How to Install Scikit-Learn on Ubuntu 18.04

Reading Time: 5 minutes

In this tutorial, we are going to walk through how to install scikit-learn on an Ubuntu 18.04 server. We are going to walk through the installation both in a virtual environment with the Python package manager, Pip, and via Anaconda.

Continue reading “How to Install Scikit-Learn on Ubuntu 18.04”

How To Install TensorFlow on Ubuntu 18.04

Reading Time: 2 minutes

In this tutorial, we are going to set up TensorFlow in a virtual Python environment on Ubuntu 18.04. TensorFlow is an open-source framework, developed by the Google Brain team, designed to be a high-level interface for implementing machine learning and mathematical operations. This library provides developers an avenue to work on complex projects like neural networks through an easy to use Python API. One of the significant benefits of having a Python front-end is that it is portable between operating systems like Linux and Windows.

Continue reading “How To Install TensorFlow on Ubuntu 18.04”

Install TensorFlow on Windows

Reading Time: 2 minutes

Whether you’re a beginner or a professional, TensorFlow is an end-to-end platform that makes building and deploying Machine Learning models a snap! Because TensorFlow is based on the Python system, you can install it on multiple operating systems, including Windows. This article will take you through the necessary steps to get TensorFlow installed on your Windows server.

Continue reading “Install TensorFlow on Windows”

Serverless vs. FaaS: A Beginner’s Guide

Reading Time: 5 minutes

In this guide, we will compare Serverless Computing versus Function As A Service (FaaS). We will be discussing some of the similarities as well as some of the differences between the two options.

In the early 2000s, when building a web application or service, a full team was needed to develop, deploy, configure, and maintain the software. Many companies performed all of these tasks in house. The decisions they often faced included: 

Continue reading “Serverless vs. FaaS: A Beginner’s Guide”