Summary
Keywords
Full Transcript
"️🔥 Professional Certificate in AI and Machine Learning by Simplilearn in collaboration with Purdue University - https://www.simplilearn.com/professional-aiml-program?utm_campaign=tJmVf88l_ys&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥IITK - Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=tJmVf88l_ys&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥Microsoft AI Engineer Program - https://www.simplilearn.com/ai-engineer-course?utm_campaign=tJmVf88l_ys&utm_medium=DescriptionFFF&utm_source=Youtube ️️🔥 Applied Generative AI Specialization by Simplilearn, delivered by Simplilearn in collaboration with Purdue University - https://www.simplilearn.com/applied-ai-course?utm_campaign=tJmVf88l_ys&utm_medium=DescriptionFFF&utm_source=Youtube" This video on What is Supervised Learning in machine learning will take you through a detailed concept of Supervised Learning. This video will help you to understand What is Machine Learning, what is supervised learning, how supervised learning works, the advantages and disadvantages of supervised learning, what are the types of supervised learning - classification, regression, supervised learning algorithms, and applications of supervised learning. 01:26 What is Machine Learning? Machine learning is the art of making computers learn and act like humans by feeding data and which focuses on the utilization of information and imitating the way that people learn, step by step working on its accuracy. 02:05 What is Supervised Learning? In supervised machine learning, machines are trained using labeled data also known as training data to predict results. Here, labeled data refers to a group of data that have been tagged with one or more names, and the data is already known to the machine. 03:30 Advantages of Supervised Learning Real-world computation problems Optimization Prediction Reusable data 04:22 Disadvantages of Supervised Learning Computation time Updates Pre-Processing data 04:54 Types of supervised machine learning Classification Regression 05:04 Classification- Classification is a process in which new observations are recognized, and separated in such a way that they can be categorized. 05:46 Regression- A regression algorithm is used to figure out the connection between dependent and independent variables. 07:00 supervised learning Algorithms Linear regression Regression trees Non-linear regression Bayesian Linear Regression Random Forest Decision Trees Logistic Regression Support Vector Machine 11:07 Applications of Supervised Learning Image and object recognition Predictive analysis Customer Sentiment analysis Spam detection ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out the Machine Learning tutorial videos: https://bit.ly/3fFR4f4 #WhatIsSupervisedLearningInMachineLearning #SupervisedLearning #SupervisedMachineLearning #ML #WhatIsMachineLearning #MachineLearningTutorial #SimplilearnMachineLearning #MachineLearning #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 - Masterclasses delivered by Industry Expert 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/professional-aiml-program?utm_campaign=WhatIsSupervisedLearningInMachineLearning&utm_medium=Description&utm_source=youtube 🔥🔥
