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Lec-18: Random Forest ๐ŸŒณ in Machine Learning ๐Ÿง‘โ€๐Ÿ’ป๐Ÿ‘ฉโ€๐Ÿ’ป
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Machine Learning - Lec-18: Random Forest ๐ŸŒณ in Machine Learning ๐Ÿง‘โ€๐Ÿ’ป๐Ÿ‘ฉโ€๐Ÿ’ป

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25 learners

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This course includes

  • 8 hours of video
  • Certificate of completion
  • Access on mobile and TV

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Random Forest is an ensemble learning method that combines multiple decision trees to improve accuracy and prevent overfitting. It works by constructing multiple decision trees during training and outputs the mode of the classes (for classification) or the mean prediction (for regression) of the individual trees. -------------------------------------------------------------------------------------------------------------------------------------- Timestamps: 00:00 โ€“ Introduction 00:23 โ€“ Random forest 04:05 โ€“ Step 1 07:03 โ€“ Step 2 07:25 โ€“ Step 3 -------------------------------------------------------------------------------------------------------------------------------------- ๐Ÿ”น Gate Smashers Shorts: Watch quick concepts & short videos here: https://www.youtube.com/@GateSmashersShorts ๐Ÿ”น Subscribe for more shorts and motivational content: https://www.youtube.com/@varunainashots โ–บ Machine Learning Complete playlist: https://www.youtube.com/playlist?list=PLxCzCOWd7aiEXg5BV10k9THtjnS48yI-T Other subject playlist Link: -------------------------------------------------------------------------------------------------------------------------------------- โ–บTheory of Computation https://www.youtube.com/playlist?list=PLxCzCOWd7aiFM9Lj5G9G_76adtyb4ef7i โ–บOperating System: https://www.youtube.com/playlist?list=PLxCzCOWd7aiGz9donHRrE9I3Mwn6XdP8p โ–บDatabase Management System: https://www.youtube.com/playlist?list=PLxCzCOWd7aiFAN6I8CuViBuCdJgiOkT2Y โ–บComputer Networks: https://www.youtube.com/playlist?list=PLxCzCOWd7aiGFBD2-2joCpWOLUrDLvVV_ โ–บArtificial Intelligence: https://www.youtube.com/playlist?list=PLxCzCOWd7aiHGhOHV-nwb0HR5US5GFKFI โ–บComputer Architecture: https://www.youtube.com/playlist?list=PLxCzCOWd7aiHMonh3G6QNKq53C6oNXGrX โ–บDesign and Analysis of algorithms (DAA): https://www.youtube.com/playlist?list=PLxCzCOWd7aiHcmS4i14bI0VrMbZTUvlTa โ–บStructured Query Language (SQL): https://www.youtube.com/playlist?list=PLxCzCOWd7aiHqU4HKL7-SITyuSIcD93id --------------------------------------------------------------------------------------------------------------------------------------- Our Social Media: โ–บ Subscribe us on YouTube-https://www.youtube.com/gatesmashers โ–บ Like Our page on Facebook - https://www.facebook.com/gatesmashers โ–บ Follow us on Instagram-https://www.instagram.com/gate.smashers -------------------------------------------------------------------------------------------------------------------------------------- โ–บA small donation would help us continue making GREAT Lectures for you. โ–บBe a Member & Give your Support on bellow link : https://www.youtube.com/channel/UCJihyK0A38SZ6SdJirEdIOw/join โ–บUPI: gatesmashers@apl โ–บPaypal Account: paypal.me/GSmashers โ–บFor any other Contribution like notes pdfs, feedback, suggestion etc [email protected] โ–บFor Bussiness Query [email protected]

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