Great Learning's video: Application of Classification Algorithms Machine Learning Tutorial Great Learning

The Classification algorithm is a Supervised Learning technique that is used to identify the category of new observations on the basis of training data. In Classification, a program learns from the given dataset or observations and then classifies new observations into a number of classes or groups. In this video, you will learn about comparisons between some of the most common and popular classification algorithms and see the factors that lead to comparison. You will also, see how to evaluate each and every algorithm’s performance based on a case study and finally summarize everything. So, if you feel the need to dig deeper into the Real-time application of the classification algorithms, sit tight as we bring to you all the information you need right on your screens. 00:00:00 Introduction 00:03:15 Parameters For Comparison 00:09:01 Promotion Problem Statement 00:16:07 Preprocessing Data 00:33:15 Logistic Regression 00:49:39 Support Vector Machine 01:01:10 K Nearest Neighbours 01:06:47 Naive Bayes 01:13:05 Decision Tree 01:20:23 Random Forest 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/3vXDOgt Get your free certificate of completion for the Application of Classification Algorithms course, Register Now: https://glacad.me/3vY8RsS 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/36d6tDH 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.