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Private Lessons in Probability, Statistics, Data Science, Econometrics, Optimization, and Numerical Analysis with R Software

Translated by Google. Click to view original.
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.

Location

Online via webcam

General info

suitcase iconSkills:
Age:
Adults (18-64 years old)
Seniors (65+ years old)
Student level:
Intermediate
Advanced
Duration:
60 minutes
The class is taught in:French, English

About Me

Translated by Google. Click to view original.
Teaching is for me much more than a profession; it’s a vocation. I have always been fascinated by mathematics and physics, not only for their theoretical beauty but also for their practical applications in the real world. My mission is to make these materials accessible.

I am a patient, attentive and committed teacher. My teaching approach is student-centered, aiming to adapt my teaching methods to the specific needs of each individual. I use a variety of techniques to ensure my students understand key concepts, including worked examples, interactive exercises and detailed explanations.

I firmly believe that every student has unique potential and that my role is to help them realize it fully. I am always available to answer questions and provide additional support, whether preparing for an important exam or delving deeper into a specific topic.

I particularly appreciate students who are motivated, curious and eager to learn. Whether you are in scientific or commercial preparatory classes, or a bachelor's, master's or engineering school student, my goal is to help you achieve your academic and professional goals. I enjoy working with students who are ready to invest in their learning and who seek to understand the subjects in depth.

If you are interested in private lessons in mathematics or physics, do not hesitate to contact me. I'd be happy to discuss your needs and how I can help you succeed.

Education

Translated by Google. Click to view original.
Holder of a doctorate in mathematics, a master's degree in physics, associate professor and graduate of the École Normale Supérieure, with 22 years of teaching experience and a passion for the transmission of knowledge.

Experience / Qualifications

Translated by Google. Click to view original.
**Classroom Experience:**
With 22 years of teaching experience. I taught mathematics and physics to students in scientific and commercial preparatory classes, preparing students for the most demanding competitive exams such as those of the French Grandes Ecoles.

**Online course :**
Over the past few years, I have also developed expertise in online teaching. Using interactive platforms, I have created and delivered structured and engaging courses for distance learning students, particularly those enrolled in Canadian and American university programs.

**Live Classes:**
My live class approach combines academic rigor and interactive pedagogy. I use tools like digital whiteboards and real-time Q&A sessions to promote in-depth understanding of concepts. My courses are personalized to meet the individual needs of students, whether they are in preparatory classes or at foreign universities.

**Interaction with Students:**
Working with students from French preparatory classes allowed me to understand the high expectations and unique challenges of these programs. I have also taught university students in North America, which has given me a global perspective on different education systems and learning methods.

**Skills domains :**
- **Mathematics:** Algebra, Analysis, Probability, Statistics, Numerical Analysis, Differential Equations, Graph Theory, Optimization.
- **Physics:** Mechanics, Electromagnetism, Thermodynamics, Quantum Physics.

My commitment to my students is to provide them with the tools necessary to excel in their studies and achieve their academic and professional goals. I am passionate about the transmission of knowledge and the success of my students, whether they are in France, Canada, or the United States.
Hello, I am an associate professor and normalien, holding a doctorate in mathematics and a master's degree in physics, with 22 years of experience in classroom teaching and private lessons. I offer private lessons in mathematics and physics for students in scientific and commercial preparatory classes, as well as for students in bachelor's, master's and engineering schools. My areas of expertise include: - **Algebra** - **Analysis** - **Probability** - **Statistics** - **Numerical analysis** - **Differential equations** - **Optimization** - **Graph Theory** Whether you need help understanding complex concepts, preparing for your exams, or deepening your knowledge, I am here to support you and provide you with personalized, quality teaching. Why choose my courses? - **Proven Expertise**: 22 years of experience in higher education and private lessons. - **Solid Qualifications**: Doctorate in mathematics and master's degree in physics. - **Personalized Approach**: Courses adapted to your specific needs and your pace. - **Assured Success**: Proven educational methodologies to maximize your potential. Invest in your success with high-quality private lessons! Regards,

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Availability of a typical week

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from C$50.33Online via webcam

Good-fit Instructor Guarantee


If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.

Online reputation

  • Instructor since June 2024
  • Google connected

Availability of a typical week

(GMT -05:00) New York
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from C$50.33Online via webcam

Good-fit Instructor Guarantee


If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.

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