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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.