GDG on Campus Ecole Supérieure Privée d'Ingénierie et de Technologies - Tunis, Tunisia
🚀 Workshop: Intro to Supervised Learning & Classification 🎯 Join us on Feb 23, 2025 (10 AM - 12 PM, Online) for a hands-on session led by Rined Lazreg! 🌟 Learn supervised learning basics, explore Logistic Regression, Decision Trees, SVM, and k-NN, and train models using Python & scikit-learn. No ML experience needed—just curiosity! 🤖📊
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🎓 Workshop: Introduction to Supervised Learning & Classification Models 🎯
📅 Date: 23/02/2025 🕙 10 AM - 12 PM (Online)
👨🏫 Instructor: Rined Lazreg
🎯 Level: Beginner - Intermediate
📌 For: ML Department Members
🚀 Objective:
Dive into supervised learning, where models learn from labeled data to make predictions. We’ll explore classification, a key technique for predicting discrete labels (e.g., spam detection, disease diagnosis).
📚 What You’ll Learn:
✅ Basics of supervised learning & classification
✅ Deep dive into 4 classification models:
🔹 Logistic Regression – Simple yet powerful!
🔹 Decision Trees – Easy to interpret! 🌳
🔹 Support Vector Machines (SVM) – Robust & accurate! 🤖
🔹 k-Nearest Neighbors (k-NN) – Intuitive & efficient! 🏃♂️
✅ Model strengths, weaknesses & real-world use cases
✅ Hands-on Python & scikit-learn demo for training & evaluation
👥 Who Should Attend?
Perfect for students & beginners who want to:
🔹 Grasp machine learning fundamentals
🔹 Explore popular classification models
🔹 Apply models to real-world problems
🎁 Takeaways:
🔸 Strong foundation in supervised learning & classification
🔸 Familiarity with key ML models & their applications
🔸 Hands-on coding experience with Python
🔸 Resources to continue your ML journey 📖💻
🛠 Prerequisites:
✅ Basic Python knowledge (useful but not required).
✅ No prior ML experience needed—just curiosity & enthusiasm! 🚀🔥
🌟 Don’t miss this chance to kickstart your ML journey with expert guidance! See you online! 🎉
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