Python and R course by a Machine Learning and Actuarial Researcher

Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning. This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied. As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others. I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly. Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.

Master Python with Personalized Courses Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels. Why Choose My Courses? Personalized Teaching Approach: Each course is tailored to your skill level and individual goals. Practical Experience: Learn by doing with real-world projects that build your understanding and skills. Ongoing Support: Get unlimited email support for any questions you have between sessions. As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey. Book Your First Lesson: Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.

I am a data engineering specialist. I can teach you Python programming, I can also teach you algorithms, data structures, or we can have a session to discuss any questions you have about the software and data engineering job market requirements. How can you draw your study and career plan to succeed in the job market?

Découvrez la puissance de Python avec un formateur expérimenté en informatique ! Je suis Hamza, un développeur passionné et mentor chevronné avec une vaste expérience dans l'enseignement de la programmation. Mon approche pédagogique unique vous permettra d'acquérir rapidement des compétences solides en Python, tout en découvrant ses applications concrètes dans le monde professionnel. Ce que vous apprendrez : Fondamentaux de Python (variables, structures de contrôle, fonctions) Programmation orientée objet avancée Analyse et visualisation de données avec pandas et matplotlib Développement d'interfaces graphiques avec PyQt Projets pratiques inspirés de cas réels en entreprise Pourquoi me choisir ? Plus de 5 ans d'expérience en formation et mentorat Méthode pédagogique adaptée à tous les niveaux Approche hands-on basée sur des projets concrets Passion contagieuse pour le code et l'innovation technologique Que vous soyez débutant cherchant à vous lancer dans la programmation ou professionnel souhaitant monter en compétences, ce cours vous ouvrira de nouvelles perspectives passionnantes dans le monde du développement logiciel et de la data science. Rejoignez-moi pour un voyage captivant au cœur du langage de programmation le plus polyvalent et demandé du marché ! Réservez maintenant et faites le premier pas vers la maîtrise de Python. Votre carrière en tant que développeur Python commence ici !

What You Will Learn: Core Principles: Introduction to programming, algorithms, and data structures to build a strong foundation. Advanced Libraries and Frameworks: NumPy, Pandas, and Django to create web applications and perform efficient data analysis. Practical Projects: Real-world applications to strengthen your skills and build an impressive portfolio. How You Will Benefit: Students: Gain the necessary skills to excel in academic projects and lay the groundwork for your career. Self-Taught Learners: Avoid common mistakes and fast-track your progress with clear, hands-on guidance. Professionals: Enhance your skill set to meet industry demands and open up new career opportunities. Why Choose My Courses?: Personalized Approach: Each course is customized to your level and learning pace, ensuring tailored guidance and support. Theory and Practice: You’ll combine theoretical concepts with hands-on exercises for a comprehensive and lasting understanding. Solving Real-World Problems: Learn how to tackle the common challenges faced in programming, from debugging to performance optimization.

I offer an online introductory course to Python programming. The course is divided into 24 sessions, each session lasts 1 hour. The participant will learn at their own pace and will benefit from the expertise and teaching skills of a teacher with a doctorate in computer science. At the end of the course, the participant will master the fundamental concepts of Python programming.

I am currently working as an online teacher 🧑‍🏫 and course content developer in Python, SQL and a wide range of Machine/Deep Learning topics 🧑‍💻. My experience enables me to offer lessons ranging from beginner to advanced levels. I can tailor the classes to your specific needs and schedule, providing a well-structured learning path 🚀. What do you get from me? 👉 Learn at your own pace without any pressure 👉 Well-documented tutorials What topics do I usually cover at the beginning for people without Python/SQL experience? ✔️ Understanding the basic concepts (variables & types) --> Python/SQL ✔️ Math & Statistics (explained easily) --> Python ✔️ Data Manipulation (tables, dataframes, joins,...) --> Python/SQL What topics do I cover for people with Python/SQL experience? ✅ Classic libraries: Pandas, Numpy, Scikit-learn, Tensorflow, Pytorch ✅ Data Analytics/Visualization: Plotly, Seaborn, Matplotlib ✅ Domains: Regression, Classification, NLP, LLM, Computer Vision, Generative AI, Time Series, Neural Networks, Ensemble Methods ✅ MLOps: MLflow, Prefect, Mage, GCP, AWS Whether you are new to the field, seeking to enhance your skills, or require assistance with a work/school project, feel free to reach out to me!😉

As an automatic electrical engineer, I acquired expertise in the design and optimization of electrical and control systems. I am also passionate about teaching and I offer lessons for all levels, from beginner to advanced, and I adapt to each student to ensure effective and personalized learning. I teach a variety of subjects including circuits, electricity, embedded systems, IoT, python or C++ programming, AI, digital and analog electronics, microcontrollers, sensors, actuators, and much more. My extensive knowledge in this area allows me to convey complex concepts in a clear and concise manner, helping students to better understand and excel in this subject. My goal is to provide top quality education while helping students achieve their academic goals.

Dive into the exciting world of coding with Python, the perfect programming language for beginners! This course is designed to help you start from scratch, with no prior programming experience required. You’ll learn Python’s basics, including its simple syntax, variables, and data types, in a friendly and easy-to-follow way. As you progress, you'll explore fundamental concepts like loops, conditionals, and basic data structures such as lists and dictionaries. The course focuses on hands-on learning, with practical exercises and fun projects to ensure you build real programming skills. You'll also discover how to write reusable code with functions and gain an understanding of how Python can be applied to solve everyday problems. By the end of this course, you'll be able to write your own Python programs, understand core programming concepts, and feel confident exploring more advanced topics in the future. Whether you want to enhance your career prospects or simply try something new, this course is the perfect place to begin your programming journey.

Passionate about programming, we offer Python support courses adapted to all levels, from beginner to advanced. These courses are aimed at students in preparatory classes for grandes écoles (CPGE) as well as anyone wishing to acquire solid programming skills. The lessons cover the essential foundations of Python with a clear and accessible teaching approach. Whether you are new to programming or want to deepen your knowledge, you will benefit from structured and progressive teaching. With a focus on concrete concepts and practical examples, these courses aim to strengthen your skills in a tangible way. You will be guided through the nuances of Python, gaining a deep understanding that will benefit you both in your studies and in your future career. Join us to explore the fundamentals of Python programming and progress to more advanced levels. Together, we will build a solid foundation and develop the skills needed to succeed in the dynamic world of computer programming.

Start with the fundamentals like variables, loops, and conditionals, and progress to more advanced concepts including manipulating files, images, and using Python libraries like Numpy, Scipy, Pandas, and Matplotlib. Also explore the fundamentals of object-oriented programming. Why choose this Course? By opting for these courses, you will have the opportunity to consolidate your knowledge through practical exercises and concrete mini-projects which will strengthen your Python skills. Each session will be interactive, allowing you to ask questions and receive constructive feedback on your code. You will be able to benefit from personalized support. Lessons are tailored to your level, whether you're looking to pursue a career in programming or just want to learn for fun. Sessions are tailored to your goals, and ongoing support is provided to overcome any challenges you may encounter.

This class offers a comprehensive, engaging learning experience in both math and Python programming, tailored for students from primary to high school. Through interactive lessons, students will build a solid foundation in math, covering topics such as arithmetic, fundamental of math for primary schools Basic Arithmetic (Addition, Subtraction, Multiplication, Division) Number Sense and Place Value Introduction to Fractions and Decimals Geometry Basics (Shapes, Perimeter, Area), and for Middle schools Fractions, Decimals, and Percentages Ratios and Proportions Basic Algebra (Equations, Expressions). In parallel, students who gets IT lessons fron me will explore the world of programming with Python, starting from basic syntax and progressing to real-world applications, including data analysis, some tasks to perform the tasks

Looking to master programming and become a skilled developer? In this course, you'll learn the basics of Python and other programming languages, as well as how to use them to build machine learning models. We also offer specialized assistance for students in programming and database management using SQL (CPGE students). Python is a powerful general-purpose language used in web development, data science, software prototyping, and more. Its simple and easy-to-use syntax makes it an excellent choice for beginners learning to program. Additionally, upon request, we offer courses in other programming languages such as C, R, and MATLAB. Classes can be conducted remotely or in person, and we tailor our instruction to meet individual or group needs. If you have any questions, feel free to contact us.

Academic Support: Mathematics from Secondary to Bachelor's Degree and Fundamentals of Programming in C and C++ and Python for Beginners and Intermediates Whether you are in high school, university or a professional changing career, this academic support program allows you to strengthen your skills in mathematics and programming. In mathematics, you will master the key concepts of secondary and university programs, while in programming, you will learn the basics and fundamentals of C and C++ for beginners and intermediates. This online course is structured to offer you flexible instruction, adapted to your level and your specific needs. --- Why choose this program? - Tailor-made support: Each session is adapted to your objectives and your level, whether it is to prepare for an exam, resolve specific difficulties or improve in a specific area. - Quality teaching: Courses given by an expert in mathematics and computer programming, able to guide you step by step in your learning. - Interactive and engaging methodology: Clear teaching with practical examples, interactive exercises and real projects to allow you to understand and apply the concepts studied. - Flexibility of formats: Choose from 60, 90 or 120 minute sessions depending on your availability and your objectives. --- Course content: Mathematics : 1. Secondary level: - Algebra and geometry: Solving equations, systems of equations, properties of geometric figures. - Trigonometry and arithmetic: Properties of trigonometric functions, trigonometric identities, calculations with logarithms and sequences. - Probability and statistics: Basic concepts of probability, calculation of means and standard deviations, conditional probabilities. 2. Bachelor level: - Differential and integral calculus: Study of functions, derivatives, integrals and applications in practical contexts. - Linear algebra: Vectors, matrices, linear transformations, linear systems. - Applied mathematics: Solving complex problems in analysis, optimization and mathematical modeling. --- Programming in C and C++ (Beginner and Intermediate): 1. Introduction to C and C++ programming: - C basics: Variables, data types, operators, control structures (if, while, for), functions and arrays. - C++: Introduction to object-oriented programming (OOP) with classes, objects, inheritance, polymorphism. - Memory management: Dynamic allocation, pointers, memory management in both languages. 2. Intermediate programming in C and C++: - Advanced data structures: Linked lists, stacks, queues, binary trees. - Exception handling: Using try-catch in C++ and error handling in C. - Practical projects: Development of simple applications, games or automation projects with C/C++. --- Course schedule: - 60 minutes: Short, focused lessons to address a specific topic or solve a particular problem. - 90 minutes: Perfect for exploring a topic in more depth with concrete examples and practical exercises. - 120 minutes: Intensive format for in-depth reviews, projects or advanced programming sessions. Each session includes: 1. Introduction: Review of concepts or introduction to new notions. 2. Detailed explanation: Theory accompanied by practical examples to illustrate the concepts. 3. Hands-on exercises: Problem solving, live code or case studies. 4. Questions and answers: Clarification of doubts and review of complex points. --- Resources and tools provided: - Teaching materials: Course notes, exercises and projects, detailed solutions for each problem studied. - Interactive platform: Use of a digital whiteboard, screen sharing and real-time code simulation. - Follow-up between classes: You will have access to email follow-up to ask additional questions or clarify points after each session. --- About the trainer: An experienced trainer, passionate about exact sciences and programming, with a solid background in teaching mathematics and C/C++ programming. With a clear and structured pedagogical approach, he will guide you through each step of your learning, providing you with the keys to succeed and progress quickly. --- Book your course now! If you want to improve your math and programming skills or need targeted support to succeed in your exams or projects, this program is for you. Register now and start your personalized learning for a successful future!

Looking for the right coding instructor and mentor for your child? Meet Mr. Tee: A passionate, dedicated coding instructor with over 4 years of experience in shaping young minds for a tech-driven future. Here's a quick overview to start with: -Fun, Engaging STEM Curriculum: I make coding fun with Python, Scratch, Minecraft, Roblox, and mobile app development. Students get to create, play, and learn! -Global Standards: As a former instructor at First Code Academy, Hong Kong and currently teaching international students coding at eduSTEMlab coding academy, I bring international teaching standards to the table, teaching students with the best coding curriculum. Certifications and Skills: Whether it's Python (PCEP Certification), robotics with Arduino, or web design with WordPress, I tailor courses to match each student's interests and level. Hands-on Learning: Real projects, real apps, real fun! Students will develop practical skills while exploring the world of coding, robotics and automation. Judging Experience: I’ve even served as a judge in the International Kids Coding Competition, recognizing creativity and innovation in young coders worldwide. See you in class, Mr. Tee