data science DS Concepts DS Languages R

Logistic Regression using R

Logistic Regression using R: Introduction Hi MLEnthusiasts! Today, we will learn how to implement logistic regression using R that too on a well-known dataset, The Titanic Dataset! So, our analysis becomes by getting some information about the dataset, like what all variables are in our dataset and what do we have to predict. What to […]

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DS Concepts DS Languages

Face Detection in Live Video

Face Detection in Live Video: Introduction Hi learners! We always come across the problem face detection in machine learning and we always jut think that how we can create a face detection algorithm in the easiest and fastest way. Well here is the answer! we will use OpenCV library of python for detecting faces in […]

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data science DS Concepts DS Languages python

Lasso Regression Using Python

Lasso Regression Using Python Hi Everyone! Today, we will learn about Lasso regression/L1 regularization, the mathematics behind lit and how to implement lasso regression using Python! Building foundation to implement Lasso Regression using Python Sum of squares function Firstly, let us have a look at the Sum of square of errors function, that is defined […]

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data science DS Concepts DS Languages python

Ridge Regression Using Python

Ridge Regression Using Python Hi Everyone! Today, we will learn about ridge regression, the mathematics behind ridge regression and how to implement it using Python! Foundation for implementation Sum of squares function Firstly, let us have a look at the Sum of square of errors function, that is defined as It is also important to […]

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DS Concepts DS Languages

Moore’s Law Using Python

Moore’s Law using Python Hi All! Today, we will learn how to implement Moore’s Law Using Python using Linear Regression. Before going through this tutorial, it is highly recommended to go through the mathematics behind this tutorial. What is Moore’s law? Gordon Moore, the co-founder of Intel proposed Moore’s law in 1965. It states that […]

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