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◾ Tools RStudio • SQL • SPSS • SAS • Jamovi • JASP ◾ Statistical Methods & Tests Student's t-test • ANOVA • MANOVA • ANCOVA • Regression (linear & logistic) • Correlation • Chi-square • Nonparametric tests • PCA • MCA • Exploratory factor analysis • Classification / Clustering • Mediation • Moderation • Interpretation ◾ Data analysis & decision support - Data preparation, structuring and validation using SAS, R and SQL - Descriptive, exploratory and multivariate statistical analyses on business data - Production of performance indicators and actionable analyses to support decision-making ◾ Selection and implementation of methods - Preparation and structuring of databases - Hypothesis testing and univariate, bivariate and multivariate analyses (ANOVA / ANCOVA) - Linear and logistic regressions - Factor analyses (PCA / MCA) - Mediation and moderation models - Classification / clustering 1) Academic support - Lectures, tutorials, projects and assignments in statistics - Help in understanding and interpreting the results - Preparation for exams and academic presentations 2) Statistical analysis - Descriptive statistics (univariate and bivariate) - Multivariate analyses - Data exploration and outlier detection 3) Statistical tests - Correlations (Pearson, Spearman, Cohen's Kappa) - t-tests (one and two samples, independent or paired) - Chi-square, binomial tests - z-scores and associated indicators 4) Statistical modeling - Linear regressions (simple and multiple) - Logistic regression - Interpretation of coefficients, diagnostics and validation of models 5) ANOVA & ANCOVA - One- or multi-factor ANOVA - Repeated measures ANOVA - Fixed and random effects - Post-hoc tests and effect sizes 6) Factor analyses - ACP / PCA (scree plot, factor scores, matrices) - Exploratory factor analysis - Factorial rotations - Validation and interpretation of structures and clusters ◾ Reporting & communication - Clear, structured and concise reporting of results - Visualizations tailored to decision-makers - Support for strategic and operational decision-making

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Students will learn and practice math, accounting and statistics to Cambridge or American levels along with Preparatory students in university. I can cater students from primary grades to higher levels and also can cater educators in practicing AI in their learning settings.

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Soon to have a degree in mathematics and already graduated in economics and finance, I offer mathematics and physics lessons from middle school to high school. My courses are distinguished by a personalized approach: beyond simple exercises, I teach my students to understand, reason, and build confidence. Each session is tailored to each student's objectives, level, and pace, guaranteeing real and motivating progress. Through clear teaching methods, simple explanations and effective techniques, I transform difficulties into successes and help students reveal their full potential.

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📊 Introduction to Data Science with Python Full Title: Statistics, Data Visualization, and Machine Learning for Beginners (100% online course – for students, professionals in retraining, or curious data enthusiasts) Data science is now at the heart of the most innovative professions and strategic decisions in all sectors. However, when you're just starting out, you can quickly feel overwhelmed by technical jargon, Python libraries, or statistical models. With this course, my goal is to make this exciting discipline understandable and accessible to everyone, even without advanced mathematical training or computer science background. I offer step-by-step support based on practical experience, concrete projects, and a supportive teaching approach. You'll learn how to manipulate data, extract information from it, and create your first machine learning models with ease. 🎯 Course objectives Discover the basic tools of Data Science with Python Understand and apply the fundamental concepts of exploratory statistics Know how to manipulate, clean, visualize and interpret real data sets Carry out initial predictive modeling (linear regression, classification) 📚 Course content ✔ Fundamental libraries in Data Science – pandas: reading, cleaning and transforming data – numpy: mathematical operations and array manipulation – matplotlib & seaborn: clear and aesthetic data visualization – Getting Started with Scikit-Learn for Machine Learning ✔ Data cleaning and analysis – CSV file import and data mining – Management of missing values and duplicates – Creation of variables, filtering, groupings – Visualization: histograms, curves, heatmaps, boxplots... ✔ Introduction to Machine Learning – Understand how linear and logistic regression work – First classification models (KNN, simple decision trees) – Data separation (training/test set), single cross-validation – Interpretation of results and improvement of the model 🧭 How the sessions work 1️⃣ Assessment of the student's objectives: discovery, professional project, preparation for training, etc. 2️⃣ Personalized progression plan, adapted to the starting level. 3️⃣ Alternation of visual theory and intensive practice on real data sets (health, sports, finance, etc.). 4️⃣ Practical mini-projects at each stage: analyzing survey results, predicting simple results, automating analyses. 5️⃣ Explanation of errors encountered, individualized educational monitoring. 6️⃣ Regular assessment, with reinforcement of key points as needed. 🌐 100% online courses – accessible teaching methods Classes via Zoom, Google Meet, or the tool of your choice Live screen sharing, work on interactive notebook (Jupyter or Google Colab) PDF supports + commented code provided after each session Possibility of intensive coaching for training or an interview Flexible hours, adapted to the time zone of the Gulf countries and your availability 👨‍🎓 For whom? Complete beginners in Data Science and Python Students wishing to enrich their profile with practical skills Professionals retraining for data professions Anyone curious about understanding the world through data! This course has been designed so that each participant can progress at their own pace, develop their analytical logic and discover the pleasure of "making the data speak". Feel free to contact me to discuss your goals and build a customized program together. I would be delighted to accompany you on this wonderful adventure that is data science.

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Hi! Currently pursuing M.Sc. Economics from London School of Economics and Political Science (LSE). I teach Maths, Stats, and Economics to University, A-level and GCSE students in Central London. Harness your true potential through a deeper understanding of the fundamentals. Improving grades through conceptual clarity and techniques like the 52/7 productivity principle. Classes are usually 50 mins, with 10 mins for doubt clearance or future study guidance at the end. I would love to be a part of your journey by simplifying topics and making learning fun!

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I was previously myself a student of Mathematics in statistics. I had help student prepare for many exam like PTE, SAT, Finnish entrance exam called UAS and many more. I really don't care about age as I teach student from age group of 10 to 30 and so on but my major subject is Mathematics after that English, History and then I love Biology too

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If you are you an IB Economics, AP Statistics/Economics, or University student who is struggling in Microeconomics, Macroeconomics, Statistics, and Econometrics courses and needs further help? Then don't hesitate to join my class! About me: I hold a B.Sc. in Mathematical Economics and an MA in Econometrics.

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All the classes of mine include flexible hours depending on requests from tuition-takers. Every session takes one hour with interactive learning techniques. The primary aim of them is to ensure the tuition takers satisfy with the outcomes in the end.

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I am a Financial Quantitative Analyst at a European Renewable Energy Company. I studied Economics and Finance in the US, Italy, UK and France. I love to teach everything I have learned, in a structured and methodical way. Currently, I am tutoring Russian students preparing them to take A-level exams in Pure Mathematics, Statistics, Business Studies and Economics. I tutor mainly Math, Statistics, Economics and Business Studies at every level but don't hesitate to ask for some subject more specialized.

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The biggest mistake a teacher can make is acting as if the subject matter is self-evident. Just because a concept makes sense to one person does not automatically mean it does to another. That is why my approach is based entirely on patience, empathy, and clear communication. My goal as a teacher is to make complex material understandable and reduce it to a coherent whole using concrete examples that work for you. Everyone processes information in their own way. If a particular explanation doesn't work, we switch to a different angle until it becomes clear to you. I offer targeted support at various levels: - University & HBO: Physics, applied mathematics, probability and statistics. For all study programmes in which these subjects are covered. - Secondary education: From the basics to the most advanced profiles such as VWO mathematics and physics, but also in preparation for international programs such as IB, A-Levels, etc. Every student is unique, so we can always fully customize the structure to your specific needs. For a lesson, the following three-block structure can be used: - Block I: We look back at the previous session and immediately tackle the specific sticking points or (homework) questions you brought along. - Block II: We dive into the new material. We discuss the new concepts, after which we move on to working on assignments. The questions and problems are examined closely, making the subject matter clearer through practice. - Block III: A brief summary to check and assess the extent to which you have mastered the new material.

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I am a private tutor providing advanced Maths and Physics support to 16+ years olds in higher education, college and university. I have been a school teacher for the last three years and I have university degrees in Mathematics, Physics and Secondary School/High School teaching. I am able to help a vaerity of ages and abilities learn my subjects e.g. , Senior level, Level 1, 2 and 3 A levels, IB, University Level. I tailor my tuition to suit the student as much as possible. The pupil may indicate specific topics/questions/exam papers that they would like help with and I can provide support by assisting them through tough questions/assignments, explaining important concepts they don't yet fully understand and I can create some challenging questions to help my pupils secure their knowledge. I can provide extra homework as monitor progress in order to help my pupils even better. As a tutor I'm friendly, supporting and encouraging. I believe anyone is able to learn anything they want to with enough patience, determination and guidance - and I have an endless supply of these!

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I graduated from EPFL (Bachelor's degree in Mathematics, Master's degree in Mathematical Engineering) and am currently completing a PhD in Statistics. During my doctorate, I gained extensive experience in both private and group lessons. For this summer, I suggest: Intensive preparation for the first year at EPFL or university (program, method, targeted exercises) and preparation for resit exams. Refresher course for younger children: consolidating the basics, building confidence and personalized support I quickly identify your weaknesses, clearly explain concepts, and give you the tools to progress effectively. Available all summer to help you gain independence and confidence in mathematics and statistics. Located in Neuchâtel.

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Hi Everyone, Let me briefly introduce myself. I achieved my Ph.D. in communication at the University of Ottawa in 2023. I have been an individual tutor for quantitative research methods courses for seven years and started Varsity in 2022 to help students with statistical concepts and how to use SPSS (Correlations, Regressions, Anova, T-tests, Chi-square, Two-way Anova, Repeated measures, and Logistic regression). When I was a PhD candidate, I received a lot of help from my instructors, so I decided to help other students in return. Even if I know the major difficulties for understanding statistics, I have to see the assignments and the course content including the syllabus because each professor's approach is different. I will also need your collaboration to work with me: Your assignments (documents: assignment instructions + course content & dataset) should be sent to me at least 3 days before our session. All assignments should be done by yourself as much as you can, then send your draft to me at least 1 day before our scheduled meeting so that I can give you my feedback during our session. As you will need my help depending on the assignment due dates, I will accommodate as much as I can, so schedules can be made based on your needs. If you agree with this principle, please send me your documents and confirm the session. I hope I can help and assist you to achieve your goals. I am looking forward to meeting you. Bye for now.

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Would you like to improve your math skills and prepare for your exams or career? If so, this course is for you. In this mathematics regularization course, you will learn the fundamental concepts and techniques of arithmetic, algebra, geometry, trigonometry, and probability and statistics. The course is designed for people of all ages who want to review or reinforce their mathematical knowledge, whether for academic or personal reasons.

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Am a specialist tutor in algebra, statistics and trigonometry am always passionate about making students pass the exam. . This class is an online class via zoom meeting or Google meet. Students are able to submit their homework via Google classroom and and marked immediately I have a full Outstanding knowledge of mathematical formulas and concepts. In-depth knowledge of using various teaching and learning aids. Ability to pay extra attention to the slow learning students. Exceptional verbal and written communication skills. Problem-solving is the ability to identify and solve problems. As a math teacher, it's my responsibility to help my students find solutions when they struggle with solving equations or completing assignments. You can use problem-solving skills in your classroom by asking students to explain their thought processes as they work through challenging tasks. This allows Me to assess whether students are using effective strategies and provides an opportunity for them to learn from their mistakes. Passionate math teacher with 8+ years of experience in high school and middle school environments. Designed integrated lesson plans and incorporated authorial college prep elements to the state curricula. In my previous role prepared and run after-school tutoring for students with learning difficulties that helped improve their final test results by 30%. A winner of Teaching for Progress state award, seeking to leverage math and communication skills.

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Economics and Statistics are subjects that have overarching impact in different areas of life. Whether you are a student looking to take this class to strengthen your understanding, or just someone that is interested to learn more about the subjects, I encourage you to give the class a try. My experience lies in teaching Microeconomics, Macroeconomics, and Statistics at a Beginner and Intermediate level, mostly aimed for graduating high schoolers and first year college students. I will make sure to cover all the material from your book(s) as well as problems. My classes are usually centered around chapters- for each chapter I spend 1-2 classes covering theory and 1-2 classes covering problems and solutions. We can awlays structure the classes as per your request, depending on what you need more help with.

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I am a Ph.D. Research Scholar at the Indian Institute of Technology Kanpur, working in the area of Unconventional monetary policy and its transmission to the real economy. I have experience teaching at the undergraduate level. I have worked as Assistant Professor in Economics at the School of Management Science Lucknow and MIT World Peace University Pune. Presently I am teaching Monetary Economics and Statistics to undergraduate students of BML Munjal University India. I have an interest in teaching subjects under Economics like Microeconomics, Macroeconomics, International Trade, Growth and Development, Statistical Methods for Economics, Introductory Econometrics, Mathematical Methods for Economics, and Statistics. I am also equipped at working in Stata and Eviews. Presently learning R and Time Series Econometrics. I have been awarded the Junior Fellowship Award conducted by University Grant Commission in India twice in 2016 and 2019.