics encompass factorization, equations of the 1st and 2nd degree (with in-depth study of parabolas), limits, derivatives, integrals, exponentials and logarithms, as well as trigonometry. Additionally, I am occasionally called upon to teach analytical geometry in space, including equations of lines and planes. For statistics and probabilities, I provide instruction in descriptive and inferential statistics (univariate and bivariate), covering confidence intervals and hypothesis tests, applicable to secondary and higher education levels. Feel free to reach out to me to discuss and arrange the lessons based on your specific needs and availability. My aim is to help you enhance your skills effectively and provide personalized instruction. By tailoring the lessons to your requirements, we can ensure rapid progress in your studies.

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Demystifying probabilities and data processing Statistics and probability occupy an increasing place in the secondary school curriculum and directly prepare students for the requirements of higher education (economics, medicine, engineering, humanities). The sessions will include: Descriptive statistics (means, standard deviations, graphical representations). Conditional probabilities, probability laws and combinatorics. Analysis, interpretation of datasets and sampling logic. Targeted training based on typical exercises and exam problems.

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The final year of secondary school (grade 11 in Luxembourg) is a crucial step towards obtaining your secondary school diploma and preparing for higher education. This customized 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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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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📣 Summer Math Boost – Build Confidence & Skills! Does your child struggle with math? This summer, give them the support, clarity, and confidence they need to start the next academic year strong! I offer expert summer math sessions for: 📘 IGCSE (OL/AL) – Cambridge & Edexcel 📘 SAT, ACT, EST, DSAT – American diploma support 📘 Foundation courses for students with math difficulties 📘 Bridging programs for those moving to a new grade or curriculum 🔍Perfect For Students Who: ✔️ Find math confusing or frustrating ✔️ Have gaps in understanding from previous years ✔️ Need strong preparation before starting the next year ✔️ Are changing curriculum or aiming for international exams ✨ What's Included? ✅ Clear, simplified explanations tailored to each student's pace ✅ Short notes and techniques for solving problems quickly ✅ Pre-assessment to identify weak areas ✅ Weekly mini-tests and reports for parents ✅ One-to-one or focused small group sessions ✅ Summer activities & games to make learning fun! 🌟 Real Voices. Real Results. Real Math Excellence. 🌟 Before you decide — see for yourself! Explore genuine reviews, powerful tests, and real student progress. 📚 Check my certifications, sample solved exams, and success stories from students who turned math into their strongest subject. 👉 Because trust is earned — and results speak louder than promises. ---------------------------------------------------------------------------------------------------- Best Summer Math Tutor | Support for Students Struggling with Math IGCSE - Edexcel - Cambridge - SAT - ACT - EST - DSAT 📣 The most powerful summer training in mathematics - to strengthen understanding and confidence! Is your son or daughter struggling with math? Summer is a golden opportunity to make up for lost time and build a strong foundation before the start of the new school year! I offer distinguished summer courses in: 📘 IGCSE (Ordinary and Advanced Level) Syllabus – Cambridge and Edexcel 📘 Complete preparation for SAT - ACT - EST - DSAT tests 📘 A comprehensive foundation for students who have difficulties in understanding 📘 Transitional programs for students moving to a new curriculum or new stage 🔍 The lessons are ideal for students who: ✔️ They feel frustrated or confused about mathematics. ✔️ They have gaps or weaknesses in previous concepts. ✔️ They need to be strengthened and fully prepared before the start of the year. ✔️ Planning to take international exams or change curriculum ✨ What does the summer course include? ✅ A simple and clear explanation according to each student's level ✅ Short notes and easy techniques for quick solutions ✅ Initial test to identify weaknesses ✅ Weekly tests and periodic reports for parents ✅ Individual lessons or focused small groups ✅ Educational activities and interactive games to make learning fun 🌟 Real opinions, tangible results, and proven athletic excellence. 🌟 Before you decide... see for yourself! Read reviews from previous students and see their experiences and real progress in mathematics. 📚 Check out my certified certificates, sample solved questions, and success stories that prove math can be easier and more fun than you can imagine. 👉 Because trust is built, and results speak louder than words.

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R studio is a powerful tool for the analysis of data. With the passage of time, Research becomes easier in R Studio.MY Class covers all the topics of statistics using R. This class will help you to > Analyze and visualize data > Perform hypothesis tests, interpret statistical results (e.g., p-values), and report the results of your analysis to clients > Fit, examine, and utilize regression models to examine relationships between multiple variables > Install and use R and RStudio If you need further help with statistics and data analysis using R you can consult me during class. feel free to send me a message if you really need help in statistics.

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With 14 years of experience teaching mathematics in middle and high school, I offer you tailor-made support to help you progress in math. Whether you want to fill in your gaps, prepare for an exam (brevet, baccalaureate) or simply deepen your knowledge, I am here for you. My private lessons, given online or at home, are adapted to your pace and your specific needs. I guarantee you a clear and effective pedagogy, as well as personalized follow-up to help you succeed. Specializing in 3rd, Brevet and Terminale levels, I help you acquire the methods and tools necessary to master mathematics and enjoy learning them. My goal is to help you improve your math skills quickly and prepare effectively for the bac/brevet. I am also attentive to students experiencing academic difficulties and I can offer you personalized support to overcome your difficulties. I am considered one of the best online math tutors. I also offer math support for French mission students and math help for international students wishing to follow the French curriculum. I offer a full range of services in mathematics: Private lessons: at home or online Personalized academic support: for all levels and all programs Preparation for exams: brevet, baccalaureate, competitive examinations Homework help: for regular monitoring Intensive courses: for rapid progress Specific support: for students in difficulty, students on French missions, international students Thanks to my personalized math lessons, you will be able to: Understand the concepts in a clear and simple way Solve the exercises with ease Gaining self-confidence Pass your exams with flying colors I am here to help you discover the fun of mathematics and reveal your potential. Feel free to contact me for more information.

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I am a qualified and passionate private mathematics tutor, a graduate of Cheikh Anta Diop University of Dakar (UCAD). My academic background led me to study mathematics, physics, and computer science during my first two years of university, before specializing with a bachelor's and master's degree in biomathematics. This training allowed me to deepen my skills in applied sciences and develop advanced expertise in the analysis of complex concepts. For over ten years, I have been tutoring students, an experience that began within my family circle and has been enriched over time by pedagogical training adapted to digital environments. Today, I offer fully personalized online courses, always starting with a thorough assessment of each student's skills to precisely identify their strengths and weaknesses. This analysis allows me to design a customized remediation program that effectively targets their specific needs. I find great motivation in working with students eager to succeed. Their commitment and determination to progress stimulate my involvement and reinforce my professionalism. Online, I ensure a serious and structured learning environment, where the focus is strictly on the pedagogical aspect. My thorough understanding of the mathematics curriculum, combined with my expertise in biomathematics, allows me to simplify complex concepts and make science learning accessible to everyone. My goal is to help each student solidify their foundational knowledge, regain confidence, and become independent in their studies. I therefore offer my private lessons online, providing geographical flexibility and personalized support to guide each student towards success.

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📊 University and International Statistics – Step-by-Step Guide 👩‍🎓 Industrial Engineer 📍 Online classes from Lima – catering to high school and university students I teach statistics and data analysis in a clear, structured, and practical way, so you can solve exercises, understand the logic of the subject, and prepare in advance for your assessments. ⚠️ Statistics requires time, practice, and patience. Starting early makes all the difference. 🎯 Who is it for? High school students taking the exam: British system exams (GCSE / A-Level / IGCSE) Assessments and certifications from American or English universities University students taking Statistics or Probability courses Thesis students who need calculation and sample selection. 🧠 How can I help you? ✔️ Guided resolution of exercises from homework, books and guides ✔️ Conceptual preparation for exams ✔️ Methodological advice for theses (not execution) ❌ I do not conduct official exams or assessments 💻 Modality Classes via Google Meet, Use of interactive whiteboard Step-by-step explanations, with exam-style examples 📚 Syllabus Probability Propositional logic and set theory Basic concepts of probability Conditional probability and total probability Discrete and continuous random variables. Probability functions. Mathematical expectation Discrete distributions (binomial, Poisson, etc.), Continuous distributions Descriptive and Inferential Statistics Frequency distributions and statistical graphs Measures of central tendency: Arithmetic and geometric mean Median and mode, Quartiles, deciles and percentiles Variance, standard deviation, interquartile range, coefficient of variation Symmetry and kurtosis coefficients Linear correlation Standard normal distribution Hypothesis testing (one and two samples) F distribution and chi-square. Time series 🖥️ Supporting software: Excel, SPSS Spanish language class

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I am a senior lecturer at the National School of Applied Sciences (ENSA), holding a doctorate in mathematics, with more than 15 years of experience in teaching at different levels: middle school, high school and higher education. I offer math tutoring for all levels: middle school, high school and higher education (Algebra, Analysis, Data Analysis, Probability and Statistics, Financial Mathematics...) Clear and progressive method adapted to each student's pace Review of the basics, preparation for exams and competitions Possibility of lessons at home or online according to your preference. Location: Agadir.

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I offer individual tutoring in Statistics, Probability, Quantitative Methods and related mathematical subjects for school, IB, AP, SAT, Fachhochschule and university students. Statistics can initially feel confusing because many formulas and methods appear similar. My approach is therefore focused on understanding the logic behind the method rather than simply memorising formulas. We always ask: - What information is given? - What exactly needs to be found? - What type of statistical problem is this? - Which method should be used? - Why is this method appropriate? - What does the final result mean? I have several years of experience teaching students from Swiss and international education systems and regularly support students in Statistics, Mathematics, Probability and Data Analysis. Topics can include: - Descriptive statistics - Mean, median and mode - Quartiles - Variance - Standard deviation - Probability - Conditional probability - Tree diagrams - Combinatorics - Permutations and combinations - Random variables - Expected value - Binomial distribution - Normal distribution - Sampling - Sampling distributions - Central Limit Theorem - Confidence intervals - Hypothesis testing - p-values - t-tests - Chi-square tests - Covariance - Correlation - Pearson correlation - Linear regression - Regression equations - R2 - Data interpretation - Statistical modelling - Business Statistics - Quantitative Methods I can support students preparing for: - IB Mathematics AA - IB Mathematics AI - IB Probability and Statistics - AP Statistics - SAT Math - Swiss Matura - Passerelle - Fachhochschule Statistics - University Statistics - Business Statistics - Economics Statistics - Quantitative Methods - Introductory Data Analysis SAT Math preparation can additionally include: - Algebra - Advanced Mathematics - Ratios and percentages - Word problems - Tables and graphs - Data analysis - Probability - Geometry - Trigonometry - Desmos strategies - Time management - Faster problem-solving methods For AP, FH and university students, we can go deeper into statistical reasoning and interpretation. Lessons can include: - Theory explained in simple language - Step-by-step calculations - Formula selection - Exam-style questions - Longer case studies - Interpretation of statistical results - Reading graphs and tables - Understanding statistical output - Improving mathematical notation - Exam preparation With regression, for example, we do not simply calculate correlation or R2. We also discuss what these values actually mean in the context of the question. With hypothesis testing, students learn the complete logic from hypotheses to test statistic, p-value, decision and final interpretation. My goal is to make Statistics feel logical, structured and manageable rather than like a collection of unrelated formulas.

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I offer professional support in sampling, surveying, data collection, and quantitative data management. This service is designed for organizations, researchers, students, NGOs, and businesses seeking to design reliable surveys and effectively utilize their data. My services include defining appropriate methodologies, designing data collection tools, fieldwork supervision, quality control, and database organization and structuring. Support is also available for analyzing and interpreting results. My services are flexible and tailored to specific needs.

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Experienced statistics and econometrics tutor for foreign students in Istanbul. I have a PhD in economics from Georgetown University and I have a BA in economics from Bogazici University. Over the past 10 years I have worked as an Associate Professor of Economics and Finance in various universities and I tutored university students in various statistics, probability and econometrics courses. I have students from various universities in US and UK including American University, George Washington University, Nottingham University, King's College London, University of Bath, Northwestern University, University of Royal Holloway etc. Please contact me if you need help in any of your statistics and econometrics courses.

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This course is for international students doing the IB Diploma Programme. AA/AI SL & HL students are all welcome. I can provide help and guidance with your assessment starting from choosing the topic, through building structure, to proofreading your work before your final draft. I've worked with students of all levels throughout the years, so I have a bunch of sample IAs, hence ideas and topics, styles that we can go over and get inspired by. Do not hesitate to reach out to me and let’s schedule a first session to discuss details.

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5Students

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! 😊