Article
With the availability of high performance CPUs and GPUs, it is pretty much possible to solve every regression, classification, clustering and other related problems using machine learning and deep learning models. However, there are still various factors that cause performance bottlenecks while developing such models. Large number of features in...
Usman Malik
One of the basic elements of programming languages are variables. Simply speaking a variable is an abstraction layer for the memory cells that contain the actual value. For us, as a developer, it is easier to remember the name of the memory cell than it is to remember its physical...
Frank Hofmann
Welcome to the seventh and final installment to this multi-part tutorial series on full-stack web development using Vue.js and Flask. In this post I will be demonstrating how to deploy the application built throughout this series. The code for this post can be found on my GitHub account under...
Adam McQuistan
In general, network services follow the traditional client/server model. One computer acts as a server to provide a certain service and another computer represents the client side which makes use of this service. In order to communicate over the network a network socket comes into play, mostly only referred...
Welcome to the sixth installment to this multi-part tutorial series on full-stack web development using Vue.js and Flask. In this post I will be demonstrating a way to use JSON Web Token (JWT) authentication. The code for this post can be found on my GitHub account under the branch...
Thanks for joining me for the fifth post on using Vue.js and Flask for full-stack web development. This post will be fairly short, but highly valuable as I will be demonstrating how to connect the front-end and back-end applications using Asynchronous JavaScript and XML (aka, AJAX). The code for...
This article continues with our series on interacting with the file system in Python. The previous articles dealt with reading and writing files. Interestingly, the file system is much more than a way to store/retrieve data to disk. There are also various other types of entries such as files,...
Welcome to the fourth post on using Vue.js and Flask for full-stack web development. The focus of this post will be on building a backend REST API using the Python based Flask web framework. The code for this post is in a repo on my GitHub account under the...
A decision tree is one of most frequently and widely used supervised machine learning algorithms that can perform both regression and classification tasks. The intuition behind the decision tree algorithm is simple, yet also very powerful. For each attribute in the dataset, the decision tree algorithm forms a node, where...
Scott Robinson
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