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Bagging and Boosting in Machine Learning | Ensemble Learning | Bagging vs Boosting | Simplilearn

🔥 Purdue Post Graduate Program In AI And Machine Learning: https://www.simplilearn.com/pgp-ai-ma... 🔥Professional Certificate Course In AI And Machine Learning by IIT Kanpur (India Only): https://www.simplilearn.com/iitk-prof... 🔥AI Engineer Masters Program (Discount Code - YTBE15): https://www.simplilearn.com/masters-i... 🔥AI & Machine Learning Bootcamp(US Only): https://www.simplilearn.com/ai-machin... In this video on Bagging and Boosting in Machine Learning,we will delve into the concept of ensemble learning and thoroughly explore the step-by-step process of implementing bagging and boosting algorithms. Furthermore, we will thoroughly examine the advantages and disadvantages of these approaches, while also highlighting the crucial differences between bagging and boosting methods. Below are the topics covered in this bagging vs boosting video:- 00:00 Bagging and Boosting in Machine Learning 02:16 What is Ensemble learning? 03:46 What is Bagging? 04:21 Steps to Perform Bagging 05:06 Advantages of Bagging 05:28 What is Boosting? 06:09 Steps to Perform Bagging 07:17 Advantages of Bagging 07:32 Bagging Vs Boosting What is boosting in machine learning Boosting is an ensemble modeling method that aims to create a robust classifier by combining multiple weak classifiers. This technique involves constructing a sequence of models using weak models. Initially, a model is built using the training data. Subsequently, a second model is constructed, which seeks to rectify the errors made by the first model. This process is iterated, with additional models being added until either the entire training dataset is accurately predicted or the maximum number of models is reached. ✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Artificial Intelligence training videos:    • Digital Marketing Playlist [2024 Upda...   #Boosting #Bagging #Ensemble #ArtificalIntellignenceCourse #AIML #MachineLearning #Caltech #Bootcamp #Simplilearn ➡️ About Post Graduate Program In AI And Machine Learning This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots. ✅ Key Features - Post Graduate Program certificate and Alumni Association membership - Exclusive hackathons and Ask me Anything sessions by IBM - 3 Capstones and 25+ Projects with industry data sets from Twitter, Uber, Mercedes Benz, and many more - Master Classes delivered by Purdue faculty and IBM experts - Simplilearn's JobAssist helps you get noticed by top hiring companies - Gain access to 4 live online sessions on latest AI trends such as ChatGPT, generative AI, explainable AI, and more - Learn about the applications of ChatGPT, OpenAI, Dall-E, Midjourney & other prominent tools ✅ Skills Covered - ChatGPT - Generative AI - Explainable AI - Generative Modeling - Statistics - Python - Supervised Learning - Unsupervised Learning - NLP - Neural Networks - Computer Vision - And Many More… 👉 Learn More At: https://www.simplilearn.com/pgp-ai-ma... 🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688 👉 Listen to what millions of users say about our courses! https://www.simplilearn.com/reviews?u... Explore our Free Courses by Simplilearn: https://www.simplilearn.com/skillup-f...