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What is Liner Regression in Data Science?
Being interdisciplinary in nature, Data Science makes use of numerous techniques ranging from Statistics to advanced Machine Learning algorithms. Machine Learning is extensively used in Data Science and before getting started with Machine Learning one should understand that a single algorithm in ML doesn’t exactly fit every problem. You should be picking relevant algorithm based on the type of data set. This means that we shouldn’t consider that neural networks are far advanced than decision trees or vice-versa and you need to pick the relevant algorithm based on the size and structure of your dataset.
Selecting the right Machine Learning is no less than a critical task as you need to have knowledge of a number of aspects. Leverage skills in Linear Regression and other advanced algorithms in Machine Learning with our Data Science Training in Hyderabad program.
Now, let’s have a look at the prominent Machine Learning algorithms in Data Science.
Linear Regression in Machine Learning
This is one of the most predominantly used algorithms which is in use from 200 years. When you are dealing with Predictive Learning, it is very critical to minimize the error of a model so that it can help Data Scientists in reaching the most accurate predictions.
In the application of Linear Regression, there’s a line that that best fits the relationship between the input variables (x) and the output variables (y), by finding specific weightings for the input variables called coefficients (B).
There are multiple techniques that are used to learn the linear regression model from data, such as a linear algebra solution for ordinary least squares and gradient descent optimization.
Linear regression isn’t a new concept and is around for more than 200 years. If you are a beginner in Machine Learning then, getting started with Linear Regression would be an apt choice. You can build hands-on expertise in Liner Regression and other prominent Machine Learning algorithms with our advanced Data Science Course in Hyderabad program.
Kumar Raja is a multidisciplinary writer, and lifelong learner. He’s a Digital Marketer in the making who spends his time analyzing the developments in the tech world. He’s very passionate about helping people understand the latest trends in the tech world through his well-researched articles. He’s able to condense complicated information about the latest technologies into easily digestible articles.