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Are you a university student, engineer, or professional who needs to actually use data — not just learn theory about it? This course is built around real problems and real code. We skip the textbook formulas and go straight to applying statistics and data science the way professionals do: with Python (pandas, NumPy, scikit-learn, matplotlib) and R (RStudio). What we cover, adapted to your level and goals: - Descriptive and inferential statistics (the ones that actually matter) - Data cleaning, exploration, and visualization - Regression, classification, and intro to machine learning - Time series and forecasting basics - R for statistical analysis and academic research Who this is for: - University students in statistics, economics, engineering, or biology - Professionals wanting to move into data analysis or data science - Researchers who need to process and present data properly I use Python and R professionally as a working engineer — everything I teach comes from real application, not just academic exercises.

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4Students

Do you aspire to maximum efficiency, limitless creativity and unparalleled productivity in the Gulf region? Let us guide you to excellence with Microsoft Office. Why Choose Microsoft Office? Harness Your Creativity: With Word, Excel, PowerPoint and more, you'll have powerful tools to bring your projects to life, whether creating corporate documents, developing cutting-edge financial tables or delivering presentations breathtaking. Save Time with Automation: Excel simplifies complex tasks with its smart formulas, pivot tables and many other innovative features. Accessible Anywhere: Whether you're in the office, on the road, or at home, Microsoft Office is available on all your devices, allowing you to work wherever and whenever you want. Join the Microsoft Office Revolution! Do not accept compromises in your daily professional life. Invest in the power of Microsoft Office and unlock your full potential. Transform the way you work, create with ease, and reach new heights with Microsoft Office. Register now to master Microsoft Excel, Microsoft Word and Microsoft PowerPoint at all levels and drive your business to excellence in the Gulf region.

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I offer learning courses for handling statistical software, including data analysis tools such as: SPSS (statistics & Modeler) Eviews (Econometrics) Orange (Modeling) Python (Creation of modeling programs) Nvivo Assistance and guidance in the preparation of research work and projects and scientific articles Excel

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With over seven years of experience in teaching Computer Science & Information Technology (ICT), I have developed a strong expertise in delivering high-quality education across multiple internationally recognized curricula, including Cambridge IGCSE, GCSE, A-Levels, O-Levels, and Checkpoint. My passion lies in equipping students with coding, cybersecurity, and digital literacy skills, ensuring they are well-prepared for the evolving demands of the digital world. Expertise & Teaching Areas: ✅ Programming & Software Development: Python, Java, C++ ✅ Cybersecurity: Ethical hacking, data protection, network security ✅ Digital Literacy: ICT applications, online safety, cloud computing ✅ Data Science & AI: Data analysis, machine learning fundamentals ✅ Web Development: HTML, CSS, JavaScript Curriculum & Pedagogical Experience: 🔹 Cambridge IGCSE & GCSE ICT & Computer Science – Teaching core and extended syllabi, focusing on programming logic, databases, and networking. 🔹 Cambridge A-Levels & O-Levels Computer Science – Preparing students for advanced computing concepts, problem-solving, and algorithm development. 🔹 Cambridge Checkpoint ICT – Building foundational skills in digital technology and computer applications. Professional Impact: 📌 Mentored students to achieve top grades in Cambridge ICT & Computer Science exams. 📌 Developed interactive lesson plans integrating real-world applications of technology. 📌 Conducted coding boot camps and cybersecurity workshops to enhance practical learning. 📌 Guided students in project-based learning, including app development and website design. With a strong commitment to student-centered learning and technological innovation, I am dedicated to shaping future tech leaders and empowering learners with skills relevant to careers in technology, data science, and software development.

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This course is intended for engineering students (ENSA, ENSAM, or others) and students of science faculties (S4) and all those who want to master a programming language. This course covers all fundamental and advanced aspects of algorithms and programming languages. I guide you in learning and mastering the following languages: C, C++, Java, Python, Prolog, Scheme, Lisp, and others.

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Hello, I am an electrical and electronic engineer with extensive experience as a professor in higher education in engineering sciences and electrical engineering, as well as a rich experience as an embedded systems engineer, in EE architecture, ADAS, Testing and validation in the automotive sector. I offer support courses and training in engineering science subjects for graduate students, particularly in Matlab Simulink programming. My methodology is based on the acquisition of knowledge and course concepts in a very simple way and also on practice using the most widely used software on the market. Matlab is both software and a scientific programming language developed by the American company MathWorks which allows various numerical calculation operations to be carried out. For example, manipulating algorithms, displaying data curves or even generating matrices. It is used in everything that is programming, signals and systems, signal processing... It contains another part of graphical programming called Simulink, dedicated to the programming and modeling of dynamic systems (Widely used in the discipline of automatic and industrial regulation). I also give courses and training in: Embedded systems, ADAS systems and automotive engineering Electrical and electronic circuits Automatic Industrial regulation Signal processing C Programming, Assembler, PIC, Arduino LabVIEW PIC microcontroller Microprocessor

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Improve your office skills and become an expert in office tools. Join my office course on Apprentus and learn how to effectively use the most popular office software, such as Microsoft Office (Word, Excel, PowerPoint) and Google Workspace. What you will learn: - Microsoft Word: Creation and formatting of professional documents, use of styles and themes, management of tables of contents and references. - Microsoft Excel: Manipulating data, using formulas and functions, creating graphs and pivot tables to analyze your data. - Microsoft PowerPoint: Designing impactful presentations, using animations and transitions, tips to captivate your audience. - Google Workspace: Real-time collaboration with Google Docs, Sheets and Slides, use of sharing and commenting features, integration with other Google tools. Why choose our course? - Suitable for all levels: Whether you are a beginner or looking to perfect your skills, our course is designed to adapt to your needs. - Practical learning: Each lesson is accompanied by practical exercises to reinforce your knowledge and allow you to master the concepts taught. - Flexibility: Learn at your own pace, with online sessions accessible anytime, anywhere. - Personalized support: Benefit from the assistance of an experienced trainer to answer your questions and guide you throughout your learning. Register now and give your career a boost.

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In this course you will learn photography in a complete and practical way, from how to handle your camera and understand the basic settings (exposure, aperture, ISO, focus, composition and light), to how to edit and improve your images with Photoshop and Lightroom. The classes are designed to adapt to your level, whether you're starting from scratch or already have some experience and want to improve your results. We'll work with real-world examples and practical exercises so you can learn to get the most out of your camera and your photos. We'll cover the complete photographic workflow: image capture, selection, development in Lightroom, and retouching in Photoshop, with a clear and easy-to-understand approach. The goal is for you to take better photos, with more creative control and more professional results.

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Discover the power of Python with an experienced computer trainer! I'm Hamza, a passionate developer and seasoned mentor with extensive experience teaching programming. My unique teaching approach will help you quickly acquire solid Python skills while discovering its real-world applications in the professional world. What you will learn: Python Fundamentals (variables, control structures, functions) Advanced Object-Oriented Programming Data Analysis and Visualization with Pandas and Matplotlib Developing graphical interfaces with PyQt Practical projects inspired by real business cases Why choose me? Over 10 years of experience in training and mentoring Teaching method adapted to all levels Hands-on approach based on concrete projects Contagious passion for code and technological innovation Whether you're a beginner looking to get started in programming or a professional looking to improve your skills, this course will open up exciting new opportunities in the world of software development and data science. Join me for a captivating journey into the heart of the most versatile and in-demand programming language on the market! Book now and take the first step towards mastering Python. Your career as a Python developer starts here!

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Do you want to become a well-rounded designer? I offer practical training on Adobe Photoshop, suitable for all levels. ✔️ You will learn: - The basics (interface, essential tools). - Professional photo retouching. - Creating posters and social media visuals. - Designing logos and visual identities (branding). - Creating print-ready materials (business cards, flyers, posters, brochures, etc.). - Preparing files for printing (formats, resolution, CMYK, etc.). - Advanced techniques for specialization. 🎯 Practice-based method using real projects (logo, poster, map, etc.)

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Introductory classes on the digital world for seniors. Learning basic actions related to Office programs (Word, Excel, etc.), simple actions in WhatsApp (sending photos, making video calls, sending audio, etc.), actions related to internet browsing, searching for information, accessing digital news, etc.

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Do you want to learn to program but don't know where to start? This course is for you. As a student in Applied Computer Science & Cybersecurity at the Faculty of Sciences in Rabat, I have already helped several friends understand programming — it is this experience that made me want to teach more broadly. Why start with C? It's one of the best languages to begin with: it forces you to understand what's really happening behind the scenes, without any shortcuts. Once you've mastered the basics of C, learning any other language (Python, Java, JavaScript, etc.) becomes much easier. It's an excellent starting point, whether you're aiming for computer science studies or simply curious to understand how a program works. My method: "learning by doing," at your own pace. I don't impose a rigid program—I observe where you are and adapt the speed, examples, and exercises to your individual needs. From the very first session, you write and execute real code, not just theory. Each session ends with a concrete mini-project (a game, a calculator) that you can proudly showcase at the end. This course is suitable for: - Middle and high school students curious to discover the programming - Students starting their computer science studies - Anyone, beginner or otherwise, with no prerequisites Patience, teaching skills, and a genuine concern for seeing you progress at your own pace.

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Unlock the complete abilities of Microsoft Word, Excel, and PowerPoint with customized online one-on-one lessons made just for you, depending on what you want to learn and how skilled you are—whether you're just starting out or want to improve your advanced skills. What You’ll Learn: Word: Make professional-looking documents, reports, and resumes using different formats, styles, tables, and mail merge options. Excel: Create strong spreadsheets, use formulas and functions, make charts, and analyze information like an expert. PowerPoint: Create interesting presentations using animations, transitions, and eye-catching visuals.

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Our private classes move beyond the basics, transforming you from a casual user into a confident and efficient power user of Microsoft Word, Excel, and PowerPoint. Whether you're a student, a professional, a job seeker, or simply looking to upgrade your skills, we provide a flexible and focused learning experience that delivers real results.

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I provide you with a service based on 6 years of experience as an engineer. I will ensure that your level improves quickly. I offer structured courses in Excel and Excel VBA as well as PowerPoint and Access and I can teach any level of math and physics.

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I offer a training course on the theme "Python Data Science and Machine Learning" intended for teacher-researchers, doctoral students and master's students. 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. Data science and machine learning skills are applicable in various research fields, including neuroscience, biology, sociology, anthropology, linguistics, etc. The objective of the training is to enable the participant to acquire skills in statistical analysis, research data management and data visualization. Participants will have the opportunity to acquire essential skills in data science and machine learning to analyze large datasets, identify trends, and better understand their research topic. The course guides the participant through the basic elements of the Python programming language and the main Python libraries dedicated to data analysis and visualization, including NumPy, Matplotlib, Pandas, as well as the Scikit-learn library dedicated to machine learning and the TensorFlow platform for deep learning. The course is divided into 16 sessions, each session lasting 2 hours. At the end of the course, the participant will master the fundamental concepts of Python Data Science and Machine Learning.

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I don't want to eat anywhere near the distance to all our neighbors. I'll offer my children's memories at a distance from all around the world. I'm sure you will receive a solution and be supported by outils of the application for more efficaces. Pour plus information, contactez moy.

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As a PhD student and self-taught student, I am well aware of the challenges inherent in learning programming. However, these multiple difficulties encountered during my learning taught me best practices which largely contributed to my excellence in programming. Based on my own experience, I want to share these proven methods with you. As a teacher, I emphasize the transmission of knowledge that goes beyond simple programming. My teaching method places particular emphasis on in-depth understanding of concepts, because I know that is where the key to mastery lies. My classes are suitable for all levels, and I have a particular affection for working with beginners. Whether you opt for online or in-person learning in Oujda, my courses are designed to adjust to your specific needs. In addition to practical teaching, I also provide valuable advice on the Software Engineering and Web Development market. Learning to code is great, but I also want to guide you on what it takes to excel in the field, by sharing knowledge about industry best practices. Do not hesitate to contact me to discuss your learning objectives, plan your courses, or to benefit from relevant advice on a career in software engineering. See you soon in our learning sessions!

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For beginners : - The basics of Excel at your fingertips! Learn to navigate Excel's interface, enter data, create spreadsheets and perform your first calculations with confidence. - Magic formulas for beginners! Discover simple formulas to perform automatic calculations, totals, averages and more, effortlessly. - Get in shape like a pro! Learn how to format your data, add colors, borders, and styles to make your spreadsheets look more professional. - Stunning graphics in just a few clicks! Master the creation of attractive graphs to represent your data in a visual and clear way. For intermediate users: - Advanced Excel functions revealed! Immerse yourself in advanced functions like VLOOKUP, IF, SUMIFS, COUNTIFS, INDEX-MATCH and more to automate your complex tasks. - Automation with macros! Learn how to record macros and create buttons to automate repetitive tasks and save valuable time. - Supercharge your charts with advanced features! Add labels, trend lines, combination charts and other elements to make your charts even more impactful. - Excel efficiency tips and tricks! Discover keyboard shortcuts, productivity tips and hidden functions to speed up your work in Excel.