In this tutorial, we will learn how to use DOcplex in Compute Canada cluster. For this, we need to install the IBM ILOG CPLEX Optimization Studio 20.1.0. The version may vary. Here, I am using the 20.1.0 version. Step 1: Log in to Compute Canada cluster We can use ssh to connect to the Compute Canada cluster. …

This is a beginner-friendly introductory tutorial on nonparametric statistical tests using Python. Nonparametric tests in statistics are methods of statistical analysis that do not require the data to be normally distributed. Due to this reason, these types of tests are sometimes called distribution-free tests. Note that in this tutorial we…

In this tutorial, we learn how to solve linear programming problems (LPPs) using Pyomo. Pyomo stands for Python Optimization Modeling Objects. This is an algebraic modeling language. Pyomo is a Python-based, open-source optimization modeling language with a diverse set of optimization capabilities. — http://www.pyomo.org/ In this tutorial, we consider an…

In this beginner-friendly tutorial, we will learn how to publish online books using Jupyter Book and GitHub Pages. In this tutorial, everything will be discussed in detail. …

In this tutorial, we will learn about exploratory data analysis using Python Pandas. In exploratory data analysis, we analyze the input dataset to summarize its main characteristics. Sometimes, we examine the main features of the input dataset visually using different standard plots. This is a beginner-friendly tutorial. Here, we assume…

In this tutorial, we will learn how to create professional presentations from a Markdown document. Creating good-looking professional slides using Markdown is very easy and less time-consuming. You don’t need to spend time on the design and layout of the slides. We will use the following software: Visual Studio Code…

In this tutorial, we will learn about the NetworkX package of Python. NetworkX stands for network analysis in Python. It is mainly used for creating, manipulating, and study complex graphs. This is the Part-I of the tutorial on NetworkX. The remaining tutorial will be posted in different parts. Prerequisites: Basic…

This is a tutorial on lambda and map() functions in Python. Here, we will consider Python3. We start with the lambda function, and then we discuss the map() function in Python. This tutorial will help to understand the concepts of lambda and map() functions in Python. Lambda function At first, we will…

In this tutorial, we will learn about the list and dictionary comprehensions in Python. We will begin with list comprehension and then we discuss dictionary comprehension. List Comprehension List comprehension is an elegant way of creating a new list from an existing list. Let us understand Python’s list comprehension using examples. Example…