Unveiling the Magic of Random Forest Regression : Predicting Life Expectancy with Machine Learning

Опубликовано: 06 Октябрь 2024
на канале: The Don Hub

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🔍 Dive into the world of machine learning with us! In this video, we continue our exploration of regression algorithms, transitioning from linear regression to the powerful Random Forest algorithm. 🌳🤖

In our previous episode, we leveraged linear regression to forecast ice cream profits based on daily temperature fluctuations. Today, we take it up a notch by applying Random Forest to predict life expectancy. 📊💡

Join us as we unravel the intricacies of Random Forest and witness its predictive prowess firsthand. Discover why it's one of our favorite algorithms and how it can revolutionize your machine learning projects. 🚀🔮

🎥 Don't miss out! Hit that play button and embark on this enlightening journey with us. Like, share, and subscribe to stay tuned for more exciting content on machine learning and beyond! 🌟✨

📝 Resources:
Dataset: https://www.kaggle.com/datasets/kumar...
Code snippets: https://github.com/niigyanchristian/M...

🔍 Chapters:
0:00 - Intro
0:39 - Setup
2:02 - How Random Forest works
5:53 - Import Libraries
6:12 - Load Dataset
8:14 - Split Data
11:40 - Model Training
13:40 - Model Predictions
14:20 - Model Evaluation
18:30 - Model Saving
19:13 - Outro

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#machinelearning #randomforest #mlalgorithms