Machine Learning Algorithms | Machine Learning Tutorial for Beginners | Great Learning

🔥1000+ Free Courses With Free Certificates: https://www.mygreatlearning.com/acade... Looking for a career upgrade & a better salary? We can help, Choose from our no 1 ranked top programmes. 25k+ career transitions with 400 + top corporate companies. Exclusive for working professionals: https://glacad.me/3xjQiMI 🔥 Get your free certificate of completion for the Machine Learning with Python Course, Register Now: https://glacad.me/3ih22v4 In this video, we will start by discussing the importance of Machine Learning algorithms and their usage in the year 2021 and beyond. We understand Machine Learning, a subset of Artificial Intelligence, as a computer being programmed with the ability to self-learn and improve itself on a particular task. With changing trends in technology, it is vital that you understand Machine Learning concepts and especially the algorithms that govern the majority of the stake in this domain. The video will delve into the practicality of understanding popular algorithms such as Linear Regression, Naive Bayes, KNN Algorithm, Support Vector Machines, and Decision Trees. With the knowledge of these algorithms, it becomes simple to understand the working of Machine Learning as a whole. An ample amount of theoretical and practical discussion will help concrete your understanding of the same. 00:00:00 Introduction 00:01:42 Agenda 00:02:43 Introduction to Machine Learning 00:04:56 Why is Machine Learning required? 00:08:08 Types of Machine Learning 00:23:10 How does a Machine Learning model learn? 00:30:57 Python for Machine Learning 00:35:35 Machine Learning algorithms 00:37:07 Linear Regression 00:47:40 Naive Bayes algorithm 00:54:36 KNN algorithm 01:02:58 Support Vector Machines 01:09:36 Random Forest algorithm 01:14:55 Summary Visit Great Learning Academy, to get access to 300+ free courses with 1000+ hours of content on Data Science, Data Analytics, Artificial Intelligence, Big Data, Cloud, Management, Cybersecurity, Software Development and many more. These are supplemented with free projects, assignments, datasets, quizzes. You can earn a certificate of completion at the end of the course for free. https://glacad.me/3C8j4U2 Get the free Great Learning App for a seamless experience, enroll for free courses and watch them offline by downloading them. https://glacad.me/3cSKlNl About Great Learning: Great Learning is an online and hybrid learning company that offers high-quality, impactful, and industry-relevant programs to working professionals like you. These programs help you master data-driven decision-making regardless of the sector or function you work in and accelerate your career in high growth areas like Data Science, Big Data Analytics, Machine Learning, Artificial Intelligence & more.