AI for Beginners 😎 Supervised Learning Classification (Full Practical Guide) скачать в хорошем качестве

AI for Beginners 😎 Supervised Learning Classification (Full Practical Guide)

🌟 Welcome to AI for Beginners – your ultimate guide to mastering Supervised Learning Regression with hands-on practice, easy-to-follow steps, and plenty of real-world examples! 📊🤖✨ Code: https://github.com/danoboss1/ULTIMATE... HOW TO BECOME PROGRAMMER: From Beginner to Real IT Industry: https://www.udemy.com/course/how-to-b... Discord community:   / discord   Decision Tree Classification Easy Explanation:    • Decision and Classification Trees, Clearly...   Confusion Matrix Easy Explanation:    • Machine Learning Fundamentals: The Confusi...   Linear Regression in Details:    • Lecture 10 - Decision Trees and Ensemble M...   ⭐️ Timestamps ⭐️ 00:00 - Trailer 00:12 - Intro 00:51 - Project intro 01:00 - Demo of this episode 02:31 - What is Classification 01:00 - Quick demo 02:55 - Setup 05:02 - Code/Showing dataset 05:44 - Importing Libraries 06:40 - Data preprocessing 09:27 - Splitting dataset 10:47 - Missing data = new explanation 15:14 - Train Test Split 17:55 - Training the Decision Tree Model 18:04 - Decision Tree Explanation 18:53 - Decision Tree code 20:18 - Prediction 23:24 - Predictions on test data 26:41 - Evaluation 26:49 - Confusion matrix explanation 27:48 - Confusion matrix code 29:58 - Recap 30:33 - Outro Let’s dive in and unlock the power of data together! 🚀📈💡 #MachineLearning #AIForBeginners #DataScience