Random Forest Explained | Random Forest Algorithm in Machine Learning | Data Science | Intellipaat

▶️ Intellipaat's Advanced Certification in Data Science and AI: https://intellipaat.com/advanced-cert... If you're interested in machine learning, you've probably heard of "Random Forest". In this video on Random Forest Algorithm in Machine Learning, we'll explore what Random Forest is, how it works, and how it can be used in various applications. Random Forest is a popular machine learning algorithm that is used for classification, regression, and feature selection tasks. It is a type of ensemble learning method that combines multiple decision trees to make more accurate predictions. Each decision tree is trained on a subset of the data and a random subset of features, which helps to prevent overfitting and improve generalization. Whether you're new to machine learning or an experienced practitioner, this video will provide a comprehensive overview of Random Forest and its applications. So sit back, relax, and let's dive into the world of Random Forest! 🔵 Intellipaat Training courses: https://intellipaat.com/ Intellipaat is a global online professional training provider. We are offering some of the most updated, industry-designed certification training programs which include courses in Big Data, Data Science, Artificial Intelligence, and 150 other top-trending technologies. We help professionals make the right career decisions, choose trainers with over a decade of industry experience, provide extensive hands-on projects, rigorously evaluate learner progress, and offer industry-recognized certifications. We also assist corporate clients in upskilling their workforce and keeping them in sync with the changing technology and digital landscape. #RandomForestExplained #RandomForestAlgorithminMachineLearning #DataScience #Intellipaat 📌 Do subscribe to Intellipaat channel & get regular updates on videos: https://goo.gl/hhsGWb 🔵 Following topics are covered in this session: 0:00 - Introduction 1:19 - What is Random Forest? 3:23 - Concept of Decision Tree 5:34 - Working Details of Random Forest Algorithms 12:16 - Advantages & Disadvantages of Random Forest Algorithms 16:55 - Hands-On Demo for Random Forest ---------------------------- 🔵 Intellipaat Edge 1. 24*7 Lifetime Access & Support 2. Flexible Class Schedule 3. Job Assistance 4. Mentors with +14 yrs 5. Industry-Oriented Courseware 6. Life time free Course Upgrade ------------------------------ 🔵 For more information: Please write us to [email protected] or call us at: +91-7847955955 Website: https://intellipaat.com/ Facebook:   / intellipaato.  . Telegram: https://t.me/s/Learn_with_Intellipaat Instagram:   / intellipaat   LinkedIn:   / inte.  . Twitter:   / intellipaat