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Python is a powerful and versatile programming language with countless possibilities. You can use it for data analysis, image processing, automation, software development, hardware control, and much more. Do you want to create your own software? Work with data or images? Automate repetitive tasks? Control or manage your own hardware? Whether you are just starting to learn Python or already have a specific project and need some guidance, I would be happy to help you. My goal is to explain things clearly, adapt to your level, and help you understand not only how to make something work, but also why it works. Let's turn your ideas into working Python projects!

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# **Master C/C++: Build the Foundation of Modern Software Development** Unlock the power of one of the most influential programming languages in computing history! Whether you're an absolute beginner or looking to deepen your expertise, this comprehensive C/C++ course delivers structured learning from fundamentals to advanced concepts that power operating systems, game engines, and high-performance applications. ## **Why Choose This C/C++ Program?** **Industry-Relevant Curriculum:** Learn expert guidance on the design of effective classes, functions, templates, and inheritance patterns that form the backbone of professional C++ development. Move beyond basic syntax to understand how to write clean, efficient, and maintainable code that stands the test of time. **Templates & Generic Programming Mastery:** Go beyond introductory material with in-depth coverage of templates—the cornerstone of modern C++—enabling you to create robust, reusable code components that work across multiple data types. Discover how function templates, class templates, and variadic templates work to maximize your coding efficiency. **Practical, Hands-On Approach:** This isn't just theory! You'll build real-world projects that demonstrate memory management, object-oriented programming, and system-level programming techniques used in today's technology landscape. ## **Your Learning Journey** Our structured path takes you from writing your first "Hello World" program through advanced template metaprogramming, with special attention to modern C++ standards (up to C++20). You'll gain the confidence to tackle complex programming challenges and understand the "why" behind effective C++ practices—not just the "how." ## **Transform Your Career Today** C/C++ skills remain in high demand across industries from finance to gaming to IoT. By mastering these foundational languages, you'll develop problem-solving abilities that translate to any programming environment.

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A- TOPICS YOU CAN EXPLORE AND MASTER: 1- PYTHON FOUNDATIONS • Variables, data types, operators, conditional structures, loops, functions, modules, files, exceptions, and object-oriented programming • Lists, tuples, dictionaries, sets, comprehensions, debugging, and writing clear, reusable, well-structured code • Jupyter Notebook, Anaconda, Visual Studio Code, virtual environments, and package management 2 — PROGRAMMING, ALGORITHMS, AND COMPUTER SCIENCE FOUNDATIONS • Algorithmic thinking, problem decomposition, pseudocode, flowcharts, procedural programming, object-oriented programming, recursion, and modular program design • Fundamental data structures including arrays, lists, stacks, queues, dictionaries/hash tables, sets, trees, graphs, and their appropriate use • Searching, sorting, traversal, algorithm efficiency, computational complexity, Big-O notation, debugging, testing, code organization, and problem-solving strategies • Practical programming exercises ranging from beginner problems to university-level algorithmic and computational challenges 3- DATA PREPARATION AND EXPLORATION • NumPy and pandas for importing, cleaning, transforming, filtering, grouping, reshaping, and merging data • Missing values, duplicates, outliers, inconsistent formats, data leakage, and data-quality validation • Exploratory data analysis using descriptive statistics, Matplotlib, Seaborn, and graphical interpretation 4- MATHEMATICAL FOUNDATIONS • Linear algebra, vectors, matrices, derivatives, optimization, probability, and statistics • Loss functions, gradients, distance measures, regularization, likelihood, and model complexity • Mathematical concepts are explained according to the learner’s level and the requirements of the selected algorithms 5- SUPERVISED MACHINE LEARNING • Linear and polynomial regression, logistic regression, and regularized models • k-nearest neighbours, decision trees, random forests, gradient boosting, support vector machines, and Naive Bayes classifiers • Classification, regression, model assumptions, decision boundaries, feature importance, and interpretation of results 6- UNSUPERVISED LEARNING • Clustering using k-means, hierarchical clustering, and density-based methods • Principal component analysis, dimensionality reduction, anomaly detection, and pattern or structure discovery • Method selection, evaluation of data structure, and interpretation of results without predefined labels 7- MODEL EVALUATION AND IMPROVEMENT • Training, validation, and test sets; cross-validation; hyperparameter optimization • Accuracy, precision, recall, specificity, F1 score, ROC–AUC, confusion matrices, MAE, MSE, RMSE, and R2 • Underfitting, overfitting, bias–variance trade-off, class imbalance, feature engineering, feature selection, scaling, and regularization 8- DEEP LEARNING • Neural-network foundations, activation functions, forward propagation, backpropagation, and gradient descent • Multilayer perceptrons, convolutional neural networks, recurrent neural networks, and Transformer foundations • TensorFlow, Keras, or PyTorch depending on the learner’s project and working environment 9- ARTIFICIAL INTELLIGENCE APPLICATIONS • Natural language processing, text classification, embeddings, sentiment analysis, and foundations of language models • Computer vision, image classification, fundamental principles of object detection, and image preprocessing • Recommendation systems, forecasting, anomaly detection, intelligent automation, and decision-support applications 10- GENERATIVE AI AND LARGE LANGUAGE MODELS • Transformer architecture, tokens, embeddings, attention mechanisms, prompt engineering, Retrieval-Augmented Generation (RAG), and model evaluation • Use of artificial-intelligence APIs, vector databases, document-retrieval systems, and structured AI-enabled workflows when relevant • Reliability, hallucinations, bias, privacy, responsible use, and appropriate human validation 11- TOOLS AND LIBRARIES • Python, NumPy, pandas, Matplotlib, Seaborn, scikit-learn, SciPy, Statsmodels, TensorFlow, Keras, and PyTorch • Jupyter Notebook, Anaconda, Visual Studio Code, Git, GitHub, SQL, Excel, and Power BI when useful to the project • Additional libraries may be introduced depending on the selected specialization and dataset 12- PROJECTS, RESEARCH, AND INTERVIEW PREPARATION • Complete projects covering data preparation, model development, evaluation, interpretation, and presentation of results • University assignments, dissertations, theses, research projects, portfolio projects, technical interviews, and professional applications • Code review, debugging, documentation, reproducibility, model comparison, and communication of results ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- B- PERSONALIZED TUTORING: LEARNING HOW TO REASON Machine learning and artificial intelligence become much more accessible when mathematics, algorithms, Python code, data, and real-world applications are clearly connected. My lessons help you move beyond simply copying code or using models as “black boxes.” You will learn how to define the problem correctly, prepare the data, select an appropriate algorithm, understand how it works, train and evaluate the model, diagnose errors, improve performance, and interpret results rigorously and responsibly. Each lesson is personalized according to your current level, mathematical background, programming experience, dataset, university work, research project, interview preparation, or professional objective. We begin by identifying your existing knowledge, software environment, expected outcomes, and main conceptual or technical difficulties. We then establish a structured learning plan. The first lesson combines a discussion of your background, objectives, and tutoring needs; an initial assessment of your current knowledge; personalized planning and organization of future sessions; and a short trial lesson to determine the most effective learning approach. A typical session may include conceptual explanation, development of mathematical intuition, live coding, guided implementation, model evaluation, technical problem solving, and a concise summary of the next steps. You may work with your own dataset, university assignment, research project, or professional problem, provided that confidential information is handled appropriately. I can also provide structured examples and datasets suited to your level. My goal is not simply to help you run an algorithm. It is to help you understand why it is appropriate, how it learns from data, how to evaluate it correctly, why it may fail, and how to build a reliable, interpretable, and scientifically rigorous solution.

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I am a dynamic and patient young professional based in Switzerland. Holding a Master's degree in mathematics and computer science applied to the humanities and social sciences, with extensive experience in data analysis, I am also pursuing a Master's degree in artificial intelligence at the prestigious Mines Paris – PSL engineering school. Passionate about sharing knowledge, I offer personalized private tutoring tailored to each student's level and goals. 🔹 Subjects taught: Science: Mathematics, Physics, Chemistry, Life and Earth Sciences: Explanation of concepts, homework help, exam preparation. Data Analysis & IT: Introduction or advanced training in Excel, Python, SQL, Power BI (ideal for students or professionals wishing to improve their data skills) 🔹 Methodology: - Lessons tailored to each student's needs - Clear and structured explanations - Practical exercises for better understanding

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doctoral student in engineering sciences provides support courses in analog and digital electronics at any DEUG level and engineering schools. having scientific and technical knowledge, three years of experience in the field of teaching, pedagogy and a sense of listening and analysis, I am able to help pupils and students and train them in the chapters of which they are having difficulty. for more info please contact me

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This course provides a foundational understanding of Information Technology, data centers, covering architecture, power & cooling, networking, storage, virtualization, security and lots more. Learn best practices for efficiency, scalability, and reliability while exploring emerging data center solutions. Ideal for IT professionals, engineers, and facility managers involved in data center deployment or management. This course offers a comprehensive exploration of Information Technology, data center infrastructure, guiding students through the entire lifecycle—from initial design and planning to day-to-day operations and long-term performance optimization. Students will learn the critical components of data center design, including site selection, power and cooling systems, space planning, networking, and physical security. The course also covers operational best practices, monitoring tools, energy efficiency strategies, disaster recovery planning, and emerging trends. By integrating technical, environmental, and management perspectives, students will gain the knowledge and skills required to build and maintain high-performance, cost-effective, and sustainable data center environments.

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Are you interested in learning Python but don't know where to start? This course is designed to help you understand the fundamentals of Python programming in a simple, practical, and enjoyable way. Python is one of the most popular programming languages in the world. It is widely used in software development, automation, data analysis, artificial intelligence, and web development. Whether you are a complete beginner, a student, or someone looking to develop new technical skills, these lessons will help you build a strong foundation in programming. You will learn 1. Introduction to Python 2. Python Fundamentals 3. Conditional Statements and Loops 4. Working with Data 5. Functions and Practical Programming 6. Mini Projects

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Primary School Teacher. I offer personalized guidance in developing lesson plans and learning activities adapted to current educational regulations. During our sessions, you will learn to structure and write a complete lesson plan, including specific competencies, assessment criteria, core knowledge, methodology, addressing diversity, evaluation, and learning situations. My goal is to help you understand each section so you can independently develop a coherent, rigorous, and high-quality lesson plan. You will learn to design practical, creative proposals, developing the necessary skills to apply them in the classroom or in competitive examination processes.

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Discover the full capabilities of Microsoft Word, Excel, and PowerPoint with personalized online private lessons designed to match your specific goals and skill level. Whether you're just starting out or looking to refine advanced techniques, these classes are tailored to help you succeed. What You'll Master: Word: Develop professional-quality documents, reports, and resumes with expert use of formatting, styles, tables, and mail merge. Excel: Harness the power of spreadsheets by mastering formulas, functions, charts, and advanced data analysis. PowerPoint: Create captivating presentations using animations, transitions, and striking visuals. Why Opt for Private Lessons? - Personalized one-on-one instruction tailored to your pace and objectives - Flexible scheduling to fit your lifestyle—learn from anywhere at any time - Immediate feedback and practical, hands-on experience - Enhance productivity, tackle school projects with confidence, or elevate your career prospects Ideal for students, professionals, job seekers, or anyone aiming to develop essential digital skills!

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Hello, I currently work at a game development company and have over 7 years of experience in game development. I have a professional degree in Computer Systems and Software Engineering and a certificate in Virtual Reality and Augmented Reality Game and Software Development. Throughout my career, whether freelance, for work or simply out of personal interest, I have implemented numerous projects in the development of video games for mobile, websites, computers, virtual reality and augmented reality. I'm used to completing projects in record time, and I like to fill people with my experience, it brings me happiness.

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Online Private Classes in Microsoft Word, Excel, and PowerPoint Unlock your potential with personalized online private classes in Microsoft Word, Excel, and PowerPoint! Tailored to your skill level—beginner, intermediate, or advanced—our expert instructors provide one-on-one guidance to master essential tools for school, work, or personal projects. Learn to create professional documents in Word, analyze data with Excel, and design stunning presentations in PowerPoint. Flexible scheduling, interactive sessions, and hands-on practice ensure you gain practical skills fast. Boost your productivity and confidence—book your first session today! Contact us

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Master Word, Excel, & PowerPoint with personalized, one-on-one online classes. Boost your skills for work, school, or personal projects. Flexible scheduling & expert instruction. Start learning today! Enhance your digital literacy and professional capabilities through customized one-on-one online sessions. Develop proficiency in essential Microsoft Office applications: Microsoft Word: Document creation, advanced formatting, mail merge, and more. Microsoft Excel: Data entry and manipulation, formula creation, charting, pivot tables, and data analysis. Microsoft PowerPoint: Effective presentation design, animation, transitions, and delivery techniques.

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As a final year high school student, I could be of great help to you with the various concepts that you have more or less covered in class. To do this, I will offer you suitable exercises which will allow you to progress. The areas I can help you with are: + French / Spanish + Mathematics (Middle school, high school (Additional, Specialty, STMG, STI...)) + Physics-chemistry (Middle School, High School (Specialty, and others) + Computer science, technology (level: expert) + SVT (level: Middle school, High school, advanced) You will have course material available which will enable you to understand the essential elements of the course, but also the various pieces of information to remember for an assessment or test, for example. If you have any doubts, questions, or misunderstandings about the lessons, or even about exercises, you can let me know, and I will try to answer your various questions. Computer science has always been something I really enjoy, so don't hesitate to ask if you have any questions about practical exercises on binary, hexa, octa coding, etc., but also about anything related to operating systems, applications, the system, etc. I know that each of us has the chance to succeed! So I believe in you! See you soon !

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This comprehensive course is designed to equip participants with the knowledge and practical skills needed to excel in facility management. Covering the core principles of planning, operating, and maintaining facilities, the program emphasizes efficiency, safety, and sustainability in managing physical assets and services. Learners will explore key areas such as maintenance strategies, space planning, building systems, health and safety compliance, energy management, and vendor coordination. Real-world case studies and hands-on exercises will help participants understand how to balance cost control, service quality, and environmental responsibility while ensuring smooth day-to-day operations. The course also highlights the role of facility managers as strategic partners in business success — bridging people, processes, and technology to create safe, productive, and sustainable work environments. By the end of the program, participants will be able to implement best practices in facility operations, develop preventive maintenance plans, ensure regulatory compliance, and manage resources effectively. This class is ideal for aspiring facility managers, operations supervisors, engineers, and professionals responsible for managing buildings, campuses, or corporate facilities.

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I offer Microsoft Word, Microsoft Excel, Microsoft PowerPoint, Microsoft Office sessions Word is a word processing software developed by Microsoft. It is used to create documents, letters, reports, presentations... Excel is a spreadsheet software from the Microsoft Office suite developed and distributed by the publisher Microsoft. It is used to create spreadsheets, tables, graphs, etc. Powerpoint is a presentation software developed by Microsoft. It is part of the Microsoft Office suite. It is used to create presentations, slide shows... I am waiting for your message.

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Are you looking to bridge learning gaps, boost confidence, or push for top-tier grades? Whether your child is struggling with a specific concept or preparing for crucial exams, this comprehensive tutoring service provides the individualized support needed to succeed. As a qualified educator with a Bachelor of Accounting Science, a Postgraduate Certificate in Education (PGCE), and a 120-hour TEFL certification, I offer a unique, multi-disciplinary approach to learning. I understand that every student learns differently, and my goal is to simplify complex topics, improve study habits, and foster a genuine understanding of the curriculum. What this class offers: Comprehensive Subject Coverage: Assistance across a wide range of school subjects, from foundational literacy and numeracy to advanced mathematics, accounting, and language studies. Targeted Exam Preparation: Specialized strategies for test-taking, managing time effectively during exams, and tackling high-pressure assessments. Personalized Learning Plans: Each session is tailored to the student’s current pace and specific curriculum requirements, ensuring they don't just "pass" but truly master the material. Confidence Building: A supportive, patient, and focused environment where students feel comfortable asking questions and exploring new ideas. With my background in both formal education and corporate business, I bring a structured, result-oriented focus to tutoring, helping students develop the discipline and analytical skills they will need long after they leave the classroom. Ready to help your student reach their full potential? Consistency is key to academic success. Book a session today so we can evaluate your student's current needs, set clear academic goals, and create a customized tutoring schedule that fits your family's routine.

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✅You have a project, an idea, or an ambition, but you're wondering: Where do I start? Who do I contact? How do I present my project? What strategy should I adopt? How do I convince others, negotiate, and move things forward effectively? ... ✅I support you in the construction and development of your project, from A to Z, by building with you the tools, techniques, methods, strategies to face the different challenges, to structure your approach and above all to adopt the right approach to each situation and each interlocutor. ✅ Concrete, strategic and personalized support Together, by your side, at every stage, we work in particular on: ✔️ Clarifying your ideas and structuring your project and objectives ✔️ Defining your coherent and realistic strategy, as well as the different stages and your priorities ✔️ Identifying the right contacts and departments and coordinating with the various stakeholders: adapting your message according to each contact person, clients, partners, investors, suppliers, teams, administrations, etc. ✔️ The way to approach each person according to their role, interests and challenges ✔️ Preparing for your meetings, discussions and presentations, arguments, and files ✔️ Communication strategy, persuasion and negotiation techniques ✔️ Anticipate objections, blockages, resistance, difficulties and complex situations ✔️ Methods and tools to move your project forward effectively ✔️ Adapting your posture and communication according to the context ✔️ Ensure monitoring and adjustment of the strategy as progress is made (...) The goal is not just to give you recommendations, but to guide you step by step to kickstart the momentum of a project. We'll cover how to interact with the right people, how to avoid common mistakes, how to overcome obstacles, and how to choose the most effective method to achieve your objective. Every project is different. Every stakeholder has their own expectations, constraints, interests, and ways of working. That's why we work with a customized approach, combining strategy, communication, negotiation, understanding of stakeholders, and concrete methods of action. You are no longer alone with your project. You benefit from personalized support to know, at each stage: What to do. In what order. With whom. How to approach it. How to present your request. How to convince. And how to move your project forward to its completion. Comprehensive strategic and operational support to transform an idea or objective into a concrete action plan and tangible results. We help you gain a broader perspective on your project while providing hands-on guidance throughout its implementation. From the initial concept to final execution, we work together to develop a clear strategy, effective communication, and an action plan tailored to your specific goals. Whether you are an entrepreneur, project leader, freelancer or in the launch phase, the idea is to transform a sometimes complex or scattered idea into a structured, coherent, convincing and feasible project. ✅ THE TRAINER - TEACHER CONSULTANT A graduate of a prestigious European business school and an Ivy League university in the United States, he combines academic rigor with modern teaching methods. With over 18 years of experience in Europe and North America, he has taught at prestigious international institutions (both public and private), and regularly speaks in Switzerland, France, Belgium, Luxembourg, and Canada, as well as at various forums and conferences. A recognized specialist, he offers personalized and accessible support, based on active listening, a proven methodology, and tailored teaching methods. His approach combines customization, efficiency, and professionalism for rapid, visible results. ✅ LOCATIONS: -Switzerland (Geneva, Lausanne, Fribourg, Zurich, Neuchâtel, Lugano, Basel, Bern, Lucerne), -Belgium (Brussels, Antwerp, Charleroi, Liège), -Luxembourg, -On request: France (Paris, Lyon) and Canada (Montreal). -Currently, we primarily use videoconferencing, a highly popular format: it offers the same quality as in-person meetings, flexible organization, time savings, flexibility, comfort, and an eco-friendly approach. Content, notes, and recommendations are shared directly via a dedicated chat. ➤ Languages: French and English. ➤ Reduced and stable fees, accessible without compromising on quality. ➤ Gift vouchers available all year round. ➤ Schedules defined together according to your constraints. ➤ 100% tailor-made program, adapted to each need. ➤ Noticeable progress from 2 sessions (2026 study). ✅ Why choose this training? -International expertise at the service of your objectives. -Personalized sessions with concrete tools. -A lively, interactive and results-oriented approach. -A motivating and supportive environment, fostering confidence and rapid progress. -Tangible results in just a few sessions.

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Hello Hello, I'm Sally, a Software engineer and online Math and programming Teacher With over 3 years of international tutoring experience using Zoom, Google Meet, I offer tutoring services in Teaching programming for Scratch From the beginning to professionalism and developing complete games Education will have levels of * introduction * define the tools and components of the program * write the code * control the game design * implement a complete game Note A personal profile will be created for the child on the official Scratch website to display the games he has performed The full explanation is online on Zoom. A remote control is created for the student to implement the programming code himself and to control the entire device

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I offer professional support in sampling, surveying, data collection, and quantitative data management. This service is designed for organizations, researchers, students, NGOs, and businesses seeking to design reliable surveys and effectively utilize their data. My services include defining appropriate methodologies, designing data collection tools, fieldwork supervision, quality control, and database organization and structuring. Support is also available for analyzing and interpreting results. My services are flexible and tailored to specific needs.

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Develop your creative skills in fashion with Adobe tools As a designer specializing in the development of creative projects, I offer personalized courses in Fashion Design and Adobe software: Photoshop, Illustrator and InDesign. Whether you are a fashion student, young designer, professional or simply passionate about the world of fashion, the courses are adapted to your level, your needs and your objectives. In the program : Adobe Illustrator — Technical drawing and graphic design • Technical drawing of clothing and representation of silhouettes. • Illustration of details, seams and finishes. • Creation of patterns, graphic compositions and repetitions. Adobe Photoshop — Visual Research and Illustration • Creation of mood boards and development of visual research. • Fashion illustration and exploration of colours. • Image retouching and visual manipulation. • Development of creative concepts. Adobe InDesign — Page Layout and Presentation • Creation and layout of portfolios. • Presentation of collections and creative projects. • Creation of research boards and presentation files. A personalized and practical approach Each course is designed to meet your specific goals. We can work on learning software, developing technical skills, a personal project, or creating a portfolio. The goal is to give you the tools and methodology needed to transform your ideas into coherent visual proposals, while developing your own creative sensibility. The courses are available in French and English.

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With 7 years of experience as a developer in a Factory, I now develop Wordpress websites for large groups. In the training program, you will learn to: - Install, configure, and deploy WordPress sites - Develop custom Wordpress themes and plugins - Use powerful tools like ACF Pro, Gravity Forms, WPML, AIOS Security, WP rocket... - Create custom post types and tailor-made taxonomies - Develop pages using the right methods in HTML, CSS, Javascript & PHP - Administer and manage a site database - Contribute to the good natural referencing (SEO) of your site - Use WP-Cli to speed up the maintenance of your sites - Use Docker to containerize your local/prod projects and facilitate their management - Administer your WP sites the right way - And much more... For any questions, you can contact me by PM. See you soon, Matthew

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Data skills can change your career, and you don't need to be a "math person" or have a technical background to learn them. If you can use a computer and you're curious, you can do this. In just 10 hours of one-to-one lessons, you'll go from "I don't know where to start" to analyzing real data on your own. Maybe you're a student who needs to analyze data for a course or a thesis. Maybe you're looking for your first job in data, finance or business and want a skill that employers ask for. Maybe you already use Excel every day, but your reports take hours and you suspect there's a faster way. Or maybe you've never written a line of code and the idea feels intimidating. This class is built for all of you, and every lesson starts from where you are today. I'm an engineer, and I work with data, statistics and programming (SQL, Python, R, Excel) every day. I don't teach theory for its own sake. I teach the way I use these tools in real work: you get a real question, a real dataset, and a clear method for turning one into the other. In 10 hours, you will be able to: Write SQL queries on your own. Select, filter, sort and group data, combine several tables with JOINs, and answer real questions such as "which product sold the most each month?" Clean and analyze data in Excel. Use lookup formulas, conditional calculations and PivotTables, and build clear charts, instead of spending hours on manual work. Build your first Power BI dashboard. Import data, clean it with Power Query, create interactive visuals, and share a report that looks professional. Explain your results. Turn a business question into a query or a dashboard, check that your results make sense, and present them to someone who doesn't know the data. Show a finished project. Leave with a portfolio-ready analysis you can use in an interview or in your thesis. How the 10 hours are organized (we adapt this to your level and goal) Hours 1-2: Foundations. We define your goal, check your level, and cover your first SQL queries (SELECT, WHERE, ORDER BY). Hours 3-4: SQL in depth. Grouping and summarizing data, JOINs across tables, and cleaning messy data. Hours 5-6: Excel for analysis. Advanced formulas, PivotTables, and charts. Hours 7-8: Power BI. Importing and cleaning data, building visuals, and creating an interactive dashboard. Hours 9-10: Your project. We put everything together on a realistic dataset (sales, finance, HR or your own data), and I give you feedback and a plan for what to practice next. If you already know some Excel or SQL, we skip what you know and spend more time on what you need. If you want to go deeper later (for example advanced DAX, Python or statistics), we can continue from the same foundation. How the lessons work Every lesson is one-to-one and tailored to you. You practice on your own screen with my guidance, so you learn by doing rather than by watching. Between sessions I can give you short exercises if you want extra practice, and you can send me questions anytime. If you have your own files or work data (anonymized, of course), we can use them, which makes the learning much more relevant. Otherwise I provide practice datasets. I explain in English or French (or Arabic if that's easier for you), and I'm patient. There are no silly questions. If something doesn't click, I'll explain it another way until it does. Who this class is for Students in business, economics, engineering, science or social sciences Job seekers and career changers who want a first step into data analysis Professionals who want to automate reports and work faster Complete beginners. No previous experience with SQL or Power BI is needed.

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Python is a simple, powerful, and versatile programming language, ideal for beginners looking to learn or change careers in computer science. This course will help you understand the basics of programming (variables, loops, conditions, functions) through practical, hands-on exercises. You'll learn how to create your first scripts, manipulate data, and automate simple tasks. All in an accessible, interactive, and practical setting. This course is aimed at anyone who is a beginner, curious about digital technology, or who wishes to develop skills useful in many professional sectors.