Scikit-Learn : Ridge Regression
Ridge regression or Tikhonov regularization is the regularization technique that performs L2 regularization. It modifies the loss function by adding the penalty (shrinkage quantity) equivalent to the square of the…
TypeScript – Classes
TypeScript is object-oriented JavaScript. TypeScript supports object-oriented programming features like classes, interfaces, etc. A class in terms of OOP is a blueprint for creating objects. A class encapsulates data for…
CodeIgniter – Benchmarking
This topic is about CodeIgniter - Benchmarking. Setting Benchmark Points If you want to measure the time taken to execute a set of lines or memory usage, you can calculate…
CodeIgniter – Application Profiling
This topic is about CodeIgniter - Application Profiling. When building a web application, we are very much concerned about the performance of the website in terms of how much time…
Variables in R Programming
In this guide we will discuss about Variables in R Programming. Variables are used to store the information to be manipulated and referenced in the R program. The R variable…
Scikit-Learn : Logistic Regression
Logistic regression, despite its name, is a classification algorithm rather than regression algorithm. Based on a given set of independent variables, it is used to estimate discrete value (0 or…
Scikit-Learn : Linear Regression
In this topic we will discuss Linear Regression in Scikit-Learn. It is one of the best statistical models that studies the relationship between a dependent variable (Y) with a given…
CodeIgniter – Page Redirection
This topic is about CodeIgniter - Page Redirection. While building web application, we often need to redirect the user from one page to another page. CodeIgniter makes this job easy…
CodeIgniter – Page Caching
This topic is about CodeIgniter - Page Caching. Caching a page will improve the page load speed. If the page is cached, then it will be stored in its fully…
R Data Structures
R Data structures are very important to understand. Data structure are the objects which we will manipulate in our day-to-day basis in R. Dealing with object conversions is the most…
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