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.

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.

Learn Python and understand algorithms and data structures with simple, clear lessons. We'll cover key topics like sorting, searching, and recursion, with hands-on practice to build your skills. Perfect for beginners or anyone looking to improve their coding and problem-solving!

Welcome to "Machine Learning with Python and PyTorch: Practical Hands-on Training," a beginner-friendly course designed to introduce you to the exciting world of machine learning using two of the most popular tools in the industry: Python and PyTorch. This course focuses on practical, hands-on learning, ensuring you gain the skills needed to start building your own machine learning models. #### Course Objectives: - **Introduction to Machine Learning:** Understand the basic concepts and principles of machine learning. - **Python Programming for Machine Learning:** Learn Python programming essentials tailored for machine learning applications. - **PyTorch Fundamentals:** Get acquainted with PyTorch, a powerful and flexible deep learning framework. - **Practical Experience:** Gain hands-on experience by working on real-world projects and exercises. - **Model Building and Evaluation:** Learn to build, train, and evaluate various machine learning models. #### Course Outline: 1. **Introduction to Machine Learning:** - What is machine learning? - Types of machine learning: supervised, unsupervised, and reinforcement learning - Applications of machine learning in different industries 2. **Python Programming Essentials:** - Introduction to Python programming - Data structures and libraries (NumPy, Pandas) - Basic data manipulation and visualization (Matplotlib, Seaborn) 3. **Getting Started with PyTorch:** - Introduction to PyTorch and its ecosystem - Setting up your environment and installation - Understanding tensors and basic tensor operations 4. **Building Your First Machine Learning Model:** - Data preprocessing and preparation - Splitting data into training and testing sets - Building a simple linear regression model with PyTorch 5. **Training and Evaluating Models:** - Understanding the training process - Loss functions and optimization algorithms - Evaluating model performance using metrics 6. **Advanced Models and Techniques:** - Introduction to neural networks - Building and training a neural network with PyTorch - Exploring convolutional neural networks (CNNs) for image classification 7. **Practical Projects and Applications:** - Hands-on projects to reinforce learning - Real-world applications and case studies - Tips and best practices for successful machine learning projects 8. **Next Steps in Your Machine Learning Journey:** - Exploring further learning resources - Joining machine learning communities and forums - Preparing for advanced topics and courses #### Who Should Enroll: - Beginners with no prior experience in machine learning - Individuals interested in learning Python programming - Aspiring data scientists and machine learning enthusiasts #### Prerequisites: - Basic computer literacy and familiarity with high school-level mathematics - No prior programming or machine learning experience required #### Course Outcomes: By the end of this course, you will be able to: - Understand the fundamental concepts of machine learning - Write and execute Python code for machine learning tasks - Use PyTorch to build, train, and evaluate machine learning models - Apply your knowledge to real-world problems and projects - Take the next steps in advancing your machine learning skills Join us in "Machine Learning with Python and PyTorch: Practical Hands-on Training" to embark on your journey into the fascinating world of machine learning. Gain the skills and confidence needed to build and deploy your own models, and start making an impact with machine learning today.

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

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!😉

A graduate of EPFL in robotics, mathematics and physics are the foundations of my training. Over the years, I have had the chance to assist many students as a personalized tutor (CVAJ), science popularization workshop facilitator (SPS, EPFL), or as a course assistant (robotics course at EPFL). I assist on: - Mathematics, including the fundamentals up to analysis, trigonometry, algebra... - Physics, particularly mechanical physics. - Computer science, with python courses.

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

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.

This class offers a comprehensive approach to mastering Physics, Mathematics, Python programming, and Machine Learning. Whether you're preparing for high school, university, or competitive entrance exams, I provide tailored lessons to meet your needs. In Physics and Math, you'll learn key concepts from mechanics and electromagnetism to calculus and algebra. For students interested in technology and data science, my lessons also cover Python programming from basic syntax to advanced applications in Machine Learning. Additionally, I offer specialized sessions to help you excel in college entrance exams, including personalized study plans, problem-solving strategies, and exam techniques. Whether you want to deepen your understanding of physics, boost your math skills, or explore Python and machine learning, this course offers a balanced, practical learning experience to help you achieve your academic and career goals.

By delving deep into the practical applications of statistics and data science, this course is designed to set you up for success. Learn from real-world examples: Instead of spending hours on theoretical material and trying to relate it to practical issues, we will focus solely on applied statistics. Programming will allow you to apply theory to real-world problems, equipping you with the knowledge and skills you need to succeed. We won’t be spending hours solving math problems by hand for reinforcement, as this isn’t school. Instead, we’ll use cutting-edge methods and code libraries that leverage the latest software releases to maximize productivity and efficiency. If you have any further questions, please do not hesitate to contact us.

This class is designed to help students tackle key GCSE and secondary-level Maths concepts with confidence. From algebra to trigonometry, I'll guide you through each topic with clear explanations and problem-solving techniques. Whether you're preparing for exams or just looking to improve your Maths skills, this course is tailored to your individual needs. Having transformed my own understanding of Maths from a beginner to achieving top grades, I know how to break down complex topics and make them easier to understand. You can trust me to help you succeed!

Academic Support: Mathematics from Secondary to Bachelor's Degree and Fundamentals of Programming in C and C++ 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!

C# is the programming language approved by Microsoft, the leading software company in the world. In the course, you will learn how to create complete programs such as managing a restaurant, company, law firm, point of sale, real estate management programs, clinics, institutes, universities, etc., so that you can sell and market software on the Internet and gain a strong career to support you in your professional life.