Data Visualization

Decision Trees Using R: Titanic Case Study

Hi MLEnthusiasts! Today, we will dive deeper into classification and will learn about Decision trees, how to analyse which variable is important among many given variables and how to make prediction for new data observations based on our analysis and model. Again, we will continue working on the titanic dataset. This will serve our two […]

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DS Concepts DS Languages

Decision Trees Using R

Decision Trees using R: An Introduction Hi MLEnthusiasts! Today, we will dive deeper into classification and will learn about Decision trees using R, how to analyse which variable is important among many given variables and how to make prediction for new data observations based on our analysis and model. Again, we will continue working on […]

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data science DS Concepts DS Languages python

Linear Regression Using Python

Linear Regression using Python Hi MLEnthusiasts! In this tutorial, we will learn how to implement Linear Regression using Python, how to visualize our variables, i.e., do plotting and how to do mathematical computation of R square using Python. Please note that this tutorials is based on our previous tutorial “The Mathematics behind Univariate Linear Regression“. […]

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data science DS Concepts DS Languages R

Multivariate Linear Regression With R

Multivariate Linear Regression With R Hi ML Enthusiasts! Today, We will be learning how to perform multivariate linear regression with R. In this case-study, we will be using a very famous data set “King County House sales” in which we will treat price as the dependent variable and other variables as independent variables. We will […]

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DS Concepts

Introduction to Machine Learning

Introduction to Machine Learning Hi ML enthusiasts! Today, we will start our journey to learning Machine Learning for Analytics. This is probably the most thought-about subject and interesting too. Let’s get started by going through this quote: The incredible thing about the human mind is that it didn’t come with an instruction book. -Terry Riley […]

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