programming/machine learning/deep learning/statistics

Àpd 86.52 C$ /h

Programming is an essential skill in today's technology-driven world, offering the ability to solve complex problems, automate tasks, and create innovative software solutions. Python, a versatile and beginner-friendly language, is particularly significant due to its simplicity and extensive libraries, making it ideal for various applications from web development to data analysis.

Machine learning, a subset of artificial intelligence, empowers computers to learn from data and make decisions or predictions without being explicitly programmed for each task. It is revolutionizing industries such as healthcare, finance, and transportation by enabling advanced data analytics, pattern recognition, and automation.

Statistics is essential for data analysis, providing the tools to collect, analyze, interpret, and present data effectively. It enables informed decision-making, trend identification, and drawing meaningful conclusions. In programming and machine learning, statistics is crucial for developing models, validating algorithms, and ensuring accuracy.

I specialize in teaching statistics, programming, Python, and machine learning from scratch to an advanced level. My approach ensures that even beginners can build a solid foundation, gradually advancing to tackle complex projects and real-world applications. Whether you are starting with the basics or looking to deepen your expertise, my courses are designed to equip you with the skills needed to excel in the fast-evolving tech landscape.

Informations supplémentaires

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Lieu

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Cours au domicile de l'élève :

Autour de Lausanne, Suisse

En ligne depuis Suisse

Age

Enfants (7-12 ans)

Adolescents (13-17 ans)

Adultes (18-64 ans)

Seniors (65+ ans)

Niveau du Cours

Débutant

Intermédiaire

Avancé

Durée

60 minutes

Enseigné en

anglais

persan

Compétences

Programmation informatique

Python

Maths

Disponibilité semaine type

(GMT -04:00)

New York

Cours par webcam

Cours à domicile

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Maxime

5.0

(12)

Faire des stats quand on en voit l'utilité, c'est plus intéressant !

Statisticien de métier et dans l'âme, j'ai aussi eu le bonheur d'être assistant de statistiques au cours de mes études en géographie à l'Unil. J'ai également suivi de nombreux.ses étudiant.e.s dans des projets impliquant des statistiques, principalement en psychologie et en géosciences, au cours de ces derniers semestres.

Ce cours privé s'inscrit dans la continuité de mes intérêts ; je peux te prêter main forte dans les domaines suivants :
- statistiques uni/bivariées (bases, tests d’hypothèse, distribution, inférence...)
- statistiques multivariées (régression linéaire/logistique, ACP, DAGs...)
- programmation (R, Python, Stata, Jamovi, SPSS, SQL...)
- mathématiques (géométrie, trigonométrie, algèbre, analyse...)

Mon cours s'adresse principalement au niveau universitaire (psycho/SSP, géosciences, HEC...) et gymnasial.

Pédagogie et charge de travail adaptées selon le profil et les difficultés rencontrées dans la matière, le tout dans un mélange bien dosé de rigueur et de bonne humeur !

Pierre-Hadrien

5.0

(12)

Are you looking to improve your math or programming skills, gain confidence before an exam, or simply deepen your knowledge?

My name is Pierre-Hadrien, a Data Science graduate engineer from EPF. I offer private tutoring in mathematics, programming and computer science remotely (Zoom/Teams) for students from middle school, high school, high school, and up to university master's level.

--> What I propose:

- Academic support and exam preparation (high school diploma, bachelor's degree)

- Homework help and targeted revision (with revision sheets if needed)

- Advanced studies in analysis, algebra, probability, and statistics

- Learning and projects in Java, C, Scala, Python, SQL, VHDL, etc...

- Courses tailored to your objectives (refresher courses, advanced training, getting ahead)

--> My experience:

- 4 years of private tutoring experience (math, computer science, physics)

- Coach for first-year students at EPFL

- Teaching assistant to professors in EPFL master's level courses for 3 years (student support, marking papers, etc.)

- Catamaran and windsurfing instructor during the summer

--> My approach consists of explaining concepts clearly and progressively, providing effective working methods and concrete examples to permanently anchor the concepts.

- Format: Online course (Zoom, Teams, Google Meet)

Whether you need a boost to pass your exams or want to get a head start, I'd be delighted to help you achieve your goals. See you soon!

Pierre-Jean

5.0

(12)

• I adopt a concrete and interactive approach: you code from the first lesson, with examples close to your needs and mini-projects to anchor what you have learned. Courses in C, C++, Python, Java, interactive Arduino projects, web development, etc.

• I have successfully accompanied students from EPFL, HEC Lausanne, HES-SO (HEIG-VD, HEIA-Fr) of EHL, etc. With a 100% success rate in exams on my student history!

• Each session begins with a simple explanation of key concepts (variables, loops, functions, objects, etc.), immediately followed by practical exercises to help you progress quickly and effectively.

• The objective is twofold: to build solid foundations and make you independent, while targeting your assessments and your concrete objectives.

Dafnis

5.0

(12)

Bonjour,

Je suis un professeur de machine learning avec 5 ans d'expérience et je suis capable d'enseigner à tous les niveaux. Je suis spécialisé en utilisant Python et R pour enseigner les différents algorithmes de machine learning, y compris les réseaux de neurones, les arbres de décision et les algorithmes de clustering.

J'ai également une expérience approfondie dans l'utilisation de libraries Python et R populaires comme TensorFlow, Keras, Scikit-learn et ggplot2.

En plus de mon enseignement en matière de machine learning, je suis également capable d'aider mes étudiants à lire et à comprendre des articles de recherche pour leurs exposés, ainsi qu'à travailler sur des projets en Python et R.

Je suis passionné par l'apprentissage automatique et j'aime partager mon savoir avec mes étudiants. Si vous êtes intéressé par mes services en tant que professeur de machine learning pour tous les niveaux, n'hésitez pas à me contacter.

Je suis en mesure de vous enseigner les sujets suivants :

1.Python ou R
2.Exploration des données
3.Machinea 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. Ensemble model,
-> Bagging / RandomForest, Boosting (XGBoost,LightGBM,...) , Stacking
3.6. Data préprocessing
-> Data preprocessing
-> 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
-> Image convolution
-> Convolutional neural networks
->Data augmentation
-> Model interpretation
-> Using pre-trained networks (transfer learning)
3.9. Neural Networks for text
-> Bag of words representations, Word embeddings, Word2Vec, FastText, GloVe

En plus de mon enseignement en matière de machine learning, je peux également aider mes étudiants à se préparer pour les entretiens d'embauche pour des postes de data scientist.

Jonathan

5.0

(12)

These courses have the following objectives:
-Learn to program in Python
- Understand the notions of object-oriented programming.
- Understand the most important programming models and concepts of software engineering.
-Learn how to debug and debugging techniques and tools to help you write better code.
-Use code management tools
-Introduction to numpy and pandas libraries
- Implement the knowledge acquired in your projects.

Jean-Michel

5.0

(12)

So that your future professional website is quickly on the first page of Google, I offer home lessons in two-hour increments. These courses are practical and intended to make you autonomous to then manage your WordPress website. Using Astra, Elementor, and the best WordPress plugins, the course also features a premium Rocket.net host that will make your site extremely fast and easy to manage. Without financial commitment over time, this formula is intended for a public wishing to take charge of their website in complete security.
An all-inclusive formula frees up your time to do other things and gives you a turnkey site that is well positioned on Google.
You have the choice and the experience of almost ten years of WordPress website development!
Trust us, everywhere in French-speaking Switzerland.

Jean

5.0

(12)

Msc Statitsics Biostatisticien CHUV-MERCK SERONO
COurse until given for Pyschologists SSP, medical health, HEC and Geology.
Using function import dataset format dataset
cours pour UNIL UNINE UNIGE: Cours donné de la HEC au Psychologues...SSP
Basic assumptions
Probability and Laws (Distribution)

COURS UNIL ou Lausanne gare aussi

From regression-Anova to Chi squared.LMM Survival modelling
Make with your statistics easy and verify your work and coding for Labo-Stat-practical session

Elia

5.0

(12)

Python is a widely used programming language that allows you to quickly become familiar with code. This course is aimed at students who are interested in learning more about this language, whether in parallel with classes they would have at the gymnasium or for their own interest.

This course adapts to the level of the student and allows you to see ever more complex concepts step by step, starting from the basics if necessary. The basic subjects are obviously highlighted if the student encounters difficulties but it is also possible to see together more advanced subjects such as the processing of data, images, signals as well as the development of a website. with python.

Sebastien

5.0

(12)

As a Master of Data Science student at EPFL, programming is a major part of my academic curriculum. I offer to support you in learning the Python programming language. An intuitive language that will allow you to quickly learn the basics of programming.

During my studies, I had the opportunity to act as a student assistant at EPFL in various courses in the Computer Science section. These experiences allowed me to develop a teaching spirit. I really enjoy passing on my knowledge and helping students develop their reasoning skills.

My goal is to make people love programming so that you can use this powerful tool independently and creatively.

Francisco

5.0

(12)

Hi!

Welcome to my class on Matlab programming! As a PhD student in Geophysics my main tool is my computer. In order to do science one needs to know how to program. I often use Matlab in order to analyze data, run numerical models, plot results and much more. So, let's embark on the journey of learning Matlab and explore its diverse capabilities together!

For beginners:
I have designed it for absolute beginners to become at ease with the language within 5 sessions of 1h. Message me to know the 5 classes curriculum and I will be more than happy to share it with you!

For intermediate users:
If you already know the basics of Matlab but want to go more in-depth on certain packages this is the right place! Message me and we can discuss what your needs are!

Eya

5.0

(12)

Je suis étudiante en dernière année de Bachelor en Informatique à l'EPFL et je propose des cours particuliers en mathématiques, physique et informatique pour les élèves de tous niveaux, du primaire au début du bachelor.

🎯 Objectif :
Mon but est d'aider chaque élève à comprendre les concepts en profondeur, à gagner en confiance et à progresser efficacement grâce à des explications claires et des exercices adaptés.

📚 Matières enseignées :
- Mathématiques : algèbre, analyse, géométrie, probabilités, préparation aux examens.
- Physique : mécanique, électricité, thermodynamique, etc.
- Informatique : Python, Java, bases de données, algorithmique, concepts fondamentaux.

📝 Méthode :
- Révision du cours et explication détaillée des notions importantes.
- Exercices pratiques pour renforcer la compréhension.
- Préparation spécifique pour les devoirs, examens ou concours.

Je m'adapte au niveau et aux besoins de chaque élève, que ce soit pour du soutien scolaire régulier ou une préparation intensive avant un examen.

Bastien

5.0

(12)

EPFL engineer, International Mathematical Olympiad medalist, former competitor and coach in competitive programming.
Programming courses for all levels:
Python (beginner → advanced)
C++ (EPFL, computer science gymnasium)
Bachelor's/Master's projects (assistance with implementation)

I make programming logical, clear, and even fun.

Perfect for:
EPFL/HES students experiencing difficulties (Intro to Programming, Algorithms, ADA...)
Computer Science Option High School Graduates
Anyone who wants to learn to code effectively

David

5.0

(12)

Support courses for students wishing to improve or deepen their knowledge in mathematics, physics or programming, in order to succeed in their post-compulsory, university or HES studies.

Typical session structure:
- Correction and analysis of the exercises provided as a supplement, with clarification of any points that remained unclear.
- Discussion and explanation of the concepts studied during the week, in order to ensure a solid and lasting understanding.
- Step-by-step assistance in completing the mandatory exercises.

The service also includes:
- Personalized preparation based on the student's progress in their program.
- The creation of targeted additional exercises to consolidate key concepts and promote effective progress.

To ensure optimal support, students are encouraged to communicate outside of class hours (via messages or video conferencing) to ask questions, share their difficulties, and indicate the concepts they wish to explore further in the following session.

Amine

5.0

(12)

I offer personalized courses in Mathematics, Physics and Programming for all levels — from middle/high school to university.

Whether you need to reinforce the fundamentals, prepare for an exam, improve your problem-solving skills, or delve deeper into more advanced concepts, I tailor each session to your goals and learning style. My approach emphasizes a genuine understanding of concepts, logic, and rigor.

In Mathematics, I teach algebra, analysis (calculus), linear algebra, probability, statistics and other essential topics.
In Physics, I focus on mechanics.
In Programming, I teach the basics of programming, algorithms, data structures and problem solving using languages like Python and C.

My goal is not just to help you solve exercises, but to enable you to understand in depth so that you become autonomous and confident in your work.
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I offer personalized lessons in Mathematics, Physics, and Coding for students of all levels — from middle school to university and beyond.

Whether you need help understanding the fundamentals, preparing for exams, improving problem-solving skills, or mastering advanced topics, I adapt each lesson to your goals and learning style. My teaching focuses on building strong intuition, clear reasoning, and structured thinking.

In Mathematics, I cover topics such as algebra, calculus, linear algebra, probability, statistics, and more.
In Physics, I teach mechanics, electromagnetism, thermodynamics, and other core subjects.
In Coding, I teach programming fundamentals, algorithms, data structures, and practical problem-solving using languages such as Python and C++.

My goal is not just to help you solve exercises, but to truly understand the concepts so you can become confident and independent in your learning.

Mohamed

5.0

(12)

Je propose des cours de soutien en mathématiques, physique et programmation Python pour les élèves de gymnase ainsi que pour les étudiants en bachelor UNIL et EPFL(1ère et 2e année).
Je suis en Master actuariat à HEC Lausanne et je suis ingénieur diplômé. Ainsi, grâce à mon parcours en ingénierie et sciences appliquées à la finance et à l'assurance, je vous accompagne pour comprendre les concepts théoriques, les appliquer à travers des exercices ciblés et développer des compétences pratiques en programmation.

Pour les Mathématiques et Physique :
Analyse et algèbre / Probabilités et statistiques
Mécanique et électromagnétisme / Résolution de problèmes et préparation aux examens

Pour la Programmation Python :
Bases et syntaxe Python / Algorithmique et structures de données
Modélisation et simulation scientifique / Aide aux projets académiques

Avant chaque séance, je fournis une série d’exercices à préparer afin de mettre en pratique les notions vues.
Chaque cours commence par un résumé des concepts clés et des formules importantes, pour s’assurer que les bases sont bien comprises.

Nous corrigeons ensuite les exercices ensemble, en identifiant les difficultés et les lacunes de l’étudiant.
Pour renforcer les points faibles, je propose des exercices ciblés supplémentaires, adaptés au niveau et aux besoins de chacun. Mon approche permet de progresser rapidement, de consolider les acquis et de gagner en confiance pour les examens ou projets.