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197 private teachers in Abu Dhabi

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197 private teachers in Abu Dhabi

Abdou - Abu Dhabi276 CNY
276 CNYStatistics, 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
السيد - Abu Dhabi229 CNY
229 CNYGerman language at all levels from beginner to professional
I am an experienced German language trainer, offering comprehensive lessons covering all levels from beginner to advanced. I work to develop students' skills in all aspects of the language, including reading, writing, listening and speaking. Beginner level (A1 - A2): The Basics: I start by teaching the alphabet, numbers, and basic vocabulary. I use interactive methods to make the lessons fun and easy to understand. Introducing yourself: I help students create simple sentences to introduce themselves and share personal information. Basic Grammar: I explain simple grammar rules, such as verb conjugation and definite articles, making it easier for students to construct correct sentences. Practical activities: I use games, dialogues, and everyday situations to promote interaction and practical practice. Intermediate level (B1 - B2): Deepening concepts: I work to expand vocabulary, and teach students how to use language in more complex situations. Conversation and Discussion: I train students to talk about a variety of topics, which helps them express their opinions and feelings fluently. Literary and Cultural Texts: I present texts from German literature and culture, which enrich students' understanding of the language in its cultural context. Writing Training: I help students develop writing skills, from writing simple letters to academic essays. Professional level (C1 - C2): Developing advanced language skills: I focus on improving students' ability to engage in complex discussions, and express ideas logically and persuasively. Critical Analysis: I work on developing critical thinking skills by discussing literary and philosophical topics. Specialized Vocabulary: I help students learn specialized vocabulary that relates to their professional or academic fields. Exam preparation: I offer specialized training for students who want to take official language tests such as the TestDaF or DSH. Teaching style: Direct Interaction: I believe that learning is an interactive process, so I use a variety of teaching methods to suit the needs of each student. Content Personalization: I customize educational content based on the student's level and personal goals, which helps achieve the best results. Continuous Assessment: I use multiple assessment methods, including quizzes, projects, and presentations, to ensure students are progressing and meeting their learning goals. With these strategies, I can help you achieve your German language learning goals, whether you are a beginner or looking to master the language at an advanced level.
Test prep · Vocabulary
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Lina, Private Tutor, Math , Arabic , Quran Teacher (Abu Dhabi)
Lina
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I could tell she was a great teacher as soon as we met. Given that she is a wonderful teacher and has expertise working with kids, my daughter reacted favorably to her.
Review by AYESHA
Arabic, Islamic, social and English language teacher for those who wish (Abu Dhabi)
ايمان
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Excellent teacher with strong track of record teaching kids
Review by RASHED
Teacher of English, science and mathematics (Arabic and English curriculum) (Abu Dhabi)
Saria
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She is perfect and professional
Review by AZI

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