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Private teachers in Dammam

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148 private teachers in Dammam

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148 private teachers in Dammam

📊 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
Trusted teacher: Are you electrical engineering student or professional, ready to elevate your electrical design skills and stand out in the competitive engineering field? Join our transformative course, where innovation meets practicality! **Why Enroll?** In today's fast-paced world, the demand for skilled electrical engineers is soaring! This course offers you the essential toolkit for success by covering everything from foundational design principles to advanced lighting solutions—all tailored for residential and commercial applications. **Course Highlights Include:** - **Master the Art of Electrical Design:** Discover the step-by-step approach that top engineers use to create safe, efficient, and compliant electrical systems. - **Navigate Codes and Standards Like a Pro:** Gain insider knowledge on vital codes and standards that govern our industry, and learn how to leverage them to enhance your designs. - **Illuminate Your Projects with Expert Lighting Design:** Whether it's creating inviting indoor spaces or effectively lighting public streets, you’ll learn the secrets of impactful lighting design. - **Hands-On Lighting Calculations with Dialux:** Engage with Dialux software to perform stunning lighting calculations that will bring your designs to life and impress your clients! - **Design Robust Power Systems:** Get skilled in designing resilient power systems by understanding various sockets, circuit breakers, and the intricacies of mechanical loads. - **Build Superior Panel Boards:** Learn the critical elements of designing and constructing panel boards that ensure both reliability and efficiency in your electrical projects. Join a community of ambitious electrical engineers and unlock the strategies that industry leaders rely on. This course is not just about learning; it's about transforming your career and positioning yourself at the forefront of electrical engineering innovation.
Electrical engineering · Engineering
Science · English · Math
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