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Abdou - Riyadh, Saudi Arabia£28
£28Statistics, Data Visualization, and Machine Learning for Beginners
📊 Introduction to Data Science with Python Full Title: Statistics, Data Visualization, and Machine Learning for Beginners (100% online course – for students, professionals in retraining, or curious data enthusiasts) Data science is now at the heart of the most innovative professions and strategic decisions in all sectors. However, when you're just starting out, you can quickly feel overwhelmed by technical jargon, Python libraries, or statistical models. With this course, my goal is to make this exciting discipline understandable and accessible to everyone, even without advanced mathematical training or computer science background. I offer step-by-step support based on practical experience, concrete projects, and a supportive teaching approach. You'll learn how to manipulate data, extract information from it, and create your first machine learning models with ease. 🎯 Course objectives Discover the basic tools of Data Science with Python Understand and apply the fundamental concepts of exploratory statistics Know how to manipulate, clean, visualize and interpret real data sets Carry out initial predictive modeling (linear regression, classification) 📚 Course content ✔ Fundamental libraries in Data Science – pandas: reading, cleaning and transforming data – numpy: mathematical operations and array manipulation – matplotlib & seaborn: clear and aesthetic data visualization – Getting Started with Scikit-Learn for Machine Learning ✔ Data cleaning and analysis – CSV file import and data mining – Management of missing values and duplicates – Creation of variables, filtering, groupings – Visualization: histograms, curves, heatmaps, boxplots... ✔ Introduction to Machine Learning – Understand how linear and logistic regression work – First classification models (KNN, simple decision trees) – Data separation (training/test set), single cross-validation – Interpretation of results and improvement of the model 🧭 How the sessions work 1️⃣ Assessment of the student's objectives: discovery, professional project, preparation for training, etc. 2️⃣ Personalized progression plan, adapted to the starting level. 3️⃣ Alternation of visual theory and intensive practice on real data sets (health, sports, finance, etc.). 4️⃣ Practical mini-projects at each stage: analyzing survey results, predicting simple results, automating analyses. 5️⃣ Explanation of errors encountered, individualized educational monitoring. 6️⃣ Regular assessment, with reinforcement of key points as needed. 🌐 100% online courses – accessible teaching methods Classes via Zoom, Google Meet, or the tool of your choice Live screen sharing, work on interactive notebook (Jupyter or Google Colab) PDF supports + commented code provided after each session Possibility of intensive coaching for training or an interview Flexible hours, adapted to the time zone of the Gulf countries and your availability 👨‍🎓 For whom? Complete beginners in Data Science and Python Students wishing to enrich their profile with practical skills Professionals retraining for data professions Anyone curious about understanding the world through data! This course has been designed so that each participant can progress at their own pace, develop their analytical logic and discover the pleasure of "making the data speak". Feel free to contact me to discuss your goals and build a customized program together. I would be delighted to accompany you on this wonderful adventure that is data science.
Statistics · Math · Numerical analysis
Gabriel - Berlin, Germany£75
£75Unlock Your Potential in Mathematics & Physics – Elite Tutoring with with a Doctor and Cambridge Graduate
Trusted teacher: Are you looking to excel in Mathematics or Physics? Whether you're navigating high school coursework, preparing for university entrance exams, or tackling advanced university-level topics, I’m here to help you achieve your academic goals. With a PhD and extensive research experience in both fields, I bring a deep understanding of these subjects combined with practical teaching skills. Over the years, I’ve supported students at all levels—from high school learners building foundational knowledge to university students mastering complex material. I’ve also helped students prepare successfully for competitive entrance exams, including those for top institutions such as Cambridge University. Here’s how I can support you: High School Tutoring Consolidate your understanding, improve your grades, and explore the broader relevance of mathematics and physics beyond the standard curriculum. University Entrance Preparation Using a structured, goal-oriented approach, we’ll focus on key areas to maximise your performance and confidence in entrance exams. University-Level Support I offer in-depth guidance on coursework, advanced topics, and exam techniques to help you gain clarity, precision, and confidence in your studies. My approach is results-driven and tailored to your individual needs. During a free initial consultation, we’ll assess your current level, identify key areas for improvement, and develop a personalised lesson plan. Each lesson is designed to be focused, efficient, and engaging—helping you progress with confidence. Mathematics and Physics aren’t just academic subjects—they’re tools for understanding the world and building exciting futures. Let’s work together to unlock your potential. Ready to begin? I look forward to helping you succeed.
Math · Physics
Harshini - Altrincham, United Kingdom£46
£46A-Level Maths Mastery: Build Confidence and Achieve Top Grades
A-Level Mathematics is a highly respected qualification that forms the foundation for many university courses and careers, especially in science, technology, engineering, and finance. This course is designed to support students in mastering the key components of the A-Level curriculum, including Pure Mathematics, Statistics, and Mechanics, as specified by all major UK exam boards. Throughout the course, you’ll explore essential topics such as algebra, calculus, trigonometry, sequences, probability, data interpretation, forces, motion, and more. These areas not only enhance your problem-solving skills but also develop your ability to think logically and analytically—skills that are invaluable far beyond the classroom. The course breaks down complex ideas into manageable lessons, with step-by-step explanations, worked examples, and plenty of practice questions. You’ll learn how to approach problems methodically, use your calculator efficiently, and apply mathematical reasoning to unfamiliar situations—key skills for exam success. What sets this course apart is its focus on deep understanding and exam preparation. You’ll be guided through past paper questions, exam technique tips, and common pitfalls, helping you build confidence as well as competence. Whether you’re aiming for a strong grade for university entry, boosting your skills for future STEM studies, or simply wanting to challenge yourself academically, this course is for you. By the end of the course, you’ll have not only a thorough understanding of the A-Level Maths content but also a sharp, analytical mindset ready to take on higher education and beyond.
Math · Tutoring
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