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Akram - Morocco142 QAR
142 QARPrivate Lessons in Probability, Statistics, Data Science, Econometrics, Optimization, and Numerical Analysis with R Software
I am an associate professor of mathematics, graduated from École Normale Supérieure and hold a doctorate in mathematics, with more than 22 years of teaching experience. Specializing in probability, statistics, data science, econometrics, optimization, and numerical analysis, I offer detailed private lessons adapted to your specific needs. Whether you are a student in preparatory classes, a bachelor's degree, a master's degree, an engineering school, or even a doctorate, I can help you master these complex and crucial areas. My commitment to teaching stems from my passion for applied mathematics and its essential role in data-driven decision-making. I believe that understanding probability, statistics, and data science techniques is crucial in our data-driven world. My goal is to make these materials accessible and fascinating, showing how they can be applied to solve real, complex problems. I am a patient, methodical and passionate teacher, with a student-centered teaching approach. My courses are designed to be interactive and engaging, using real-world examples, hands-on exercises, and real-world projects. I offer personalized support and adapt to the needs and goals of each student. My courses include: - **Fundamental Theories**: Detailed explanations of basic concepts in probability, statistics, and econometrics. - **Practical Applications**: Projects and case studies in data science and operational research. - **R software**: In-depth use for data analysis, visualization, statistical modeling, and optimization. **Skill Area Details:** - **Probabilities**: - Laws of probability - Random variables and their distributions - Probability theorems - Stochastic processes - **Statistics** : - Descriptive statistics - Statistical inference - Hypothesis testing - Linear and multiple regressions - Multivariate analyzes - **Data Science**: - Data preparation and cleaning - Data exploration and visualization - Predictive modeling techniques - Machine learning algorithms - **Econometrics**: - Econometric models - Time series - Analysis of data panels - Advanced regression models - **Optimization**: - Linear and non-linear optimization - Mathematical programming - Operational research - Heuristic and metaheuristic techniques - **Numerical analysis** : - Numerical methods for solving equations - Interpolation and approximation - Monte Carlo methods - Numerical simulation - **R software**: - Data import and manipulation - Advanced visualization (ggplot2) - Statistical modeling (lm, glm) - Specialized packages (dplyr, caret, forecast, etc.) **Writing End of Study Memoirs:** I also offer comprehensive assistance in writing final dissertations. Whether it is to structure your work, perform statistical analyses, or write specific sections, I am here to guide you and help you produce a high-quality dissertation. **Contact me :** If you are interested in private lessons in probability, statistics, data science, econometrics, optimization, numerical analysis, or to get help with writing your final dissertation, do not hesitate to contact me. I would be happy to discuss your needs and how I can help you achieve your academic and professional goals. I look forward to helping you excel in these fascinating fields and showing you how probability, statistics, econometrics, data science, and optimization can transform your understanding and use of data.
Statistics
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Christopher - Exeter, United Kingdom211 QAR
211 QARMathematics, Statistics (KS3 and GCSE), and FSMQ (Level 3) Topic and Exam Support - Flexible teaching style and approach
Trusted teacher: I am a flexible mathematics teacher and tutor, willing to either: - support methods and approaches covered in school to help improve your speed of progress and mastery, or to address misconceptions or gaps in knowledge due to time off of school - tutor using alternative methods and approaches to those covered in class to provide a different perspective on a topic (different teachers have different ways of approaching a topic that benefit different learners) During a tutoring session, I am to either: - provide bespoke, planned, and resourced tutoring on a topic (to maximise mastery of that topic) - provide support in exam preparation, including how to approach exam questions, exam strategy, and topics that are easiest for the learner to make the most improvement on - provide support and confidence-boosting when attempting maths questions and homework (both paper-based and on digital homework media, such as Sparx) I consider myself to be friendly and adaptive, and willing to adapt my way of teaching to best support the learner. I am able to tutor on the following subjects: - Mathematics (KS3 & GCSE - Higher & Foundation) - Statistics (GCSE - Higher & Foundation) - FSMQ: Additional Mathematics (Level 3) Approaches to tutoring sessions include: **Pre-Planned and Resourced Tutoring for specific topics: Prior to these tutoring sessions, a discussion will be had with student or guardian as to the topic or topics that are to be focused on during the tutoring session. These topics will then be planned for and resourced specifically for the student to maximise the progress in those topics. **General Exam Preparation: Prior to these tutoring sessions, a discussion will be had with student or guardian as to the Exam Board the student's exam is in, and a general target grade (e.g. passing grade 4, high-attainment grade 7+). Exam preparation material will be provided. **Homework Support: Support and guidance will be given to complete a student's homework. This can be direct question support, or can evolve into a topic-specific tutoring session to help gain mastery of a topic beyond the specific questions set out in the homework task.
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