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Random Forest Explained - Machine Learning Tutorial for Beginners!

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In this tutorial, I break down Random Forest, one of the most powerful and widely used machine learning algorithms!
You’ll learn:
* How Random Forest works (Bootstrap Aggregation & Feature Selection)
* How to train a Random Forest model using Python & Scikit-Learn
* Hyperparameter tuning with GridSearchCV for the best performance
* Evaluating model accuracy with confusion matrix & ROC curves
* Common mistakes and best practices
This video is perfect for beginners looking to strengthen their Data Science & Machine Learning skills!
Don’t forget to like, subscribe, and hit the bell 🔔 for more ML tutorials!
You’ll learn:
* How Random Forest works (Bootstrap Aggregation & Feature Selection)
* How to train a Random Forest model using Python & Scikit-Learn
* Hyperparameter tuning with GridSearchCV for the best performance
* Evaluating model accuracy with confusion matrix & ROC curves
* Common mistakes and best practices
This video is perfect for beginners looking to strengthen their Data Science & Machine Learning skills!
Don’t forget to like, subscribe, and hit the bell 🔔 for more ML tutorials!