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85 math teachers in Doha

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85 math teachers in Doha

Abdou - Doha26€
26€Statistics, data visualization and machine learning for beginners – course in French
📊 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
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Ahmad - Doha37€
37€Expert Private Tutoring in Mathematics and Physics!
Trusted teacher: 🌟 Elevate Your Academic Journey with Expert Private Tutoring in Mathematics and Physics! 🌟 🔍 Searching for a dedicated and experienced tutor to empower your child's educational success? Look no further! I am thrilled to announce that I am offering private lessons in mathematics and physics tailored for students ranging from grade 1 to 12. 🎓 About Me: As a highly qualified civil engineer with a prestigious master's degree from Paris, France, I bring a wealth of knowledge and expertise to the realm of education. With a passion for mathematics and physics, I have been actively involved in private tutoring since 2013, consistently guiding students towards academic excellence. 💡 What Sets Me Apart: ✨ Master's Degree Distinction: My academic journey has equipped me with an in-depth understanding of the intricacies of mathematics and physics, ensuring a comprehensive and insightful approach to tutoring. ✨ Extensive Experience: With years of successful private tutoring, I have honed my ability to demystify complex concepts, making them accessible and enjoyable for students of all levels. ✨ Homework Mastery: I am committed to not only helping students grasp theoretical concepts but also providing invaluable assistance in completing homework assignments. My goal is to empower students with the skills and confidence needed to tackle academic challenges independently. 🌈 What You Can Expect: 🚀 Personalized Approach: Each student is unique, and my tutoring sessions are tailored to address individual learning styles and pace. 🚀 Concept Clarity: I specialize in breaking down complex mathematical and physical concepts into manageable, understandable components, fostering a strong foundation for future learning. 🚀 Results-Oriented: My ultimate aim is to witness students not only comprehend challenging subjects but also excel in their academic endeavors, building a solid academic foundation for future success. 📆 Schedule Your Session Today: Don't miss the opportunity to enhance your child's academic journey! Secure a spot for private lessons that guarantee not only improved grades but also a newfound appreciation for the fascinating world of mathematics and physics.
Math · Physics
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