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| Name | Bagging vs Boosting - Ensemble Learning In Machine Learning Explained |
| Video Uploader | Video From DataMListic |
| Upload Date | This Video Uploaded At 14-01-2023 13:36:14 |
| Video Discription | In this video I cover the Bagging (Bootstrap Aggregating) and Boosting ensemble learning algorithms that are commonly across machine learning. I present how both Bagging and Boosting works, together discuss their similarities and differences. *Related Videos* ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Why Overfitting and Underfitting Happen: https://youtu.be/5mbX6ITznHk Why Do We Perform Feature Scaling In Machine Learning: https://youtu.be/CFA7OFYDBQY Why Neural Networks Can Learn Any Function: https://youtu.be/O45AaRPQhuI *Contents* ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 00:00 - Intro 00:18 - Bagging 00:52 - Boosting 01:42 - Model Building 02:51 - Ensemble Predictions 03:10 - Bias and Variance 03:45 - Final thoughts *Follow Me* ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ 🐦 Twitter: @datamlistic https://twitter.com/datamlistic 📸 Instagram: @datamlistic https://www.instagram.com/datamlistic 📱 TikTok: @datamlistic https://www.tiktok.com/@datamlistic *Channel Support* ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ The best way to support the channel is to share the content. ;) If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary) ► Patreon: https://www.patreon.com/datamlistic ► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq ► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281 ► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5 ► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a #bagging #boosting #ensemble [tjy0yL1rRRU] |
| Category | Education |
| Tags | deep learning | machine learning | artificial intelligence | ml | dl | ai | data science | ds | why ml | why dl | bagging | bootstrap | bootstrap aggregating | boosting | ensemble learning | boosting vs bagging | bagging vs boosting |
