🔥Artificial Intelligence Engineer (IBM) - https://www.simplilearn.com/masters-in-artificial-intelligence?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Purdue - Post Graduate Program in AI and Machine Learning - https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥IITK - Professional Certificate Course in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥IITG - Professional Certificate Program in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Caltech - AI & Machine Learning Bootcamp (US Only) - https://www.simplilearn.com/ai-machine-learning-bootcamp?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFirstFold&utm_source=Youtube This complete Machine Learning full course video covers all the topics that you need to know to become a master in the field of Machine Learning. It covers all the basics of Machine Learning, the different types of Machine Learning, and the various applications of Machine Learning used in different industries. This video will help you learn different Machine Learning algorithms in Python. Linear Regression, Logistic Regression, K Means Clustering, Decision Tree, and Support Vector. Dataset Link - https://drive.google.com/drive/folders/15lSrc4176J9z9_3WZo_b91BaNfItc2s0 Below topics are explained in this Machine Learning course for beginners: 0:00 Table of contents 01:46 Basics of Machine Learning 09:18 Why Machine Learning 13:25 What is Machine Learning 18:32 Types of Machine Learning 18:44 Supervised Learning 21:06 Reinforcement Learning 22:26 Supervised VS Unsupervised 23:38 Linear Regression 25:08 Introduction to Machine Learning 26:40 Application of Linear Regression 27:19 Understanding Linear Regression 28:00 Regression Equation 35:57 Multiple Linear Regression 55:45 Logistic Regression 56:04 What is Logistic Regression 59:35 What is Linear Regression 01:05:28 Comparing Linear & Logistic Regression 01:26:20 What is K-Means Clustering 01:38:00 How does K-Means Clustering work 02:15:15 What is Decision Tree 02:25:15 How does Decision Tree work 02:39:56 Random Forest Tutorial 02:41:52 Why Random Forest 02:43:21 What is Random Forest 02:52:02 How does Decision Tree work- 03:22:02 K-Nearest Neighbors Algorithm Tutorial 03:24:11 Why KNN 03:24:24 What is KNN 03:25:38 How do we choose 'K' 03:27:37 When do we use KNN 03:48:31 Applications of Support Vector Machine 03:48:55 Why Support Vector Machine 03:50:34 What Support Vector Machine 03:54:54 Advantages of Support Vector Machine 04:13:06 What is Naive Bayes 04:17:45 Where is Naive Bayes used 04:54:48 Top 10 Application of Machine Learning #MachineLearning #CompleteMachineLearningCourse #MachineLearningForBeginners #MachineLearningTutorial #MachineLearningWithPython #LearnMachineLearning #MachineLearingBasics #MachineLearningAlgorithms #MachineLearningEngineer #MachineLearningEngineerSalary #MachineLearningEngineerSkills #SimplilearnMachineLearning #MachineLearningCourse ➡️ 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/big-data-and-analytics/machine-learning-certification-training-course?utm_campaign=Machine-Learning-Full-Course-9f-GarcDY58&utm_medium=Description&utm_source=youtube