Julia programming language tutorial is an introduction to Julia for Python programmers. It will go through the most important Python features (such as functions, basic types, list comprehensions, exceptions, generators, modules, packages, and so on) and show you how to code them in Julia IDE. By the end of this Julia tutorial, you will have …
Julia Programming Language for Pythonistas – A Practical Tutorial Read More »
Julia is a powerful programming language for Machine Learning and Logistic regression is one of the most popular predictive modeling algorithms, used for binary classification. In this one, you will see the full work flow of how to implement churn modeling using Logistic regression in Julia. Logistic Regression with Julia. Photo by Sergio. This is …
Logistic Regression in Julia – Practical Guide with Examples Read More »
Linear Regression is a fundamental machine learning algorithm used to predict a numeric dependent variable based on one or more independent variables. The dependent variable (Y) should be continuous. In this tutorial I explain how to build linear regression in Julia, with full-fledged post model-building diagnostics. To know more about the concepts behind linear regression, …
For-loop is a type of loop, that iterates over an iterable object or simply a range of values. It executes some user-defined logic in each iteration. Content Introduction to For-loop in Julia Nested Loop List comprehension in Julia Break Statement in For-loop Continue Statement in For-loop Practice Exercise 1. Introduction to For-loop in Julia For-loop …
DataFrame is a 2 dimensional mutable data structure, that is used for handling tabular data. Unlike Arrays and Matrices, a DataFrame can hold columns of different data types The `DataFrames` package in Julia provides the `DataFrame` object which is used to hold and manipulate tabular data in a flexible and convenient way. It is quite …
While-loop is a control flow statement, used to execute a set of statements as long as this given control condition holds true. It falls under the indefinite iteration category. Content Intorduction to While-loop in Julia Break Statement Continue Statement Practice Exercise 1. Introduction to While-loop in Julia While-loop is a control flow statement, used to …
Function is a block of organized, reusable code that accepts input and returns output. All the computations you wish to do needs to be declared inside the body of the function. In order to call a function, you need to add `( )` along with any parameters inside it. Content Functions in Julia Return keyword …
Julia is a high performance, high-level programming language. It is very popular because of its high speed, machine learning packages and its expressive syntax. It combines the good parts of Python, R, Ruby, Matlab, and Perl and it runs nearly as fast as C. Besides, it’s super easy to use python and R packages within …
