Machine Learning Tutorial | What is Machine Learning | Intellipaat
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In this machine learning tutorial you will learn what is machine learning, machine learning algorithms like linear regression, binary classification, decision tree, random forest and unsupervised algorithm like k means clustering in detail with complete hands on demo.
Following topics are covered in this video:
00:00 - machine learning tutorial
00:53 - what is machine learning
04:55 - what is linear regression
20:55 - what is regression?
23:32 - linear regression vs logistic regression
39:43 - confusion matrix
01:03:28 - decision tree
01:07:38 - random forest
02:33:06 - how to predict a value in random forest
03:44:05 - k means clustering
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Why should you watch this machine learning tutorial?
Machine learning is one of the fastest growing arms of the domain of artificial intelligence. It has far reaching consequences and in the next couple of years we will be seeing every industry deploying the principles of artificial intelligence, machine learning and deep learning technologies at scale.
Who should watch this machine learning tutorial video?
This machine learning tutorial is for everybody right from professionals in analytics, data science domains, eCommerce, or in search engine domains. If you are a Software professionals looking for a career switch and fresh graduates then also you can watch this tutorial.
Why machine learning is important?
Machine learning might just be one of the most important fields of science that we are just moving towards. It differs from other science in the sense that this is one of the one domains where the input and output are not directly correlated and neither do we provide the input for every task that the machine will perform. It is more about mimicking how humans think and solving real world problems like humans without actually the intervention of humans. It focuses on developing computer programs that can be taught to grown and change when exposed to data.
#MachineLearningTutorial #WhatisMachineLearning
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