My method is based primarily on practice, because I believe that it is by writing code and trying to solve problems that one truly progresses in programming. Each lesson begins with an explanation of the new concepts we will cover. I then provide exercises tailored to the student's level, which we work through together gradually. The goal is not simply to give the answer, but to understand the reasoning that leads to the solution. I adapt to each student's pace and difficulties: if a concept isn't understood, we take the time to review it with simple examples before returning to practice. Conversely, if the basics are mastered, we can move on to more complex exercises. A typical lesson therefore usually takes place in three stages: review or discovery of a concept, guided practical exercises, then correction and explanation of errors. My courses are primarily aimed at beginners and students discovering Python, particularly in high school or the first years of higher education. I can help them understand the basics of the language: variables, conditions, loops, functions, lists, dictionaries, etc. My goal is for the student to gradually become autonomous when faced with an exercise, rather than simply learning solutions by heart.

Do you want to develop modern web applications with Angular and TypeScript, need support with an existing project, or want to deepen your knowledge in a targeted way? In my classes, you'll learn Angular and TypeScript through hands-on experience, using concrete examples and real-world applications. It's not about memorizing commands or copying pre-existing code. My goal is for you to understand how Angular works, why certain solutions are beneficial, and how you can independently solve technical problems later on. The lessons are individually tailored to your current knowledge level and your goals. We can start with the basics or work specifically on advanced topics. Possible topics include: • Fundamentals of TypeScript, JavaScript, HTML and CSS • Components and modern Angular project structures • Signals and reactive data processing • Inputs, outputs and communication between components • Services and Dependency Injection • Routing and lazy loading • Forms and validation • RxJS and asynchronous data • REST APIs and the connection to backends • Architecture of larger Angular applications • Debugging, performance, and code quality • Testing and modern development tools • Git, ESLint and professional work on software projects If you're already working on your own project, a school, technical college, university, or university assignment, or a professional application, we can also work directly with your existing code. Together, we can analyze errors, implement features, improve the architecture, or clarify any open questions. I have been working professionally with Angular since 2016 and today, as a freelance software developer, I create both custom applications and my own software products. This allows me to share not only the fundamentals but also experience gained from real-world, long-term software projects. The course is suitable for beginners, pupils and students as well as for junior and more experienced developers who want to better understand and use Angular and TypeScript more professionally.

Experienced Web & AI Developer: creation of your custom applications and websites and programming courses. The following questions: - Do you have a digital idea or project you'd like to bring to life? (Perhaps a small e-commerce website, a WhatsApp-style chat application) - Do you want to create your own platform or learn to code at your own pace with a professional? Are you looking for someone to hire to create your dream solution? - Do you want a mobile | web | desktop application? Are you looking for a developer for a permanent contract or freelance work? - Private lessons for Web/Mobile apps? Me: As a freelance software engineer, I offer my technical expertise to individuals, project leaders, creators, and very small businesses. A patient, responsive, and attentive communicator, I support you from design to deployment. 1. DEVELOPMENT OF YOUR CUSTOM PROJECTS I design modern, fast, mobile-friendly, and secure solutions. Here are some examples of possible solutions: - E-commerce & Online Sales Platforms: creation of complete stores (catalog, shopping cart, secure Stripe/CB payment, stock and order management, customer area). - Instant messaging & Chat applications: development of WhatsApp/Messenger type applications (real-time messaging, document sharing, statuses, live notifications). - Custom AI Assistants & Chatbots: integration of artificial intelligences (like ChatGPT/Claude) trained on your own documents or configured to automatically respond to your customers, sort requests or automate your daily tasks. - Business tools and private portals: booking platforms, online calendars, interactive dashboards or automation tools. - Maintenance & Evolution: graphic redesign, addition of new features or resolution of bugs on your existing projects. Development pricing: - Freelance: €350 - €520 excluding VAT / day (or turnkey package on quote after review of your specifications). - Permanent contract: 3700 Euros / month in Paris, minimum 2-year contract (after review of your duties). 2. PRIVATE PROGRAMMING LESSONS & COACHING FOR YOU OR YOUR LOVED ONES Whether you are a complete beginner with no prior knowledge, a computer science student preparing for exams, or undergoing career retraining, I offer practical and personalized courses: - Frontend Web Development: HTML5, CSS3, modern JavaScript, React.js to design dynamic and attractive web interfaces. - Server & Backend Development: Node.js (with Express), Python, Java to learn how to create APIs, manage requests and manipulate databases (SQL, MongoDB). - Artificial Intelligence & Automation: introduction to Python for AI, use of AI APIs, data processing. - Practical support: help with your personal projects, getting unstuck with school/university assignments, preparation for technical interviews. WHY ENTRUST ME WITH YOUR PROJECT? - Clear approach: simple explanations, without unnecessary jargon. - Complete expertise: mastery of the entire chain (design, code, server, security, online deployment). - Security & Data: strict adherence to security and confidentiality standards (GDPR). - Trust & Clarity: transparent framing of deadlines and costs. LEGAL INFORMATION & BILLING - Service declared with systematic delivery of a professional invoice.

You decide how to learn. I will teach you as you wish. Do you know your best and fast way of learning, let me know. I go in that was and let you learn as pleasing as possible. Think about it! If you couldn't learn something that seemed difficult, maybe it was the mismatching teaching technique.

Having graduated with a Master's degree in Computer Science and Management (MIAGE) and with nearly three years of professional experience in data and IT at Orange Caraïbes, I offer private lessons tailored to the level and objectives of each student. I can assist you with general IT, Python, SQL, data analysis, Excel, Power BI, programming, databases, and the use of digital tools. The courses can also be geared towards homework help, preparation for a school or university project, introduction to programming or development of professional skills. Having also taught at a secondary school, I place great importance on pedagogy and understanding. My goal is to explain concepts in a simple, progressive, and concrete way, with exercises adapted to your level. Lessons are offered in French or English, primarily for teenagers and adults, from beginner to advanced levels. I travel to the student's home in Brussels and the surrounding area, with content tailored to their level, goals, and pace.

I can teach any field of (physics - Math - any programming language) C++ java python dart Flutter- android native - Django ROS robot operating system Math 1 2 3 4 Experimental physics Electronic physics Quantum physics Geometric optics

Learn how to build modern websites and mobile applications from scratch and develop the practical skills needed for real-world projects. In this Frontend & Mobile Development course, I’ll guide you step by step through the technologies and tools commonly used by developers, including HTML, CSS, JavaScript, Angular, Git, GitHub, VS Code, and mobile application development. You’ll learn how to create responsive and interactive websites, build structured applications with Angular, manage your code using Git and GitHub, and use VS Code efficiently for development. We’ll also explore how frontend technologies can be used to create mobile applications. The course is suitable for beginners and intermediate learners. Lessons are practical and project-based, so you’ll learn by actually building websites and applications rather than only studying theory. My goal is to help you understand how and why the code works, improve your problem-solving skills, learn professional development practices, and gain the confidence to create your own projects independently. Lessons can be adapted to your experience level, learning pace, and personal or career goals.

Learn to code by creating your own games and interactive projects! These online lessons are designed for children and teenagers aged 7–17, from complete beginners to students with some coding experience. We choose Scratch, Python, or Roblox Studio based on your child’s age, interests, and level. Students learn programming concepts, practise logical thinking, and discover how to find and fix errors independently. I’ve been teaching since 2018 and have five years of software development experience. Each lesson combines clear explanations with practical activities in a friendly environment where questions are always welcome. Students also get access to my learning platform to review materials and practise between lessons.

I offer a programming / coding class for kids / adults. During my lessons, I perform a full tutorial of a programming language of your choice. If you do not have a choice I generally start with python as it is the most friendly one :). Programming is like learning another language and I am help you speak it. From my experience, going over basics takes 10 lessons on average but, of course, you are free to start and quit as you want or ask for a lesson specifically focusing on a certain aspect of programming. If this sounds like something you or your child (or both) would be interested in, let me know :))

Do you want to learn programming, improve your skills, or get help with a course, exercise, or computer science project? 💻 I have just completed a bachelor's degree in computer science, specializing in application development, and I offer courses tailored to your level and objectives. I can help you with, in particular: • The basics of programming and algorithms • Python, C#, JavaScript and SQL • Web development • Understanding and solving exercises • Preparing for exams and assignments • Assistance and support on IT projects • Git and the tools used in development Whether you are a complete beginner, a computer science student or simply curious to learn to program, the courses are adapted to your level. 🎯 My goal is to help you understand and gradually become independent. We will progress at your pace with simple explanations and concrete examples.

I offer personalized university-level support in Mathematics, Statistics, Signal Processing, Data Analysis, and Scientific Computing for undergraduate, Master’s, and engineering students. Lessons are adapted to the student’s academic program, level, and objectives, whether the goal is to better understand theoretical concepts, solve exercises and problems, prepare for exams, analyze experimental data, or develop computational methods for scientific and engineering applications. Depending on the student’s curriculum and needs, lessons can cover: ¤ Mathematics — calculus, linear algebra, differential equations, complex numbers, numerical methods, Fourier analysis, and other mathematical tools used in physics and engineering ¤ Probability & Statistics — probability distributions, descriptive and inferential statistics, uncertainty, regression, statistical analysis, and interpretation of experimental data ¤ Signal Processing — time- and frequency-domain analysis, Fourier transforms, filtering, sampling, correlation, spectral analysis, noise analysis, and signal characterization ¤ Data Analysis — processing and visualization of scientific data, statistical interpretation, fitting, uncertainty analysis, and extraction of meaningful information from experimental measurements ¤ Scientific Computing — MATLAB and Python for numerical calculations, data processing, signal analysis, visualization, automation, and scientific applications My approach focuses on understanding the mathematical reasoning behind the methods rather than simply applying formulas or code. I help students connect theory with practical applications, understand why a particular method is appropriate, and progressively develop the ability to solve problems independently. I hold a PhD in Physics and have extensive experience using mathematics, statistics, signal processing, and scientific computing in experimental research. Throughout my doctoral work, I used MATLAB and Python for scientific data processing, filtering, correlation, noise and stability analysis, statistical characterization, and the analysis of optical measurements. Lessons can be provided in English or French, with explanations in Arabic whenever helpful.

Welcome to Practical Web Development! Are you eager to learn how to build modern, responsive, and real-world websites? Whether you are a complete beginner or looking to strengthen your coding skills, my step-by-step guidance will help you reach your goals. What We Will Cover: HTML5 & CSS3: Building structured, beautifully styled, and mobile-friendly web pages. JavaScript & React: Interactive logic, DOM manipulation, and modern web application development. Version Control & Deployment: Using Git/GitHub and hosting live projects (e.g., Netlify). Why Study With Me? Hands-on Learning: We won't just study theory; we will build actual projects together. Customized Pace: Every session is tailored to your learning speed and goals. Problem Solving: Learn practical debugging, clean code practices, and project structuring. Book a session today, and let's start building your tech skills step by step!

I specialize in tutoring programming and software development, with a focus on Java, Spring Boot, Angular, SQL. My goal is to help students build a strong understanding of programming while keeping lessons practical, engaging, and appropriately challenging—not overwhelming. This class is designed for students and aspiring developers who want to strengthen their programming skills or start their journey in software engineering. We can work on programming fundamentals, web development, databases, APIs, backend and frontend development. I use practical examples and hands-on exercises to help you understand concepts and apply them to real-world projects.

Learn practical software development skills through structured lessons tailored to your current experience, learning goals and interests. These lessons are designed for beginners and developing learners who want to understand how software is planned, developed, tested and improved. Topics can include programming fundamentals, application development, problem-solving, program logic, working with data, databases, APIs, version control with Git and GitHub, debugging, testing and understanding the software development lifecycle. Depending on your goals, lessons can also introduce technologies used in modern software development such as JavaScript, TypeScript, React, Node.js and working with front-end and back-end applications. The focus is on learning through practice rather than simply studying theory. We can work through coding exercises, small applications, software challenges and portfolio projects to help you understand how the different parts of software development work together. Lessons can also support students who want help understanding an existing project or want to strengthen particular areas of their development knowledge. No previous programming experience is required for beginner lessons.

This Python class is designed for anyone interested in learning programming, regardless of their previous experience or background. You will learn Python from the basics, starting with variables, data types, operators, conditions, loops, functions, and data structures. As you progress, you will also learn how to work with files, handle errors, and build practical programs. The class focuses on understanding programming concepts through simple explanations, examples, and hands-on practice. Whether you are a complete beginner, a student, a professional, or simply curious about coding, this class will help you build a strong foundation in Python programming.

Data Mining Algorithms and Techniques Training Course - Beginner and Intermediate Level, for Computer Science Professionals and Non-Professionals. The course content is titled: Advanced Analysis and Data Mining. The book can be searched for using its name or the author's name. Table of Contents Chapter 1: Introduction to Advanced Analysis and Data Mining 1-1 What is data mining, its procedures and tools 1-2 What type of data is mined? 1-3 What are databases? 1-4 Relational Database 1-5 Query Language 1-6 Benefits of Database Mining 1-7 months data mining applications A - Business Intelligence (Business Intelligence) B - Internet search engines Chapter Two: Data Recognition 2-1 Data Types, Characteristics, and Features 2-2 Statistical Description of Data 2-3 Visualization of Data 2-4 Measuring data similarity and difference Chapter Three: Preparing Data for Analysis and Mining 3-1 The importance of preparing data for analysis and mining 3-2 Data Cleanup 3-3 Data Integration 3-4 Data Reduction 3-5 Data Transformation and Data Individualization Chapter Four: Pattern Discovery and Exploration, Dependency and Correlation Rules 4-1 Basic Concepts 4-2 Shopping basket analysis (example) 4-3 Evaluating the dependency and correlation rules being explored 4-4 Mining Multi-Level Dependency and Linkage Rules 4-5 Mining multidimensional dependency and correlation rules 4-6 Rules of nominal and quantitative dependency and correlation 4-7 Exploring and identifying rare and negative patterns 4-8 Exploring and Determining the Rules of Dependency and Conditional Linkage 4-9 Evaluating dependency and correlation rules and distinguishing between useful and unhelpful ones 4-10 Measuring the type and strength of the relationship in dependency and correlation rules 4-11 Applications of pattern mining in practical life Chapter Five: Analysis and Mining Using Classification and Prediction Algorithms 5-1 Basic Concepts 5-2 Classification using decision tree extrapolation 5-3 Classification using probability theory (hypothetical theory) 5-4 Classification using hypothetical network theory 5-5 Classification using correlation rules extrapolation 5-6 Classification using neural network algorithm 5-7 Classification using the nearest neighbor algorithm 5-8 Multi-category classification algorithms 5-9 Evaluating the efficiency and selection of classification algorithms Chapter Six: Analysis and Mining Using Cluster Hashing Algorithms 6-1 Basic Concepts 6-2 Clustering by Division 6-3 Hierarchical Clustering A. Hierarchical clustering b. Hierarchical fission 6-4 Probability Clustering 6-5 High-Dimensional Clustering 6-6 Clustering of graphs and network data 6-7 Conditional Clustering 6-8 Cluster Segmentation Assessment Chapter Seven: Analyzing and Mining Outliers and Complex Data Types 7-1 Basic Concepts 7-2 Types of extreme values 7-3 Ways to Explore Extreme Values 7-4 Complex Data Analysis and Mining Chapter Eight: Planning Data Mining Operations and Their Applications in Society 8-1 Planning Data Mining Operations 8-2 Data Mining in the Community 8-3 Data mining applications in vital areas of society 8-4 Practical Application: Recommendation System Usage Scenario Appendix 1: Database Fundamentals Appendix 2: Data Warehouse Fundamentals Appendix 3: Glossary of Data Mining Terms

I specialize in tutoring programming and computer science for university students and aspiring developers. Drawing from my practical experience as a Software Engineer at companies like Cloudflare, my goal is to help you build a solid foundation without feeling overwhelmed. The focus is to transition from academic theory to real-world application by working together on practical mini-projects. This class is for aspiring software engineers who want to bridge the gap between university and the tech industry. You'll learn how to write clean code, master technologies like Java, Python, React, or Docker, and leverage AI tools to optimize your studies. If you are struggling with complex concepts like distributed systems or algorithms, don't worry; I specialize in breaking them down into simple, digestible steps.

I offer mathematics courses adapted to all levels, from middle school to scientific preparatory classes (MPSI/MP), for the Tunisian and French systems. Middle school: strengthening of basic skills, methodology, preparation for tests and the national diploma. High school: algebra, analysis, geometry, preparation for the baccalaureate (maths specialization) and for exams in the Tunisian system. Preparatory cycle (MPSI/MP): support for DS, DM, practice exams, preparation for competitions (national Tunisian and French, CNC), correction of copies and writing methodology specific to the requirements of the competitions. My teaching method is based on the guided resolution of classic problems and the identification of recurring errors — the approach I also develop on my YouTube channel [link], where I correct in detail typical prep school exercises. Online or in-person courses, available in French.

Learn Python by actually building things. Whether you're starting from zero, studying computer science, or already know the basics and want to become more confident, I'll help you learn Python through practical exercises and real projects. We can work on: • Python fundamentals • Variables, conditions, loops and functions • Lists, dictionaries and object-oriented programming • Working with files and APIs • Automation and useful scripts • Debugging and understanding existing code • Building small projects for your portfolio • Introduction to AWS and cloud projects I adapt the lessons to your current level and goals. You can also bring your own exercises, university assignments or personal projects and we can work through them together. The goal isn't just to memorize Python syntax — it's to understand how to use it to solve real problems.

Teaching python to beginners! In these classes, you will learn the basics of python programming, functions, lists, sets, and much more with practice assignments and assessments... I have experience in teaching python to university peers.

Modern software development goes far beyond just writing code. A professional developer must understand how frontend, backend, databases, cloud infrastructure, security, and deployment work together. In my hands-on lessons, you will learn how modern business applications are designed, developed, tested, and brought to production. Depending on your level and learning goals, we cover topics such as Java, object-oriented programming, Spring Boot, REST APIs, Angular, databases, microservices, Git, GitLab CI/CD, Docker, Kubernetes, AWS, Terraform, security, and troubleshooting. You will also learn how to use AI responsibly for programming, testing, documentation, and technical analysis. In addition, we always critically check and validate AI output. The lessons consist of clear explanations, live coding, practical exercises, code reviews, and realistic problems from professional software projects. For example, we can build, test, containerize, and deploy an Angular–Spring Boot application to a cloud environment together. The courses are suitable for Associate Degree Programming or Applied Informatics students, entry-level and mid-level developers, career changers, and professionals looking to deepen their knowledge of cloud, DevOps, or AI-assisted software development. You will learn not only which solution works, but more importantly why it works and how to independently analyze technical problems.

The teaching approach is student-centric. We start with a quick introductory meeting to set some learning goals. Usually during the lesson I deliver some theory and then get practical with exercises and real-world examples. Use of screen sharing, pair programming and collaborative tools come into great advantage. Looking forward to hear from you!

Do you want to learn Artificial Intelligence from scratch or do you need support with a subject, practice or project related to AI? The classes are online, one-on-one, and fully tailored to your level and goals. We can work from the fundamentals to practical applications using Python, generative AI tools, language models, and APIs. We can work on content such as: fundamentals of Artificial Intelligence; Python applied to AI and data processing; data preparation, cleaning and analysis; NumPy, pandas and data visualization; Introduction to Machine Learning; classification, regression and model evaluation; Generative AI and Language Models (LLM); use of ChatGPT, Gemini and other AI tools; design and improvement of prompts; consumption of AI model APIs; task automation using AI; AI integration in applications; search and work with information and documents; development of small projects and prototypes; internships, projects and exam preparation. The goal is not only to learn how to use AI tools, but to understand how they work, when to use them, and how to practically integrate them into your own projects. We can start from scratch, work on the syllabus of your subject, or develop a specific application or project step by step. In addition to the classes, you will have access to our educational platform with its own documentation, exercises, examples, practices and other resources to continue working between sessions. Additional information for the student You can bring your own syllabus, practical exercises, data, or project. We will adapt the classes to your prior knowledge and the objective you want to achieve.

As a senior computer science professor with over 19 years of experience, I offer courses tailored to students, beginners, and professionals. You will learn computer science, programming, SQL and NoSQL databases, as well as the main concepts of artificial intelligence. The courses are based on clear explanations, concrete examples, and practical exercises. The content is adapted to your level and objectives, whether you want to learn, prepare for an exam, complete a project, or improve your skills.