Machine Learning With Python Full Course | Machine Learning Tutorial For Beginners | Simplilearn

🔥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=jc-5dy3Zi_0&utm_medium=Lives&utm_source=Youtube ️🔥 Professional Certificate in AI and Machine Learning - https://www.simplilearn.com/professional-aiml-program?utm_campaign=jc-5dy3Zi_0&utm_medium=Lives&utm_source=Youtube 🔥IITG - Professional Certificate Program in Generative AI and Machine Learning (India Only) - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=jc-5dy3Zi_0&utm_medium=Lives&utm_source=Youtube In this video on Machine Learning with Python full course, you will understand the basics of machine learning and Python. In this Machine Learning tutorial for beginners, we will cover essential machine learning topics like applications of machine learning and machine learning concepts and understand why mathematics, statistics, and linear algebra are crucial. We'll also learn about regularization, dimensionality reduction, and PCA. We will perform a prediction analysis on the recently held US Elections. Finally, you will study the Machine Learning roadmap. Below are the topics covered in this video: 00:00:00 Machine Learning With Python Full Course 2025 00:08:36 Introduction to Machine Learning 00:16:14 Top 10 Applications of Machine Learning 00:32:38 Types of Machine Learning 00:37:46 Machine Learning Algorithms 00:38:14 Linear Regression 00:46:52 Decision Tree 01:23:25 Clustering 01:26:11 K-Means Clustering 02:18:03 Data and its types 03:29:22 Probability 04:07:53 Multiple Linear Regression 04:45:55 Confusion Matrices 05:59:54 KNN 06:23:40 Support Vector Machine 07:14:40 Principle Component Analysis(PCA) 07:53:01 Corona Virus Analysis ✅ 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 #MachineLearningCourse #MachineLearningFullC