Why The Best Model Can Be The Simplest

I went with a tried and tested model for time series analysis called ARIMA. (this is because I was following a tutorial.) This made me think about how all the bells and whistles are not needed.

Become an Expert at the Technical Interview 

Changing how we think and prepare for technical interviews. I’ll touch on why I think this is necessary and relevant and in Part II I’ll speak more specifically about the concept of deliberate practice and give some concrete examples of applying it to the technical interview.

Model Evolution: From Standalone Models to Model Factory

From Data Scientists on Mars to Software Engineers on Venus to ModelOps on Earth. In the next couple of articles we will focus on providing some concrete practices for addressing these gaps.

AutoScraper and Flask: Create an API From Any Website in Less Than 5 Minutes

AutoScraper and Flask: Create an API From Any Website in Less Than 5 Minutes. In this tutorial, we are going to create our own e-commerce search API with support for both eBay and Etsy without using any external APIs.

Neural Network Generating Superhero Logo

Neural Network Generating Superhero Logo. Create a logo using Multilayer Perceptron and visualize how parameters affect your model. Machine Learning is a superpower in the computer science world.

How to create custom commands in django

I’ll demonstrate with a blog app having just 3 database tables, User, Category, and Post. I’ve assumed you are comfortable initializing a django project, but in case you aren’t, this post should help you out.

The cost of poor data quality

Bad data makes data scientists work harder, not smarter! Data is one of the most important key factors (besides all the technical depth around an ML solution) that dictate whether.

Understanding Data Structures in JavaScript: Stacks

I recently wrote an article about solving an algorithm problem in JavaScript using queues. Let’s now take a look at a solution involving a stack. What is a stack? Think of a stack of books (or macaroons :)).

Piping and Functors in Javascript

JavaScript is partly a functional language. To learn JavaScript, you have to learn the functional parts of JavaScript. In this article, I am going to talk about pipe functions and functors with JavaScript.

Maintainable JavaScript — JavaScript/HTML Coupling

Creating maintainable JavaScript code is important if want to keep using the code. In this article, we’ll look at the basics of creating maintainable JavaScript code by looking at loose coupling between JavaScript and HTML.

How to Create an executable (.exe) file from JavaScript code (using Node.js)

In this lesson, we are going to learn how to create a .exe binary executable file from JavaScript code. This is possible with the help of Node.js runtime and some third-party tools. How to Create an executable (.exe) file from JavaScript code (using Node.js)

Reactstrap — Progress Bars

Reactstrap is a version Bootstrap made for React. It’s a set of React components that have Boostrap styles. In this article, we’ll look at how to add a progress bar with Reactstrap.

Write Clean Code With These 5 Simple Tips

In this article, I’ll try to help you start writing cleaner code by giving you 5 very simple tips that you could start applying straight away. The reason why you should focus on writing cleaner code is fairly simple: clean code helps us minimize the time we spent reading and trying to understand the code. We all know what the consequences are of messy code that’s hard to read.

Shut Down Docker Apps Gracefully, Even When Running in tmux or Screen

First, the simple facts: docker stop as well as kubectl delete send a TERM signal to the process with PID 1 of the container. If you run multiple containers in a Kubernetes pod, each of them gets the signal.

Publish/Update NPM packages with GitHub Actions

Ever had an NPM package that never get’s updated even though you make changes from time to time. I do! It’s time to make my life just slightly easier and automate the publish / update step with Github Actions.

Clean String Manipulation with Tagged Template Literals

String manipulation is especially important for a language whose original propose is to manipulate web pages. Before ES6, creating strings with embedded expressions was done like this:

The 3 Best Free Online Resources to Learn MLOps

How to get started with one of the highest in demand data science skills. We are going to take a look into three of the best places to learn the fundamentals of MLOps.

Front End Developer Roadmap — Skills and Trust

Front end developer is a lucrative profession to be in. It’s also fun and rewarding as front end features are built and bugs are being fixed. In this article, we’ll look at the more advanced skills needed to become a front end developer.

Build a Software Developer Portfolio Website in 5 days

The goal of this article is simple — to break down the process into small, achievable, and tangible goals every single day . The five day duration is a guideline— these steps can be done altogether or over the course of several weeks.

Maintainable JavaScript — App Logic and Primitive Value Check

Creating maintainable JavaScript code is important if want to keep using the code. In this article, we’ll look at the basics of creating maintainable JavaScript code by looking at separating app logic from event handling.