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555 private teachers in Dubai

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555 private teachers in Dubai

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As a Spanish teacher for foreigners, my primary goal is to create a dynamic and accessible learning environment where each student can progress at their own pace and develop the linguistic skills needed to communicate effectively and confidently in Spanish. Course Approach: Practical communication: From day one, I focus on providing students with the tools necessary to navigate everyday situations. This includes learning greetings, introductions, asking for directions, shopping, talking about likes and daily routines. Applied grammar: Grammar teaching is contextual, meaning I don't just explain rules but teach students how to use them correctly in real-life situations. We start with basic structures at lower levels and progress to more complex tenses such as the subjunctive and verb periphrasis at higher levels. Vocabulary expansion: I offer a thematic and functional approach to vocabulary, covering areas like family, work, travel, health, and leisure, ensuring that students can communicate fluently in a wide variety of contexts. Development of the four language skills: Classes focus on listening comprehension, speaking, reading, and writing in an integrated way. This is achieved through activities such as debates, text writing, audio and video comprehension, and role-playing. Cultural interaction: A cultural approach is encouraged in the classes, where students not only learn the language but also customs, idiomatic expressions, and regional variations of Spanish. This helps them understand cultural differences and communicate more authentically. Constant practice and feedback: I provide ongoing feedback, correcting mistakes and guiding students toward more precise communication. Additionally, I incorporate practical tasks where students are faced with real-life situations (such as making presentations or writing formal emails) to apply what they've learned effectively. My commitment is to support each student in their learning process, creating a safe and stimulating environment where they feel comfortable and motivated to advance in their mastery of Spanish.
Spanish · Reading · Writing
📊 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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