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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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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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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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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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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.

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As a professor specializing in management sciences, I offer private lessons tailored to the needs of each student. With a personalized approach, I help you understand key management concepts, develop analytical skills, and improve your understanding of business strategies. Whether it is to strengthen your knowledge in management, statistics, or human resources management, I am here to support you towards academic and professional success.

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the JAVA Spring programming language is the technology most used and demanded by the labor market. You must first master the first algorithmic (C, C++) to have a background that will facilitate the understanding of the object-oriented programming language ( JAVA).

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With Scratch and Roblox, programming becomes child's play! Learn how to create animations, games, and interactive stories using colorful, easy-to-manipulate blocks of code. No complex language here, just a visual and intuitive approach to make learning as fun as possible. Whether you are a parent wanting to introduce your children to the language of programming or a beginner curious to discover the world of coding, this training is suitable for all ages. No prerequisites necessary, just a dose of curiosity and a desire to have fun while learning. As a trainer, I am committed to creating a caring and creative learning environment. I will use teaching methods adapted to each child, promoting positive interaction and encouraging the free expression of creativity. The goal is to make each lesson an engaging and enriching experience.

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Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. Its high-level built in data structures, combined with dynamic typing and dynamic binding, make it very attractive for Rapid Application Development, as well as for use as a scripting or glue language to connect existing components together. Python's simple, easy to learn syntax emphasizes readability and therefore reduces the cost of program maintenance. Python supports modules and packages, which encourages program modularity and code reuse. The Python interpreter and the extensive standard library are available in source or binary form without charge for all major platforms, and can be freely distributed. I can help you learn python step by step

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The objectives of the training - Acquire an efficient and judicious use of Excel, - Save time in the construction and presentation of his paintings, - Use and analyze a list of data, - Reliable calculations and analyzes. The training program - Most commonly used advanced Excel formulas (if - sum - searchv - sum.si.ens - Indirect ...) - Processing of a database - Set up pivot tables - Implementation of reporting and dashboard - Budget monitoring - Charts on Excel, - Excel macro - Power Query - Vba Excel The program can be adapted according to the level of the apprentice and his requirements.

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With a more advanced psycho-pedagogical and didactic spirit, the associate professor and doctor Said of Casablanca, +16 years of professionalism and expertise in the field of teaching, of several scientific works, pedagogue and didactician, offers you sessions of excellence in Maths-Info for BAC-CPGE-Mission and Sup. • Academic and university support sessions which respect the expected educational objectives and guide the learner towards excellence. • Understand and assimilate your courses by adopting methodological approaches that are simple, fruitful and of a high educational level. • Learning based on more advanced psycho-pedagogical and educational approaches. • Techniques, tips and methodologies of scientific and academic writing. • Acquire the skills required for judicious work and self-confidence. • Correspondence courses, distance courses and home courses. • Reinforcement, supervision, homework help and individual support.

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Hello, My name is Hassane, and I've been passionate about computers for over 20 years. With two decades of teaching experience, I've had the privilege of supporting learners of all ages and levels in developing their computer skills and achieving their professional and personal goals. Computer science is an essential skill today, opening the door to countless opportunities. Whether you want to learn programming, website design, data analysis, or complex problem-solving, I'm here to guide you every step of the way. What I propose: In my classes, we explore a wide range of topics to meet the needs of both beginners and advanced learners: Computer fundamentals: master the basics to get started, Hardware, Software, Binary, Operating system. Programming: learn to code efficiently in different languages (C#, Python, VBA). Web development: creating modern websites and applications. Databases: understanding, managing and analyzing data, UML, MERISE. Project management: Ms-Project, Agil, Scrum, Kanban Teaching methods: I adopt a dynamic and interactive approach to ensure a rich and enjoyable learning experience: Interactive courses: clear explanations adapted to your pace. Practical exercises: to immediately apply the concepts learned. Collaborative projects: developing real solutions as a team. Personalized monitoring: answer your questions and support your progress. Why choose me? 20 years of experience in computer teaching. Proven methods suitable for all levels. Personalized support to help you achieve your goals. A passion for passing on skills that make a difference. Whether you are a student, a professional looking to retrain, or simply curious, my courses will provide you with the tools you need to succeed in this rapidly evolving field. Join me today! Please contact me to learn more or to discuss your specific needs. Together, let's build your digital future. Hassane Experienced computer teacher and trainer

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Hello DEC is launching the preparation for the ENA, UIR, EAC competitions, an accelerated 20h program A success rate of 98.97%. Our premises in Sala al Jadida are open to welcome you and explain the details of this session to you. We can even do the session remotely with Teams, ZOOM AND GOOGLE MEET software Sala al jadida housing estate Please contact us quickly to reserve your place

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Are you ready to become the tech-savvy problem-solver everyone turns to? Join this dynamic, hands-on class designed to unlock your full potential across four essential pillars of the digital age: 🧮 Mathematics – Strengthen your logical thinking and problem-solving skills, the foundation of all great tech minds. 🐍 Python Programming – Learn to code smart, build real-world projects, and automate anything. Python makes it fun and powerful. 🌐 Networking – Understand how the internet works from the ground up. Routers, protocols, IPs – we’ll demystify them all. 🔐 Cybersecurity – Learn how hackers think, how to protect systems, and start your journey into ethical hacking.

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Do you want to master the essential software of the world of architecture? I offer practical and personalized courses on essential tools such as AutoCAD, SketchUp, ArchiCAD, Lumion, and Photoshop. Whether you are a beginner or looking to improve, these courses are aimed at students and professionals wishing to optimize their skills. Thanks to a clear educational approach and my expertise in BIM project management, I support you step by step to develop technical mastery adapted to the requirements of the sector. Are you a student in architecture or interior design and need help with your renderings or academic projects? Benefit from professional and personalized support. I put my know-how at your disposal to help you structure your ideas, create 3D models and realistic renderings, while respecting your academic deadlines. With my field experience and my desire to share, I give you the keys to successfully complete your projects with excellence. Why choose my training? Certified expertise: Certified BIM Manager by an Autodesk and Building Smart approved center. Personalized approach: Courses tailored to your specific needs, whether theoretical training or practical support. Field experience: Solid experience in public and private projects, in Morocco and internationally. Practical pedagogy: A method focused on practice, with concrete exercises and real projects to learn effectively.

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During my studies and professional experiences ("I benefited from training which lasted three months in pedagogy and didactics at the Atlantic Center of Témara>>, < <Et concernant mon expérience professionnelle, j'ai passé quatre mois de stage dans une école privée, Groupe scolaire Riemmen > >), I developed a solid mastery of scientific concepts and a strong ability to transmit them to students. I have also acquired solid skills in pedagogy and didactics and classroom management. I am convinced that my dynamism and passion for teaching will be valuable assets for your establishment. I am also very motivated to invest myself in the educational projects and extracurricular activities offered by your establishment. I am available for an interview at your convenience to present my skills in more depth and to answer all your questions.

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Whether you are passionate about photography, or you plan to make it your profession in the future, this course is designed and adapted for all your needs. I am going to share with you all my know-how and my experience that I have accumulated during these years of work in the professional environment. During this course, you will be able to master all the fundamentals to be able to film and take photos in Manual mode, the mode that allows complete control of the camera. You will learn all that is necessary to take a successful photo or video according to your needs. And on the other hand we will see all the artistic process whether in photo or video, to allow you to have the rendering you are looking for.

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Become a Programming Pro with our Courses Unleash your inner programmer with our comprehensive programming courses that are designed for both adults and kids! Our experienced teachers will help you discover and learn the basics and master the more advanced techniques of programming. Don't miss out on this amazing opportunity - sign up for a course today!

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Hello everyone, Thank you for taking the time to view my profile. I am a computer engineer. I have huge experience related to computer programming especially Python, C, and JavaScript. I will be happy to share with you my achievements via this excellent platform through the training that I will offer you. Looking forward to starting this learning journey with you. Thank you.

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Python is the perfect programming language to get started in the field. Learning programming isn't just for people looking to make a career out of it. Learning to program can help you better understand the computer world, and will give you an open mind that can only be beneficial, regardless of your area of expertise. It would be an honor for me, a student in electrical and computer engineering, to introduce as many people as possible to this practice, which will allow you to see problem solving from another mathematical and Cartesian perspective. I offer courses online as well as in person, for all ages and all profiles.

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Algorithms, Databases, Office Automation EXCEL, ACCESS. SQL, MERISE MCD / MLD, VBA, SPSS Analysis, HTML-CSS Website Development, Wix, Word Press, (Courses intended for students: ENCG / UIR / HEM / EMSI / HEC / ISTA / EST / CPGE / FSJES Economics / Faculty of Sciences / Preparation for the CNAEM - BCE competition.)

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As a data scientist with in-depth expertise in artificial intelligence, machine learning, deep learning, time series and data mining, I put my skills at your disposal as a data engineer specializing in Business Intelligence within a large company. I offer you comprehensive training covering the entire Business Intelligence pipeline, from data collection to visualization. During these sessions, you will learn: • The conception and design of data warehouses adapted to your specific needs. • Data models such as star schema and snowflake to optimize your data structure. • Practical use of SQL Server as well as other SQL databases to efficiently manage your data. • Advanced Extraction, Transformation and Loading (ETL) techniques with SSIS to automate processes. • Creating interactive reports and impactful dashboards with Power BI and DAX or IBM Cognos. In-depth presentations, based on solid practical experience and up-to-date theoretical knowledge, covering all aspects of the Business Intelligence pipeline. Concrete and relevant examples, taken from real use cases, to illustrate theoretical concepts and facilitate their understanding. Please feel free to contact me to discuss your specific needs and to schedule training sessions tailored to your schedule and goals. With this training, you will be ready to take full advantage of your data and make informed strategic decisions.

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Engineer and PhD student in the field of Civil Engineering, with a very accentuated scientific academic background (Preparatory classes for the Grandes Ecoles, Engineering School, Research Laboratory...). I give support courses in the specialties of Civil Engineering. I have 3 years of teaching experience, with perfect mastery of training pedagogy. In case of interest in my services, you can contact me to discuss the rest. Yours,