Machine learning course / project by Doctor in machine learning and actuarial science - Paris

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Machine learning course / project by Doctor in machine learning and actuarial science

From 42 £ /h

Hello,
I am an experienced machine learning teacher with 5 years of expertise in teaching this discipline at all levels. My expertise using Python and R allows me to teach different machine learning algorithms such as neural networks, decision trees and clustering algorithms. I am also experienced in using popular Python and R libraries such as TensorFlow, Keras, Scikit-learn and ggplot2.
In addition to my machine learning skills, I am able to help students read and understand research papers for their presentations, as well as work on projects in Python and R. My commitment to machine learning is passionate and I enjoy sharing my knowledge with my students.
If you are interested in my services as a machine learning teacher for all levels, do not hesitate to contact me.
In addition to my machine learning skills, I am also able to help you with mathematics, statistics and dissertation writing.
I am available to teach the following subjects:
1.Python or R
2. Data exploration
3.Machine learning
3.1. Intro ML
3.2. Linear Model
-> Linear Models for Regression and Classification
3.3. kernel
-> Kernelization
3.4. Model selection
3.5. model set,
-> Bagging / RandomForest, Boosting (XGBoost, LightGBM,...) , Stacking
3.6. Data preprocessing
-> Data pre-processing
-> Pipelines: choose the right preprocessing steps and models in your pipeline
-> Cross validation
3.7. Neural Networks
-> Neural architectures
-> Training neural nets: Forward pass: Tensor operations and Backward pass: Backpropagation
-> Neural network design: Activation functions, weight initialization and Optimizers
-> Neural networks in practice: Model selection, Early stopping, Memorization capacity and information bottleneck, L1/L2 regularization, Dropout, Batch normalization
3.8. Convolutional Neural Networks
-> Convolved Image
-> Convolutional neural networks
->Data increase
-> Model interpretation
-> Using pre-trained networks (transfer learning)
3.9. Neural Networks for text
-> Bag of word representations, Word embeddings, Word2Vec, FastText, GloVe

Extra information

In addition to my teaching in machine learning, I can also help my students prepare for job interviews for data scientist positions.

I am currently doing a doctorate in applied mathematics at Paris 1. I obtained my two master's degrees in statistics (at paris 1) and in machine learning (at INSA Rouen).

My research work focuses on the application of machine learning techniques to statistical problems. I am passionate about applying mathematics and computer science to solving real-world problems.

Location

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At teacher's location :

Place de Clichy, Paris, France

Online from France

About Me

I am passionate about applying mathematics and computer science to solving real-world problems.

If you want to learn more about my professional background and skills. You will discover my professional experiences, achievements, and areas of interest there.

I am passionate about applying mathematics and computer science to solving real-world problems.

If you want to know more about my professional background and my skills. You will be able to discover my professional experiences, my achievements and my centers of interest.

Education

I am currently pursuing a doctoral degree in applied mathematics at the University of Paris 1. I obtained my two master's degrees in statistics (at Paris 1) and machine learning (at INSA Rouen). My research work focuses on the application of machine learning techniques to statistical problems.

I am currently doing a doctorate in applied mathematics at the University of Paris 1. I obtained my two master's degrees in statistics (at paris 1) and in machine learning (at INSA Rouen). My research work focuses on the application of machine learning techniques to statistical problems.

Experience / Qualifications

I am a machine learning teacher with 5 years of experience and I am able to teach at all levels. I specialize in using Python and R to teach different machine learning algorithms, including neural networks, decision trees, and clustering algorithms.

Age

Children (7-12 years old)

Teenagers (13-17 years old)

Adults (18-64 years old)

Seniors (65+ years old)

Student level

Beginner

Intermediate

Advanced

Duration

60 minutes

The class is taught in

French

English

Skills

Math

Statistics

Computer science

Availability of a typical week

(GMT -04:00)

New York

At teacher's location and via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Python and R course by a Machine Learning and Actuarial Researcher

42 £ /h

Hello !

If you're looking for a private Python tutor, you've come to the right place!
I am a Python expert with several years of experience teaching this programming language. I can help you learn the basics of Python, as well as more advanced topics such as objects and classes.
As a private teacher, I can adapt my lessons to your level and your individual needs to help you progress quickly.
I can also show you how to use popular libraries like:
NumPy: a library for scientific computing, which allows working with multidimensional arrays and performing high performance calculations.
Pandas: a library for data analysis, which offers flexible and easy-to-use data structures for manipulating tabular data.
Matplotlib: a library for data visualization, which allows you to create professional-quality graphs and figures.
Scikit-learn: a library for machine learning, which offers supervised and unsupervised learning algorithms for data analysis.

If you are interested, do not hesitate to contact me to discuss your needs and my availability. I look forward to working with you!

Benoit

5.0

(41)

I am a qualified and experienced mathematics tutor. Graduated from the Free University of Brussels in 2011, I started my career by teaching remedial courses in different schools in Brussels. I then specialized in individual academic support by following educational training at the Harvard Graduate School of Education. I have been giving private mathematics lessons daily for over ten years.

The students who follow my private lessons benefit from personalized support. The first session is devoted to an in-depth assessment of the student's mathematical knowledge. The objective is to detect its weak points and understand their origin in order to adapt my courses to its needs. I develop a tailor-made remediation program for each of my students aimed at filling each of their gaps. Over the course of the sessions, the student builds a solid foundation for learning and regains self-confidence. At the same time, I help him acquire a work methodology that allows him to gradually become autonomous in his studies.

I have a thorough knowledge of the mathematics curriculum for middle and high school (from 6th to 12th grade). I am also qualified to support students in preparing for international exams such as the SAT, the OMPT, and the International Baccalaureate (IB) in all its variations: Analysis and Approaches (AA SL/HL) and Applications and Interpretation (AI SL/HL).

Throughout my years of training, I studied and developed numerous techniques that facilitate learning mathematics. The strength of my teaching approach lies in my ability to explain, in simple terms, anything a student finds complicated. I am passionate about this profession because it offers me the opportunity to guide struggling students toward success. It is a true pleasure to see them progress and rediscover their connection with the fascinating world of mathematics.

I offer private tutoring in Paris (at the student's home) or remotely (online). My online lessons take place on an interactive whiteboard. This whiteboard is specifically designed to facilitate student/teacher interaction online. Thanks to this teaching tool, my online lessons are just as effective as in-person lessons. The student only needs an internet connection and a computer, tablet, or smartphone to participate.

Mounir

5.0

(41)

I am a qualified engineer from Arts et Métiers ParisTech and followed a preparatory class, accumulating more than 10 years of experience as a private mathematics teacher. My goal is to help your child reach their full academic potential in mathematics and develop skills that will prepare them for a bright future.

Why choose my courses?

Would you like your child to:

Significantly improve your results in mathematics/physics-chemistry?
Join a selective curriculum?
Become independent and confident in your abilities?
Over the last 5 years, I have had the privilege of supporting more than 30 French students, from middle school (sixth, fifth, fourth, third) to high school (second, first, terminale), towards academic success. My students obtained good averages, passed the certificate, the baccalaureate and the preparatory classes, while strengthening their self-confidence.

My teaching method in 3 steps:

Short term: Immediate improvement in average by assimilating the course and preparing for assessments. This includes assimilating the course, taking notes, practicing standard exercises, anticipating teachers' expectations and test questions, as well as acquiring writing methods.

Medium term: Integration of reasoning and working methods. Your child will learn to work regularly in this order: assimilation, training exercises, preparation for assessments and analysis of results.

Long term: Establishing clear goals, building the steps to achieve them, realizing the SIMPLICITY of mathematics, building confidence in your abilities and unlocking your child's potential.

Details of the formula:

One to two sessions of 1h30/2h per week to assimilate the course and prepare for the evaluations.
Classes delivered via Google Meet for effective online learning.
Use of a virtual whiteboard to facilitate the assimilation of concepts.
Access to an online library including 10 mathematics reference books.
Over 1000 online exercises to strengthen math skills.
Questions ?

Contact me now on Apprentus, and I will respond quickly. Together, we can give your child the future they deserve through an exceptional math education.

Don't let this opportunity pass you by! Book today for outstanding results in mathematics.

Give your child the future they deserve with exceptional math lessons!

Salah

5.0

(41)

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.

Oliver

5.0

(41)

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! 😊

Beatrice

5.0

(41)

I have worked for 6 years now with kids from international schools who were "hating" maths because the methods used by their IB teachers were too complicated and hard to understand.

I believe that no one is "not mathematical", we just have to find the way to approach the subject together; I have indeed a few teaching methods that can be adapted to a kids' needs, I believe every kid needs a different method to fully understand the subject.

I provide 3 types of lessons that represent 3 phases:
1. THEORY - Understanding the theory behind the exercises, this phase is the shortest since I believe that to fully understand maths you need to exercise.
2. EXERCISES - Doing exercises divided by subject we. just went through in the theory part.
3. PAST PAPERS - Going through past papers to "simulate" a potential exam.

Dividing the process in 3 phases has proven really effective in succeeding not only during the year but also at the final exams.

Amin

5.0

(41)

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.

Mavi

5.0

(41)

I am Mavi, a physics engineer working at an aerospace company.
I have been teaching private lessons at the primary, secondary, high school, and university preparatory levels for 9 years. I teach mathematics, physics, chemistry, and science. I have a good command of the curricula of IB, IGCSE, American, Hong Kong, and international schools.

Additionally, I hold the position of president at the Astronomy Society, where I foster my students' interest in astronomy and science beyond the lessons. I prepare the learning environment by incorporating experiments and exploration, moving away from rote education. I often bring experimental materials to class, aiming to make learning memorable through hands-on experiments.

As an educational mentor, I approach my students as if they were my siblings, valuing creativity. I have a deep passion for mathematics, physics, and science. I am dedicated to helping students understand and learn because life encompasses both SCIENCE and ART. The more people I can inspire to know, understand, and love mathematics, physics, and chemistry, the more proud I am.

Are you curious about how nature works?

Let's explore together!

Ayoub

5.0

(41)

It is important to me to teach my students while adopting an active teaching method. I put all my experience acquired as a head teacher and also that of my academic career to the service of their success.

- Mathematics
- Chemical Physics,
- Technology.

My courses are aimed at students in the French system from 6th to 12th grade (Speciality: Mathematics, PC).

Meyssa

5.0

(41)

Currently a third-year engineering student at ESILV after a preparatory class in Mathematics and Physics, I offer private lessons tailored to the needs of each student.
I can tutor middle school and high school students in mathematics, physics, computer science, as well as history, French, philosophy, and Spanish. I also offer advanced courses in mathematics, physics, and computer science.

My teaching method is based on a structured and proven approach, which I developed and refined during the private lessons I gave in preparatory classes.
First session: reading and understanding the lesson, creating a summary sheet, application exercises, then exercises to do for the next session.
Subsequent sessions: quick oral review based on the completed worksheet, detailed correction of exercises and further exploration of key concepts.
This method allows the student to consolidate their foundations, gain rigor and autonomy, while progressing effectively.

Paul

5.0

(41)

As a private tutor for the past seven years, I have worked with over fifteen students of varying backgrounds, from middle school to university level. My role is to help them overcome learning difficulties, strengthen their fundamental skills, and rebuild their confidence in mathematics.

I have worked with both struggling students and advanced students wishing to improve their methods or prepare for higher education.

By listening to the needs and ambitions of each student, I adapt my teaching to consolidate the basics, clarify poorly understood concepts and establish solid methods.

My goal is also to help students discover (or rediscover) a genuine pleasure in doing mathematics. This joy of understanding and progressing has been the driving force behind my own journey in fundamental mathematics, up to my Master's degree, and I wish to pass it on in turn through supportive guidance tailored to each individual.

Nadine

5.0

(41)

As a teacher, passionate but above all very strict and rigorous, I'm not here to play games: hard work and exam success are paramount. I've been supporting my cousins and relatives for years, not only by teaching them effective study methods, but also by providing strategic advice on how to concentrate, focus, and calmly prepare for the Baccalaureate and higher education.

Athalie

5.0

(41)

Hello, I'm a student in Life Sciences – Chemistry at Paris-Saclay University. I offer tutoring in Life Sciences, Chemistry, and Maths tailored to students from preschool to middle school to help them understand scientific concepts and progress in their learning. My goal is to make Life Sciences, Chemistry, and Maths more accessible through clear explanations, an adapted teaching method, and personalized support.

Samuel

5.0

(41)

I am a marine biologist by training, passionate about science, learning, and sharing knowledge. My work has taken me to many countries, in environments as diverse as tropical oceans, the Arctic, and polar regions. These international experiences have taught me to be curious, adaptable, and to approach science in a concrete and accessible way.
I enjoy sharing my curiosity with students and helping them progress at their own pace, reviewing challenging concepts, developing their study methods, and above all, building their self-confidence. I offer math, life and earth sciences, and science tutoring for middle and high school students in a focused, supportive, and relaxed environment.

Daniel

5.0

(41)

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.

Susanne

5.0

(41)

I have always loved mathematics, and I wish to pass on this passion as best I can.
In high school, I took the Mathematics specialization as well as the Expert Maths option, then during my biology degree, I excelled in mathematical subjects.
I think that math is first and foremost a game of logic, the rules of which you simply have to understand.

Feel free to contact me for more details !