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

Translated by GoogleSee original

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

From 42.87 £ /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

Use Ctrl + wheel to zoom!

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 -05:00)

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

42.87 £ /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

(39)

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.

Abderrahim

5.0

(39)

Hello,
Previously a double degree student in computer science and mathematics at Sorbonne Paris Nord University (formerly Paris 13).
Student in applied mathematics engineering at ENSTA PARIS and ENSAE PARIS in double degree
I can give tutoring in mathematics so that in physics and chemistry, the main advantage of my classes is that they contain tips that improve the student's response to an exercise, a very good course that aims the essential without forgetting the important details, and a follow-up of the evolution of the student through the tests of progression and exercises since the exercises of application until the starry exercises.
Apart from my good teaching approach, I have great skills in mathematics and physics chemistry besides I am the first dz my class in mathematics in double license.
Through my private lessons I want not only to transmit my knowledge, but also the good methods and reflexes before tests or exercises.
Cordially.

Mounir

5.0

(39)

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

(39)

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

(39)

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! 😊

Raef

5.0

(39)

Experienced and qualified teacher gives private lessons at home or online by a very modern method of Mathematics - Analysis - Matrices - Statistics - Algebra - Physics - Chemistry - Biology and Geology of the France or International or European program to students of Terminales, 1ère, Seconde , Brevet, Concours and 1st year university preparatory classes.
You can contact me for details.
I practice teaching since I was a student where I was first in my class.
Specific program for CNED students or those of International School in english.
My students' results are All with VERY GOOD, GOOD AND EXCELLENT grades.
Do not hesitate to contact me for more information, guaranteed response in a few minutes to a few hours maximum.

Prof

5.0

(39)

Hi there ! 👋

My name is Jamal and I am an experienced trainer, specialized in Maths and Physics-Chemistry courses, adapted to each student. 📚✨

✅ Improve your skills: Do you want to progress in Math, Physics-Chemistry, or both? I offer personalized courses for primary, middle and high school students, as well as for adults. 🧑‍🎓👩‍🎓

✅ All levels: No matter your level, even if you are a beginner, my courses are designed to help you progress! 🚀

✅ Effective teaching method: My method is based on an approach that facilitates the assimilation of concepts, allowing you to succeed in your homework and exams. 🎯 I combine theoretical courses, practical exercises, tutorials, exam corrections and revision sheets.

✅ Varied Support: I use a multitude of supports, including presentations, games, videos, images, audios, and homework between sessions to make learning dynamic. 🎥🎮📖

If you need help, feel free to contact me. I am here to help students around the world improve their grades and skills! 🌍💪

Ayoub

5.0

(39)

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).

Yassine

5.0

(39)

🎓 Associate Professor of Mathematics – Make a difference in your studies!**

With several years of experience as a teacher, examiner and examiner, I support pupils and students of all levels to achieve their academic goals and pass competitions or exams.

### **📘 Supported Levels and Specialties:**
- **High school:** Terminale (French mission) and 2 Bac Sciences Maths.
- **Preparatory Classes (CPGE):** MP, PSI, MPSI, PCSI, ECS, ECT.
- **Universities:** Bachelor's and Master's courses in science or economics.

---

### **🔑 Methodology:**
1. **Complete assimilation of the course**: Ensure that each concept is fully understood before moving on to practice.
2. **Targeted and progressive exercises**: A bank of varied and in-depth exercises, adapted to the specific needs of each student.
3. **Structure and organization**: Helps to develop effective and sustainable working methods.
4. **Tailor-made support**: Sessions adapted to each student to maximize their potential.
5. **Additional Resources**:
- **Video recording of each session** for review at any time.
- **Annotated PDF** containing all the notes and explanations shared during the course.

---

### **🎯 My strong points:**
- **Rigor and pedagogy**: Courses designed for clear and lasting understanding.
- **Flexibility**: Availability 5 days a week, with online courses via Google Meet.
- **Personalized follow-up**: Contact between sessions to answer questions.

---

**💻 Prices adjustable according to level and terms.
**📲 Contact me now for an initial discussion and an assessment of your needs.

Alex

5.0

(39)

Mathematics is the best way to enhance your intellect but also work on your intuition and your ability to see patterns.

Good day, my name is Alex, I have been teaching math for over 10 years to hundreds of students. I will teach all grades from elementary school all the way to high school and IB/GCSE etc.

My philosophy revolves around these three values:
-Encouragement
-Inspiration
-Discipline

I specialize into teaching mathematics and programming, but in some occasions I teach physics too.
Feel free to contact me.

Anas

5.0

(39)

This course is aimed at students wishing to strengthen their skills in mathematics, computer science and engineering sciences, three complementary disciplines for developing logic, rigor and analytical skills.

The objective is to support each student according to their level and needs:

🔹 In mathematics: understand concepts, solve various exercises and prepare effectively for exams.

🔹 In IT: learn programming (Python, Scratch, C++...), algorithmic logic and the use of digital tools.

🔹 In engineering sciences: discover the principles of modeling, mechanics, and electronics.

Each session is structured to make the student independent, confident and motivated, thanks to clear teaching methods adapted to their pace.

Lisa

5.0

(39)

I give private lessons at home for primary and secondary school children.
I can help students in each subject, with or without difficulty, I really adapt to each individual.
If the student wants to go further, I can take him/her, and if he/she has difficulties, I can help him/her.
At each session we review the skills in the subjects to be worked on, then we establish an action plan for the week in order to optimize time and organize as best as possible.
Finally, depending on his needs and desires, I am available to answer his questions and work with him.

Warda

5.0

(39)

Take things to the next level with Artificial Intelligence!

Do you want to understand the challenges of AI, master new generative tools (ChatGPT and others) and learn how to manipulate real data? Take advantage of a clear and accessible 4-hour training course, delivered by an industry expert.

WHY THIS TRAINING? Unlike online tutorials, I offer a pedagogical approach based on concrete, field experience. As a speaker at international conferences (notably at UNESCO) and a developer of technological solutions with social impact, I will give you the tools to become self-reliant.

PROGRAMME (4 HOURS):
- Demystifying Data: Understanding what data is, Open Data and how it influences our daily lives.
- Generative AI: How language models work, overview of tools and data security.
- Practical "Prompt Engineering" Workshop: Learn how to write effective instructions to achieve immediate professional results.
- Ethics & Sovereignty: Understanding the challenges of the GDPR and protecting your privacy.

WHO IS THIS TRAINING FOR?
- Independent professionals, freelancers or students wishing to boost their productivity.
- Individuals curious to understand the current digital revolution.
- No technical prerequisites are required.

TERMS AND CONDITIONS:
- Duration: to be agreed
- Location: Via videoconference or in person in Paris (or internationally)
- Guaranteed seriousness: A professional training contract will be drawn up for each participant.

Meyssa

5.0

(39)

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.

Yacob

5.0

(39)

Hello! Currently a student, I offer private tutoring in Mathematics and Physics-Chemistry for students from primary school, middle school and up to the second year of high school.

My approach is based on two pillars:

Listening-based teaching: Thanks to my past experience in youth work, I have developed a great ability to connect with children and teenagers. I know how to adapt my language and explanations to make scientific concepts more concrete and less intimidating.

Methodological rigor: The goal is to fill in the gaps, consolidate the foundations, and above all, restore the student's confidence. Each session is adapted to the child's pace to transform difficulties into successes.

Whether it is for regular homework help, test preparation or a refresher course, I am committed to supporting your child with patience and kindness.

Feel free to contact me to discuss your child's needs and arrange a first session!