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Do you have ideas, texts, or memories lying dormant in your drawers or on your computer? Are you passionate about writing, active in an association, or simply curious to understand current developments? I will support you in transforming these desires into concrete achievements. The digital world is evolving rapidly, and the development of Artificial Intelligence (AI) can fascinate, impress, or even worry. When used properly, it's a powerful tool for creating, organizing, and expressing yourself. Whether you want to stay current or fulfill a long-held creative dream, technology can be a driving force for your projects. What I wish to offer you (my methodology): My role is not to do things for you, but to give you the tools to become independent. My approach is based on: - Project-based learning: we don't learn for the sake of learning, we learn to achieve. - Clarity: no unnecessary technical jargon. I explain concepts with simple words and concrete images. - Critical thinking: I help you use AI consciously, understanding its limitations and always keeping your personal touch. - Patience: we progress at your pace, on your equipment, in a spirit of kindness and exchange. Specific examples of what we can accomplish together: - For writing: have you written memoirs or stories? Let's use AI to correct the style, create a professional layout and finalize the story. - For image and sound: bring your stories to life by creating unique and original illustrations, podcasts, or music. - For everyday life: mastering communication tools (social networks, websites) to promote an association or a personal project. - For exploration: learn to "chat" with an AI (ChatGPT, Gemini, Perplexity, etc.) to conduct in-depth research or organize a complex trip.

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This Python Programming class is designed for students who are new to programming or have limited experience. The course covers fundamental concepts of Python, focusing on practical application and problem-solving skills. Objectives: - Understand Python syntax and semantics. - Develop problem-solving skills using Python. - Write clean, efficient, and readable code. - Learn to debug and test Python programs.

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19Students

I teach Python specifically for finance and data applications - the kind used in economics, business analytics, and quantitative programs. This isn't a general "learn to code" course; it's built around real financial data, benchmarking, and the workflows you'll actually use in coursework or early career work. Topics include: Python fundamentals through a finance lens (data structures, functions, control flow). Working with financial data and datasets. Performance benchmarking and writing efficient code. Applying concepts from Hilpisch's Python for Finance.

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6Students

If you’ve ever felt that science and math are difficult, it’s probably because no one showed you how to think like a problem solver. In my classes, you’ll learn not just formulas or code but how to truly understand concepts, apply them, and build strong logical intuition. I teach: • 🔢 Mathematics: From algebra and calculus to applied problem-solving for real-world use. • 💻 Computer Science: Coding fundamentals (Python, C++), algorithms, and logical thinking for beginners and intermediate learners. • ⚛️ Physics: Mechanics, thermodynamics, and practical examples that make abstract ideas simple and visual. As a Software Engineer and Master’s student in Engineering at Nagoya University, I bring both academic knowledge and hands-on experience from real projects. My teaching approach is interactive, visual, and deeply focused on understanding over memorization. Let’s turn complex problems into clear, step-by-step insights — and make learning something you genuinely enjoy.

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5Students

Understanding algorithms is essential for anyone pursuing computer science or programming. In this course, I provide a structured approach to learning algorithms—from fundamental concepts like sorting and searching to advanced techniques such as dynamic programming and graph theory. Whether you're preparing for exams, coding interviews, or aiming to improve your problem-solving skills, this course is designed to build strong algorithmic thinking. Through practical examples and step-by-step explanations, I help students master the logic and techniques needed to write efficient and elegant code.

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1Students

I offer one-to-one Machine Learning and AI tuition for university students, postgraduates, working professionals, and serious self-learners. Lessons are available online or in person around Birmingham. What I cover: Python for data science and ML (NumPy, Pandas, Scikit-learn) Deep learning with TensorFlow and Keras Core ML concepts: regression, classification, clustering, neural networks, CNNs Computer vision and image classification (my published research area) University coursework support, dissertation help, project guidance Help with Kaggle competitions and personal portfolio projects How I teach: I focus on understanding, not memorisation. We work through real datasets and real problems — not toy examples — so you can actually apply what you learn. I'll help you build a model from scratch, debug it when it doesn't work, and explain the maths behind why it does or doesn't perform well. For university students, I can also help with assignments, dissertations, and final-year projects. Whether you're just starting out, stuck on a coursework project, or trying to break into ML professionally, I can meet you wherever you are and help you move forward.